---
_id: '7453'
abstract:
- lang: eng
  text: We illustrate the ingredients of the state-of-the-art of model-based approach
    for the formal design and verification of cyber-physical systems. To capture the
    interaction between a discrete controller and its continuously evolving environment,
    we use the formal models of timed and hybrid automata. We explain the steps of
    modeling and verification in the tools Uppaal and SpaceEx using a case study based
    on a dual-chamber implantable pacemaker monitoring a human heart. We show how
    to design a model as a composition of components, how to construct models at varying
    levels of detail, how to establish that one model is an abstraction of another,
    how to specify correctness requirements using temporal logic, and how to verify
    that a model satisfies a logical requirement.
acknowledgement: This research was supported in part by the Austrian Science Fund
  (FWF) under grants S11402-N23(RiSE/SHiNE) and Z211-N23 (Wittgenstein Award). This
  research has received funding from the Sino-Danish Basic Research Centre, IDEA4CPS,
  funded by the Danish National Research Foundation and the National Science Foundation,
  China, the Innovation Fund Denmark centre DiCyPS, as well as the ERC Advanced Grant
  LASSO.
alternative_title:
- Lecture Notes in Computer Science
article_processing_charge: No
author:
- first_name: Rajeev
  full_name: Alur, Rajeev
  last_name: Alur
- first_name: Mirco
  full_name: Giacobbe, Mirco
  id: 3444EA5E-F248-11E8-B48F-1D18A9856A87
  last_name: Giacobbe
  orcid: 0000-0001-8180-0904
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Kim G.
  full_name: Larsen, Kim G.
  last_name: Larsen
- first_name: Marius
  full_name: Mikučionis, Marius
  last_name: Mikučionis
citation:
  ama: 'Alur R, Giacobbe M, Henzinger TA, Larsen KG, Mikučionis M. Continuous-time
    models for system design and analysis. In: Steffen B, Woeginger G, eds. <i>Computing
    and Software Science</i>. Vol 10000. LNCS. Springer Nature; 2019:452-477. doi:<a
    href="https://doi.org/10.1007/978-3-319-91908-9_22">10.1007/978-3-319-91908-9_22</a>'
  apa: Alur, R., Giacobbe, M., Henzinger, T. A., Larsen, K. G., &#38; Mikučionis,
    M. (2019). Continuous-time models for system design and analysis. In B. Steffen
    &#38; G. Woeginger (Eds.), <i>Computing and Software Science</i> (Vol. 10000,
    pp. 452–477). Springer Nature. <a href="https://doi.org/10.1007/978-3-319-91908-9_22">https://doi.org/10.1007/978-3-319-91908-9_22</a>
  chicago: Alur, Rajeev, Mirco Giacobbe, Thomas A Henzinger, Kim G. Larsen, and Marius
    Mikučionis. “Continuous-Time Models for System Design and Analysis.” In <i>Computing
    and Software Science</i>, edited by Bernhard Steffen and Gerhard Woeginger, 10000:452–77.
    LNCS. Springer Nature, 2019. <a href="https://doi.org/10.1007/978-3-319-91908-9_22">https://doi.org/10.1007/978-3-319-91908-9_22</a>.
  ieee: R. Alur, M. Giacobbe, T. A. Henzinger, K. G. Larsen, and M. Mikučionis, “Continuous-time
    models for system design and analysis,” in <i>Computing and Software Science</i>,
    vol. 10000, B. Steffen and G. Woeginger, Eds. Springer Nature, 2019, pp. 452–477.
  ista: 'Alur R, Giacobbe M, Henzinger TA, Larsen KG, Mikučionis M. 2019.Continuous-time
    models for system design and analysis. In: Computing and Software Science. Lecture
    Notes in Computer Science, vol. 10000, 452–477.'
  mla: Alur, Rajeev, et al. “Continuous-Time Models for System Design and Analysis.”
    <i>Computing and Software Science</i>, edited by Bernhard Steffen and Gerhard
    Woeginger, vol. 10000, Springer Nature, 2019, pp. 452–77, doi:<a href="https://doi.org/10.1007/978-3-319-91908-9_22">10.1007/978-3-319-91908-9_22</a>.
  short: R. Alur, M. Giacobbe, T.A. Henzinger, K.G. Larsen, M. Mikučionis, in:, B.
    Steffen, G. Woeginger (Eds.), Computing and Software Science, Springer Nature,
    2019, pp. 452–477.
date_created: 2020-02-05T10:51:44Z
date_published: 2019-10-05T00:00:00Z
date_updated: 2022-09-06T08:25:52Z
day: '05'
department:
- _id: ToHe
doi: 10.1007/978-3-319-91908-9_22
editor:
- first_name: Bernhard
  full_name: Steffen, Bernhard
  last_name: Steffen
- first_name: Gerhard
  full_name: Woeginger, Gerhard
  last_name: Woeginger
intvolume: '     10000'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/978-3-319-91908-9_22
month: '10'
oa: 1
oa_version: Published Version
page: 452-477
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11402-N23
  name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: Z211
  name: The Wittgenstein Prize
publication: Computing and Software Science
publication_identifier:
  eisbn:
  - '9783319919089'
  eissn:
  - 0302-9743
  isbn:
  - '9783319919072'
  issn:
  - 1611-3349
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
series_title: LNCS
status: public
title: Continuous-time models for system design and analysis
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10000
year: '2019'
...
---
_id: '7459'
abstract:
- lang: eng
  text: We report the fabrication of BaTiO3-Ni magnetoelectric nanocomposites comprising
    of BaTiO3 nanotubes surrounded by Ni matrix. BaTiO3 nanotubes obtained from the
    hydrothermal transformation of TiO2 have both inner and outer surfaces, which
    facilitates greater magnetoelectric coupling with the surrounding Ni matrix. The
    magnetoelectric coupling was studied by measuring the piezoelectric behavior in
    the presence of an in-plane direct magnetic field. A higher magnetoelectric voltage
    coefficient of 110 mV/cm·Oe was obtained, because of better coupling between Ni
    and BaTiO3 through the walls of the nanotubes. Such nanocomposite developed directly
    on Ti substrate may lead to efficient fabrication of magnetoelectric devices.
article_processing_charge: No
article_type: original
author:
- first_name: Samba Siva
  full_name: Vadla, Samba Siva
  last_name: Vadla
- first_name: Tommaso
  full_name: Costanzo, Tommaso
  id: D93824F4-D9BA-11E9-BB12-F207E6697425
  last_name: Costanzo
  orcid: 0000-0001-9732-3815
- first_name: Subish
  full_name: John, Subish
  last_name: John
- first_name: Gabriel
  full_name: Caruntu, Gabriel
  last_name: Caruntu
- first_name: Somnath C.
  full_name: Roy, Somnath C.
  last_name: Roy
citation:
  ama: Vadla SS, Costanzo T, John S, Caruntu G, Roy SC. Local probing of magnetoelectric
    coupling in BaTiO3-Ni 1–3 composites. <i>Scripta Materialia</i>. 2019;159:33-36.
    doi:<a href="https://doi.org/10.1016/j.scriptamat.2018.09.003">10.1016/j.scriptamat.2018.09.003</a>
  apa: Vadla, S. S., Costanzo, T., John, S., Caruntu, G., &#38; Roy, S. C. (2019).
    Local probing of magnetoelectric coupling in BaTiO3-Ni 1–3 composites. <i>Scripta
    Materialia</i>. Elsevier. <a href="https://doi.org/10.1016/j.scriptamat.2018.09.003">https://doi.org/10.1016/j.scriptamat.2018.09.003</a>
  chicago: Vadla, Samba Siva, Tommaso Costanzo, Subish John, Gabriel Caruntu, and
    Somnath C. Roy. “Local Probing of Magnetoelectric Coupling in BaTiO3-Ni 1–3 Composites.”
    <i>Scripta Materialia</i>. Elsevier, 2019. <a href="https://doi.org/10.1016/j.scriptamat.2018.09.003">https://doi.org/10.1016/j.scriptamat.2018.09.003</a>.
  ieee: S. S. Vadla, T. Costanzo, S. John, G. Caruntu, and S. C. Roy, “Local probing
    of magnetoelectric coupling in BaTiO3-Ni 1–3 composites,” <i>Scripta Materialia</i>,
    vol. 159. Elsevier, pp. 33–36, 2019.
  ista: Vadla SS, Costanzo T, John S, Caruntu G, Roy SC. 2019. Local probing of magnetoelectric
    coupling in BaTiO3-Ni 1–3 composites. Scripta Materialia. 159, 33–36.
  mla: Vadla, Samba Siva, et al. “Local Probing of Magnetoelectric Coupling in BaTiO3-Ni
    1–3 Composites.” <i>Scripta Materialia</i>, vol. 159, Elsevier, 2019, pp. 33–36,
    doi:<a href="https://doi.org/10.1016/j.scriptamat.2018.09.003">10.1016/j.scriptamat.2018.09.003</a>.
  short: S.S. Vadla, T. Costanzo, S. John, G. Caruntu, S.C. Roy, Scripta Materialia
    159 (2019) 33–36.
date_created: 2020-02-05T14:19:17Z
date_published: 2019-01-15T00:00:00Z
date_updated: 2023-02-23T13:08:31Z
day: '15'
doi: 10.1016/j.scriptamat.2018.09.003
extern: '1'
intvolume: '       159'
language:
- iso: eng
month: '01'
oa_version: None
page: 33-36
publication: Scripta Materialia
publication_identifier:
  issn:
  - 1359-6462
publication_status: published
publisher: Elsevier
quality_controlled: '1'
status: public
title: Local probing of magnetoelectric coupling in BaTiO3-Ni 1–3 composites
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 159
year: '2019'
...
---
_id: '7468'
abstract:
- lang: eng
  text: We present a new proximal bundle method for Maximum-A-Posteriori (MAP) inference
    in structured energy minimization problems. The method optimizes a Lagrangean
    relaxation of the original energy minimization problem using a multi plane block-coordinate
    Frank-Wolfe method that takes advantage of the specific structure of the Lagrangean
    decomposition. We show empirically that our method outperforms state-of-the-art
    Lagrangean decomposition based algorithms on some challenging Markov Random Field,
    multi-label discrete tomography and graph matching problems.
article_number: 11138-11147
article_processing_charge: No
arxiv: 1
author:
- first_name: Paul
  full_name: Swoboda, Paul
  id: 446560C6-F248-11E8-B48F-1D18A9856A87
  last_name: Swoboda
- first_name: Vladimir
  full_name: Kolmogorov, Vladimir
  id: 3D50B0BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kolmogorov
citation:
  ama: 'Swoboda P, Kolmogorov V. Map inference via block-coordinate Frank-Wolfe algorithm.
    In: <i>Proceedings of the IEEE Computer Society Conference on Computer Vision
    and Pattern Recognition</i>. Vol 2019-June. IEEE; 2019. doi:<a href="https://doi.org/10.1109/CVPR.2019.01140">10.1109/CVPR.2019.01140</a>'
  apa: 'Swoboda, P., &#38; Kolmogorov, V. (2019). Map inference via block-coordinate
    Frank-Wolfe algorithm. In <i>Proceedings of the IEEE Computer Society Conference
    on Computer Vision and Pattern Recognition</i> (Vol. 2019–June). Long Beach, CA,
    United States: IEEE. <a href="https://doi.org/10.1109/CVPR.2019.01140">https://doi.org/10.1109/CVPR.2019.01140</a>'
  chicago: Swoboda, Paul, and Vladimir Kolmogorov. “Map Inference via Block-Coordinate
    Frank-Wolfe Algorithm.” In <i>Proceedings of the IEEE Computer Society Conference
    on Computer Vision and Pattern Recognition</i>, Vol. 2019–June. IEEE, 2019. <a
    href="https://doi.org/10.1109/CVPR.2019.01140">https://doi.org/10.1109/CVPR.2019.01140</a>.
  ieee: P. Swoboda and V. Kolmogorov, “Map inference via block-coordinate Frank-Wolfe
    algorithm,” in <i>Proceedings of the IEEE Computer Society Conference on Computer
    Vision and Pattern Recognition</i>, Long Beach, CA, United States, 2019, vol.
    2019–June.
  ista: 'Swoboda P, Kolmogorov V. 2019. Map inference via block-coordinate Frank-Wolfe
    algorithm. Proceedings of the IEEE Computer Society Conference on Computer Vision
    and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition
    vol. 2019–June, 11138–11147.'
  mla: Swoboda, Paul, and Vladimir Kolmogorov. “Map Inference via Block-Coordinate
    Frank-Wolfe Algorithm.” <i>Proceedings of the IEEE Computer Society Conference
    on Computer Vision and Pattern Recognition</i>, vol. 2019–June, 11138–11147, IEEE,
    2019, doi:<a href="https://doi.org/10.1109/CVPR.2019.01140">10.1109/CVPR.2019.01140</a>.
  short: P. Swoboda, V. Kolmogorov, in:, Proceedings of the IEEE Computer Society
    Conference on Computer Vision and Pattern Recognition, IEEE, 2019.
conference:
  end_date: 2019-06-20
  location: Long Beach, CA, United States
  name: 'CVPR: Conference on Computer Vision and Pattern Recognition'
  start_date: 2019-06-15
date_created: 2020-02-09T23:00:52Z
date_published: 2019-06-01T00:00:00Z
date_updated: 2023-09-07T14:54:24Z
day: '01'
department:
- _id: VlKo
doi: 10.1109/CVPR.2019.01140
ec_funded: 1
external_id:
  arxiv:
  - '1806.05049'
  isi:
  - '000542649304076'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1806.05049
month: '06'
oa: 1
oa_version: Preprint
project:
- _id: 25FBA906-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '616160'
  name: 'Discrete Optimization in Computer Vision: Theory and Practice'
publication: Proceedings of the IEEE Computer Society Conference on Computer Vision
  and Pattern Recognition
publication_identifier:
  isbn:
  - '9781728132938'
  issn:
  - '10636919'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Map inference via block-coordinate Frank-Wolfe algorithm
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 2019-June
year: '2019'
...
---
_id: '7476'
abstract:
- lang: eng
  text: The sebaceous gland (SG) is an essential component of the skin, and SG dysfunction
    is debilitating1,2. Yet, the cellular bases for its origin, development and subsequent
    maintenance remain poorly understood. Here, we apply large-scale quantitative
    fate mapping to define the patterns of cell fate behaviour during SG development
    and maintenance. We show that the SG develops from a defined number of lineage-restricted
    progenitors that undergo a programme of independent and stochastic cell fate decisions.
    Following an expansion phase, equipotent progenitors transition into a phase of
    homeostatic turnover, which is correlated with changes in the mechanical properties
    of the stroma and spatial restrictions on gland size. Expression of the oncogene
    KrasG12D results in a release from these constraints and unbridled gland expansion.
    Quantitative clonal fate analysis reveals that, during this phase, the primary
    effect of the Kras oncogene is to drive a constant fate bias with little effect
    on cell division rates. These findings provide insight into the developmental
    programme of the SG, as well as the mechanisms that drive tumour progression and
    gland dysfunction.
article_processing_charge: No
article_type: original
author:
- first_name: Marianne Stemann
  full_name: Andersen, Marianne Stemann
  last_name: Andersen
- first_name: Edouard B
  full_name: Hannezo, Edouard B
  id: 3A9DB764-F248-11E8-B48F-1D18A9856A87
  last_name: Hannezo
  orcid: 0000-0001-6005-1561
- first_name: Svetlana
  full_name: Ulyanchenko, Svetlana
  last_name: Ulyanchenko
- first_name: Soline
  full_name: Estrach, Soline
  last_name: Estrach
- first_name: Yasuko
  full_name: Antoku, Yasuko
  last_name: Antoku
- first_name: Sabrina
  full_name: Pisano, Sabrina
  last_name: Pisano
- first_name: Kim E.
  full_name: Boonekamp, Kim E.
  last_name: Boonekamp
- first_name: Sarah
  full_name: Sendrup, Sarah
  last_name: Sendrup
- first_name: Martti
  full_name: Maimets, Martti
  last_name: Maimets
- first_name: Marianne Terndrup
  full_name: Pedersen, Marianne Terndrup
  last_name: Pedersen
- first_name: Jens V.
  full_name: Johansen, Jens V.
  last_name: Johansen
- first_name: Ditte L.
  full_name: Clement, Ditte L.
  last_name: Clement
- first_name: Chloe C.
  full_name: Feral, Chloe C.
  last_name: Feral
- first_name: Benjamin D.
  full_name: Simons, Benjamin D.
  last_name: Simons
- first_name: Kim B.
  full_name: Jensen, Kim B.
  last_name: Jensen
citation:
  ama: Andersen MS, Hannezo EB, Ulyanchenko S, et al. Tracing the cellular dynamics
    of sebaceous gland development in normal and perturbed states. <i>Nature Cell
    Biology</i>. 2019;21(8):924-932. doi:<a href="https://doi.org/10.1038/s41556-019-0362-x">10.1038/s41556-019-0362-x</a>
  apa: Andersen, M. S., Hannezo, E. B., Ulyanchenko, S., Estrach, S., Antoku, Y.,
    Pisano, S., … Jensen, K. B. (2019). Tracing the cellular dynamics of sebaceous
    gland development in normal and perturbed states. <i>Nature Cell Biology</i>.
    Springer Nature. <a href="https://doi.org/10.1038/s41556-019-0362-x">https://doi.org/10.1038/s41556-019-0362-x</a>
  chicago: Andersen, Marianne Stemann, Edouard B Hannezo, Svetlana Ulyanchenko, Soline
    Estrach, Yasuko Antoku, Sabrina Pisano, Kim E. Boonekamp, et al. “Tracing the
    Cellular Dynamics of Sebaceous Gland Development in Normal and Perturbed States.”
    <i>Nature Cell Biology</i>. Springer Nature, 2019. <a href="https://doi.org/10.1038/s41556-019-0362-x">https://doi.org/10.1038/s41556-019-0362-x</a>.
  ieee: M. S. Andersen <i>et al.</i>, “Tracing the cellular dynamics of sebaceous
    gland development in normal and perturbed states,” <i>Nature Cell Biology</i>,
    vol. 21, no. 8. Springer Nature, pp. 924–932, 2019.
  ista: Andersen MS, Hannezo EB, Ulyanchenko S, Estrach S, Antoku Y, Pisano S, Boonekamp
    KE, Sendrup S, Maimets M, Pedersen MT, Johansen JV, Clement DL, Feral CC, Simons
    BD, Jensen KB. 2019. Tracing the cellular dynamics of sebaceous gland development
    in normal and perturbed states. Nature Cell Biology. 21(8), 924–932.
  mla: Andersen, Marianne Stemann, et al. “Tracing the Cellular Dynamics of Sebaceous
    Gland Development in Normal and Perturbed States.” <i>Nature Cell Biology</i>,
    vol. 21, no. 8, Springer Nature, 2019, pp. 924–32, doi:<a href="https://doi.org/10.1038/s41556-019-0362-x">10.1038/s41556-019-0362-x</a>.
  short: M.S. Andersen, E.B. Hannezo, S. Ulyanchenko, S. Estrach, Y. Antoku, S. Pisano,
    K.E. Boonekamp, S. Sendrup, M. Maimets, M.T. Pedersen, J.V. Johansen, D.L. Clement,
    C.C. Feral, B.D. Simons, K.B. Jensen, Nature Cell Biology 21 (2019) 924–932.
date_created: 2020-02-11T08:43:49Z
date_published: 2019-08-01T00:00:00Z
date_updated: 2021-01-12T08:13:47Z
day: '01'
doi: 10.1038/s41556-019-0362-x
extern: '1'
external_id:
  pmid:
  - '31358966'
intvolume: '        21'
issue: '8'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6978139/
month: '08'
oa: 1
oa_version: Submitted Version
page: 924-932
pmid: 1
publication: Nature Cell Biology
publication_identifier:
  issn:
  - 1465-7392
  - 1476-4679
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
status: public
title: Tracing the cellular dynamics of sebaceous gland development in normal and
  perturbed states
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 21
year: '2019'
...
---
_id: '7479'
abstract:
- lang: eng
  text: "Multi-exit architectures, in which a stack of processing layers is interleaved
    with early output layers, allow the processing of a test example to stop early
    and thus save computation time and/or energy.  In this work, we propose a new
    training procedure for multi-exit architectures based on the principle of knowledge
    distillation. The method encourage searly exits to mimic later, more accurate
    exits, by matching their output probabilities.\r\nExperiments  on  CIFAR100  and
    \ ImageNet  show  that distillation-based training significantly improves the
    accuracy of early exits while maintaining state-of-the-art accuracy  for  late
    \ ones.   The  method  is  particularly  beneficial when  training  data  is  limited
    \ and  it  allows  a  straightforward extension to semi-supervised learning,i.e.
    making use of unlabeled data at training time. Moreover, it takes only afew lines
    to implement and incurs almost no computational overhead at training time, and
    none at all at test time."
article_processing_charge: No
author:
- first_name: Phuong
  full_name: Bui Thi Mai, Phuong
  id: 3EC6EE64-F248-11E8-B48F-1D18A9856A87
  last_name: Bui Thi Mai
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
citation:
  ama: 'Phuong M, Lampert C. Distillation-based training for multi-exit architectures.
    In: <i>IEEE International Conference on Computer Vision</i>. Vol 2019-October.
    IEEE; 2019:1355-1364. doi:<a href="https://doi.org/10.1109/ICCV.2019.00144">10.1109/ICCV.2019.00144</a>'
  apa: 'Phuong, M., &#38; Lampert, C. (2019). Distillation-based training for multi-exit
    architectures. In <i>IEEE International Conference on Computer Vision</i> (Vol.
    2019–October, pp. 1355–1364). Seoul, Korea: IEEE. <a href="https://doi.org/10.1109/ICCV.2019.00144">https://doi.org/10.1109/ICCV.2019.00144</a>'
  chicago: Phuong, Mary, and Christoph Lampert. “Distillation-Based Training for Multi-Exit
    Architectures.” In <i>IEEE International Conference on Computer Vision</i>, 2019–October:1355–64.
    IEEE, 2019. <a href="https://doi.org/10.1109/ICCV.2019.00144">https://doi.org/10.1109/ICCV.2019.00144</a>.
  ieee: M. Phuong and C. Lampert, “Distillation-based training for multi-exit architectures,”
    in <i>IEEE International Conference on Computer Vision</i>, Seoul, Korea, 2019,
    vol. 2019–October, pp. 1355–1364.
  ista: 'Phuong M, Lampert C. 2019. Distillation-based training for multi-exit architectures.
    IEEE International Conference on Computer Vision. ICCV: International Conference
    on Computer Vision vol. 2019–October, 1355–1364.'
  mla: Phuong, Mary, and Christoph Lampert. “Distillation-Based Training for Multi-Exit
    Architectures.” <i>IEEE International Conference on Computer Vision</i>, vol.
    2019–October, IEEE, 2019, pp. 1355–64, doi:<a href="https://doi.org/10.1109/ICCV.2019.00144">10.1109/ICCV.2019.00144</a>.
  short: M. Phuong, C. Lampert, in:, IEEE International Conference on Computer Vision,
    IEEE, 2019, pp. 1355–1364.
conference:
  end_date: 2019-11-02
  location: Seoul, Korea
  name: 'ICCV: International Conference on Computer Vision'
  start_date: 2019-10-27
date_created: 2020-02-11T09:06:57Z
date_published: 2019-10-01T00:00:00Z
date_updated: 2023-09-08T11:11:12Z
day: '01'
ddc:
- '000'
department:
- _id: ChLa
doi: 10.1109/ICCV.2019.00144
ec_funded: 1
external_id:
  isi:
  - '000531438101047'
file:
- access_level: open_access
  checksum: 7b77fb5c2d27c4c37a7612ba46a66117
  content_type: application/pdf
  creator: bphuong
  date_created: 2020-02-11T09:06:39Z
  date_updated: 2020-07-14T12:47:59Z
  file_id: '7480'
  file_name: main.pdf
  file_size: 735768
  relation: main_file
file_date_updated: 2020-07-14T12:47:59Z
has_accepted_license: '1'
isi: 1
language:
- iso: eng
month: '10'
oa: 1
oa_version: Submitted Version
page: 1355-1364
project:
- _id: 2532554C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '308036'
  name: Lifelong Learning of Visual Scene Understanding
publication: IEEE International Conference on Computer Vision
publication_identifier:
  isbn:
  - '9781728148038'
  issn:
  - '15505499'
publication_status: published
publisher: IEEE
quality_controlled: '1'
related_material:
  record:
  - id: '9418'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Distillation-based training for multi-exit architectures
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 2019-October
year: '2019'
...
---
_id: '7513'
abstract:
- lang: eng
  text: 'Social insects (i.e., ants, termites and the social bees and wasps) protect
    their colonies from disease using a combination of individual immunity and collectively
    performed defenses, termed social immunity. The first line of social immune defense
    is sanitary care, which is performed by colony members to protect their pathogen-exposed
    nestmates from developing an infection. If sanitary care fails and an infection
    becomes established, a second line of social immune defense is deployed to stop
    disease transmission within the colony and to protect the valuable queens, which
    together with the males are the reproductive individuals of the colony. Insect
    colonies are separated into these reproductive individuals and the sterile worker
    force, forming a superorganismal reproductive unit reminiscent of the differentiated
    germline and soma in a multicellular organism. Ultimately, the social immune response
    preserves the germline of the superorganism insect colony and increases overall
    fitness of the colony in case of disease. '
article_processing_charge: No
author:
- first_name: Sylvia
  full_name: Cremer, Sylvia
  id: 2F64EC8C-F248-11E8-B48F-1D18A9856A87
  last_name: Cremer
  orcid: 0000-0002-2193-3868
- first_name: Megan
  full_name: Kutzer, Megan
  id: 29D0B332-F248-11E8-B48F-1D18A9856A87
  last_name: Kutzer
  orcid: 0000-0002-8696-6978
citation:
  ama: 'Cremer S, Kutzer M. Social immunity. In: Choe J, ed. <i>Encyclopedia of Animal
    Behavior</i>. 2nd ed. Elsevier; 2019:747-755. doi:<a href="https://doi.org/10.1016/B978-0-12-809633-8.90721-0">10.1016/B978-0-12-809633-8.90721-0</a>'
  apa: Cremer, S., &#38; Kutzer, M. (2019). Social immunity. In J. Choe (Ed.), <i>Encyclopedia
    of Animal Behavior</i> (2nd ed., pp. 747–755). Elsevier. <a href="https://doi.org/10.1016/B978-0-12-809633-8.90721-0">https://doi.org/10.1016/B978-0-12-809633-8.90721-0</a>
  chicago: Cremer, Sylvia, and Megan Kutzer. “Social Immunity.” In <i>Encyclopedia
    of Animal Behavior</i>, edited by Jae Choe, 2nd ed., 747–55. Elsevier, 2019. <a
    href="https://doi.org/10.1016/B978-0-12-809633-8.90721-0">https://doi.org/10.1016/B978-0-12-809633-8.90721-0</a>.
  ieee: S. Cremer and M. Kutzer, “Social immunity,” in <i>Encyclopedia of Animal Behavior</i>,
    2nd ed., J. Choe, Ed. Elsevier, 2019, pp. 747–755.
  ista: 'Cremer S, Kutzer M. 2019.Social immunity. In: Encyclopedia of Animal Behavior.
    , 747–755.'
  mla: Cremer, Sylvia, and Megan Kutzer. “Social Immunity.” <i>Encyclopedia of Animal
    Behavior</i>, edited by Jae Choe, 2nd ed., Elsevier, 2019, pp. 747–55, doi:<a
    href="https://doi.org/10.1016/B978-0-12-809633-8.90721-0">10.1016/B978-0-12-809633-8.90721-0</a>.
  short: S. Cremer, M. Kutzer, in:, J. Choe (Ed.), Encyclopedia of Animal Behavior,
    2nd ed., Elsevier, 2019, pp. 747–755.
date_created: 2020-02-23T23:00:36Z
date_published: 2019-02-06T00:00:00Z
date_updated: 2023-09-08T11:12:04Z
day: '06'
department:
- _id: SyCr
doi: 10.1016/B978-0-12-809633-8.90721-0
edition: '2'
editor:
- first_name: Jae
  full_name: Choe, Jae
  last_name: Choe
external_id:
  isi:
  - '000248989500026'
isi: 1
language:
- iso: eng
month: '02'
oa_version: None
page: 747-755
publication: Encyclopedia of Animal Behavior
publication_identifier:
  eisbn:
  - '9780128132524'
  isbn:
  - '9780128132517'
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: Social immunity
type: book_chapter
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2019'
...
---
_id: '7524'
abstract:
- lang: eng
  text: "We prove a lower bound for the free energy (per unit volume) of the two-dimensional
    Bose gas in the thermodynamic limit. We show that the free energy at density $\\rho$
    and inverse temperature $\\beta$ differs from the one of the non-interacting system
    by the correction term $4 \\pi \\rho^2 |\\ln a^2 \\rho|^{-1} (2 - [1 - \\beta_{\\mathrm{c}}/\\beta]_+^2)$.
    Here $a$ is the scattering length of the interaction potential, $[\\cdot]_+ =
    \\max\\{ 0, \\cdot \\}$ and $\\beta_{\\mathrm{c}}$ is the inverse Berezinskii--Kosterlitz--Thouless
    critical temperature for superfluidity. The result is valid in the dilute limit\r\n$a^2\\rho
    \\ll 1$ and if $\\beta \\rho \\gtrsim 1$."
article_processing_charge: No
author:
- first_name: Andreas
  full_name: Deuchert, Andreas
  id: 4DA65CD0-F248-11E8-B48F-1D18A9856A87
  last_name: Deuchert
  orcid: 0000-0003-3146-6746
- first_name: Simon
  full_name: Mayer, Simon
  id: 30C4630A-F248-11E8-B48F-1D18A9856A87
  last_name: Mayer
- first_name: Robert
  full_name: Seiringer, Robert
  id: 4AFD0470-F248-11E8-B48F-1D18A9856A87
  last_name: Seiringer
  orcid: 0000-0002-6781-0521
citation:
  ama: Deuchert A, Mayer S, Seiringer R. The free energy of the two-dimensional dilute
    Bose gas. I. Lower bound. <i>arXiv:191003372</i>.
  apa: Deuchert, A., Mayer, S., &#38; Seiringer, R. (n.d.). The free energy of the
    two-dimensional dilute Bose gas. I. Lower bound. <i>arXiv:1910.03372</i>. ArXiv.
  chicago: Deuchert, Andreas, Simon Mayer, and Robert Seiringer. “The Free Energy
    of the Two-Dimensional Dilute Bose Gas. I. Lower Bound.” <i>ArXiv:1910.03372</i>.
    ArXiv, n.d.
  ieee: A. Deuchert, S. Mayer, and R. Seiringer, “The free energy of the two-dimensional
    dilute Bose gas. I. Lower bound,” <i>arXiv:1910.03372</i>. ArXiv.
  ista: Deuchert A, Mayer S, Seiringer R. The free energy of the two-dimensional dilute
    Bose gas. I. Lower bound. arXiv:1910.03372, .
  mla: Deuchert, Andreas, et al. “The Free Energy of the Two-Dimensional Dilute Bose
    Gas. I. Lower Bound.” <i>ArXiv:1910.03372</i>, ArXiv.
  short: A. Deuchert, S. Mayer, R. Seiringer, ArXiv:1910.03372 (n.d.).
date_created: 2020-02-26T08:46:40Z
date_published: 2019-10-08T00:00:00Z
date_updated: 2023-09-07T13:12:41Z
day: '08'
department:
- _id: RoSe
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1910.03372
month: '10'
oa: 1
oa_version: Preprint
page: '61'
project:
- _id: 25C6DC12-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '694227'
  name: Analysis of quantum many-body systems
publication: arXiv:1910.03372
publication_status: draft
publisher: ArXiv
related_material:
  record:
  - id: '7790'
    relation: later_version
    status: public
  - id: '7514'
    relation: dissertation_contains
    status: public
scopus_import: 1
status: public
title: The free energy of the two-dimensional dilute Bose gas. I. Lower bound
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '7542'
abstract:
- lang: eng
  text: We present a novel class of convolutional neural networks (CNNs) for set functions,i.e.,
    data indexed with the powerset of a finite set. The convolutions are derivedas
    linear, shift-equivariant functions for various notions of shifts on set functions.The
    framework is fundamentally different from graph convolutions based on theLaplacian,
    as it provides not one but several basic shifts, one for each element inthe ground
    set. Prototypical experiments with several set function classificationtasks on
    synthetic datasets and on datasets derived from real-world hypergraphsdemonstrate
    the potential of our new powerset CNNs.
article_processing_charge: No
arxiv: 1
author:
- first_name: Chris
  full_name: Wendler, Chris
  last_name: Wendler
- first_name: Dan-Adrian
  full_name: Alistarh, Dan-Adrian
  id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
  last_name: Alistarh
  orcid: 0000-0003-3650-940X
- first_name: Markus
  full_name: Püschel, Markus
  last_name: Püschel
citation:
  ama: 'Wendler C, Alistarh D-A, Püschel M. Powerset convolutional neural networks.
    In: Vol 32. Neural Information Processing Systems Foundation; 2019:927-938.'
  apa: 'Wendler, C., Alistarh, D.-A., &#38; Püschel, M. (2019). Powerset convolutional
    neural networks (Vol. 32, pp. 927–938). Presented at the NIPS: Conference on Neural
    Information Processing Systems, Vancouver, Canada: Neural Information Processing
    Systems Foundation.'
  chicago: Wendler, Chris, Dan-Adrian Alistarh, and Markus Püschel. “Powerset Convolutional
    Neural Networks,” 32:927–38. Neural Information Processing Systems Foundation,
    2019.
  ieee: 'C. Wendler, D.-A. Alistarh, and M. Püschel, “Powerset convolutional neural
    networks,” presented at the NIPS: Conference on Neural Information Processing
    Systems, Vancouver, Canada, 2019, vol. 32, pp. 927–938.'
  ista: 'Wendler C, Alistarh D-A, Püschel M. 2019. Powerset convolutional neural networks.
    NIPS: Conference on Neural Information Processing Systems vol. 32, 927–938.'
  mla: Wendler, Chris, et al. <i>Powerset Convolutional Neural Networks</i>. Vol.
    32, Neural Information Processing Systems Foundation, 2019, pp. 927–38.
  short: C. Wendler, D.-A. Alistarh, M. Püschel, in:, Neural Information Processing
    Systems Foundation, 2019, pp. 927–938.
conference:
  end_date: 2019-12-14
  location: Vancouver, Canada
  name: 'NIPS: Conference on Neural Information Processing Systems'
  start_date: 2019-12-08
date_created: 2020-02-28T10:03:24Z
date_published: 2019-12-01T00:00:00Z
date_updated: 2023-09-08T11:13:52Z
day: '01'
department:
- _id: DaAl
ec_funded: 1
external_id:
  arxiv:
  - '1909.02253'
  isi:
  - '000534424300084'
intvolume: '        32'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://papers.nips.cc/paper/8379-powerset-convolutional-neural-networks
month: '12'
oa: 1
oa_version: Published Version
page: 927-938
project:
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '805223'
  name: Elastic Coordination for Scalable Machine Learning
publication_identifier:
  issn:
  - 1049-5258
publication_status: published
publisher: Neural Information Processing Systems Foundation
quality_controlled: '1'
status: public
title: Powerset convolutional neural networks
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 32
year: '2019'
...
---
_id: '7547'
abstract:
- lang: eng
  text: The BH3-only family of proteins is key for initiating apoptosis in a variety
    of contexts, and may also contribute to non-apoptotic cellular processes. Historically,
    the nematode Caenorhabditis elegans has provided a powerful system for studying
    and identifying conserved regulators of BH3-only proteins. In C. elegans, the
    BH3-only protein egl-1 is expressed during development to cell-autonomously trigger
    most developmental cell deaths. Here we provide evidence that egl-1 is also transcribed
    after development in the sensory neuron pair URX without inducing apoptosis. We
    used genetic screening and epistasis analysis to determine that its transcription
    is regulated in URX by neuronal activity and/or in parallel by orthologs of Protein
    Kinase G and the Salt-Inducible Kinase family. Because several BH3-only family
    proteins are also expressed in the adult nervous system of mammals, we suggest
    that studying egl-1 expression in URX may shed light on mechanisms that regulate
    conserved family members in higher organisms.
article_processing_charge: No
article_type: original
author:
- first_name: Jesse
  full_name: Cohn, Jesse
  last_name: Cohn
- first_name: Vivek
  full_name: Dwivedi, Vivek
  last_name: Dwivedi
- first_name: Giulio
  full_name: Valperga, Giulio
  last_name: Valperga
- first_name: Nicole
  full_name: Zarate, Nicole
  last_name: Zarate
- first_name: Mario
  full_name: de Bono, Mario
  id: 4E3FF80E-F248-11E8-B48F-1D18A9856A87
  last_name: de Bono
  orcid: 0000-0001-8347-0443
- first_name: H. Robert
  full_name: Horvitz, H. Robert
  last_name: Horvitz
- first_name: Jonathan T.
  full_name: Pierce, Jonathan T.
  last_name: Pierce
citation:
  ama: 'Cohn J, Dwivedi V, Valperga G, et al. Activity-dependent regulation of the
    proapoptotic BH3-only gene egl-1 in a living neuron pair in Caenorhabditis elegans.
    <i>G3: Genes, Genomes, Genetics</i>. 2019;9(11):3703-3714. doi:<a href="https://doi.org/10.1534/g3.119.400654">10.1534/g3.119.400654</a>'
  apa: 'Cohn, J., Dwivedi, V., Valperga, G., Zarate, N., de Bono, M., Horvitz, H.
    R., &#38; Pierce, J. T. (2019). Activity-dependent regulation of the proapoptotic
    BH3-only gene egl-1 in a living neuron pair in Caenorhabditis elegans. <i>G3:
    Genes, Genomes, Genetics</i>. Genetics Society of America. <a href="https://doi.org/10.1534/g3.119.400654">https://doi.org/10.1534/g3.119.400654</a>'
  chicago: 'Cohn, Jesse, Vivek Dwivedi, Giulio Valperga, Nicole Zarate, Mario de Bono,
    H. Robert Horvitz, and Jonathan T. Pierce. “Activity-Dependent Regulation of the
    Proapoptotic BH3-Only Gene Egl-1 in a Living Neuron Pair in Caenorhabditis Elegans.”
    <i>G3: Genes, Genomes, Genetics</i>. Genetics Society of America, 2019. <a href="https://doi.org/10.1534/g3.119.400654">https://doi.org/10.1534/g3.119.400654</a>.'
  ieee: 'J. Cohn <i>et al.</i>, “Activity-dependent regulation of the proapoptotic
    BH3-only gene egl-1 in a living neuron pair in Caenorhabditis elegans,” <i>G3:
    Genes, Genomes, Genetics</i>, vol. 9, no. 11. Genetics Society of America, pp.
    3703–3714, 2019.'
  ista: 'Cohn J, Dwivedi V, Valperga G, Zarate N, de Bono M, Horvitz HR, Pierce JT.
    2019. Activity-dependent regulation of the proapoptotic BH3-only gene egl-1 in
    a living neuron pair in Caenorhabditis elegans. G3: Genes, Genomes, Genetics.
    9(11), 3703–3714.'
  mla: 'Cohn, Jesse, et al. “Activity-Dependent Regulation of the Proapoptotic BH3-Only
    Gene Egl-1 in a Living Neuron Pair in Caenorhabditis Elegans.” <i>G3: Genes, Genomes,
    Genetics</i>, vol. 9, no. 11, Genetics Society of America, 2019, pp. 3703–14,
    doi:<a href="https://doi.org/10.1534/g3.119.400654">10.1534/g3.119.400654</a>.'
  short: 'J. Cohn, V. Dwivedi, G. Valperga, N. Zarate, M. de Bono, H.R. Horvitz, J.T.
    Pierce, G3: Genes, Genomes, Genetics 9 (2019) 3703–3714.'
date_created: 2020-02-28T10:44:27Z
date_published: 2019-11-01T00:00:00Z
date_updated: 2021-01-12T08:14:07Z
day: '01'
doi: 10.1534/g3.119.400654
extern: '1'
external_id:
  pmid:
  - '31519744'
intvolume: '         9'
issue: '11'
language:
- iso: eng
month: '11'
oa_version: Published Version
page: 3703-3714
pmid: 1
publication: 'G3: Genes, Genomes, Genetics'
publication_identifier:
  issn:
  - 2160-1836
publication_status: published
publisher: Genetics Society of America
quality_controlled: '1'
status: public
title: Activity-dependent regulation of the proapoptotic BH3-only gene egl-1 in a
  living neuron pair in Caenorhabditis elegans
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 9
year: '2019'
...
---
_id: '7548'
abstract:
- lang: eng
  text: Although the aggregation of the amyloid-β peptide (Aβ) into amyloid fibrils
    is a well-established hallmark of Alzheimer’s disease, the complex mechanisms
    linking this process to neurodegeneration are still incompletely understood. The
    nematode worm C. elegans is a valuable model organism through which to study these
    mechanisms because of its simple nervous system and its relatively short lifespan.
    Standard Aβ-based C. elegans models of Alzheimer’s disease are designed to study
    the toxic effects of the overexpression of Aβ in the muscle or nervous systems.
    However, the wide variety of effects associated with the tissue-level overexpression
    of Aβ makes it difficult to single out and study specific cellular mechanisms
    related to the onset of Alzheimer’s disease. Here, to better understand how to
    investigate the early events affecting neuronal signalling, we created a C. elegans
    model expressing Aβ42, the 42-residue form of Aβ, from a single-copy gene insertion
    in just one pair of glutamatergic sensory neurons, the BAG neurons. In behavioural
    assays, we found that the Aβ42-expressing animals displayed a subtle modulation
    of the response to CO2, compared to controls. Ca2+ imaging revealed that the BAG
    neurons in young Aβ42-expressing nematodes were activated more strongly than in
    control animals, and that neuronal activation remained intact until old age. Taken
    together, our results suggest that Aβ42-expression in this very subtle model of
    AD is sufficient to modulate the behavioural response but not strong enough to
    generate significant neurotoxicity, suggesting that slightly more aggressive perturbations
    will enable effectively studies of the links between the modulation of a physiological
    response and its associated neurotoxicity.
article_number: e0217746
article_processing_charge: No
article_type: original
author:
- first_name: Tessa
  full_name: Sinnige, Tessa
  last_name: Sinnige
- first_name: Prashanth
  full_name: Ciryam, Prashanth
  last_name: Ciryam
- first_name: Samuel
  full_name: Casford, Samuel
  last_name: Casford
- first_name: Christopher M.
  full_name: Dobson, Christopher M.
  last_name: Dobson
- first_name: Mario
  full_name: de Bono, Mario
  id: 4E3FF80E-F248-11E8-B48F-1D18A9856A87
  last_name: de Bono
  orcid: 0000-0001-8347-0443
- first_name: Michele
  full_name: Vendruscolo, Michele
  last_name: Vendruscolo
citation:
  ama: Sinnige T, Ciryam P, Casford S, Dobson CM, de Bono M, Vendruscolo M. Expression
    of the amyloid-β peptide in a single pair of C. elegans sensory neurons modulates
    the associated behavioural response. <i>PLOS ONE</i>. 2019;14(5). doi:<a href="https://doi.org/10.1371/journal.pone.0217746">10.1371/journal.pone.0217746</a>
  apa: Sinnige, T., Ciryam, P., Casford, S., Dobson, C. M., de Bono, M., &#38; Vendruscolo,
    M. (2019). Expression of the amyloid-β peptide in a single pair of C. elegans
    sensory neurons modulates the associated behavioural response. <i>PLOS ONE</i>.
    Public Library of Science. <a href="https://doi.org/10.1371/journal.pone.0217746">https://doi.org/10.1371/journal.pone.0217746</a>
  chicago: Sinnige, Tessa, Prashanth Ciryam, Samuel Casford, Christopher M. Dobson,
    Mario de Bono, and Michele Vendruscolo. “Expression of the Amyloid-β Peptide in
    a Single Pair of C. Elegans Sensory Neurons Modulates the Associated Behavioural
    Response.” <i>PLOS ONE</i>. Public Library of Science, 2019. <a href="https://doi.org/10.1371/journal.pone.0217746">https://doi.org/10.1371/journal.pone.0217746</a>.
  ieee: T. Sinnige, P. Ciryam, S. Casford, C. M. Dobson, M. de Bono, and M. Vendruscolo,
    “Expression of the amyloid-β peptide in a single pair of C. elegans sensory neurons
    modulates the associated behavioural response,” <i>PLOS ONE</i>, vol. 14, no.
    5. Public Library of Science, 2019.
  ista: Sinnige T, Ciryam P, Casford S, Dobson CM, de Bono M, Vendruscolo M. 2019.
    Expression of the amyloid-β peptide in a single pair of C. elegans sensory neurons
    modulates the associated behavioural response. PLOS ONE. 14(5), e0217746.
  mla: Sinnige, Tessa, et al. “Expression of the Amyloid-β Peptide in a Single Pair
    of C. Elegans Sensory Neurons Modulates the Associated Behavioural Response.”
    <i>PLOS ONE</i>, vol. 14, no. 5, e0217746, Public Library of Science, 2019, doi:<a
    href="https://doi.org/10.1371/journal.pone.0217746">10.1371/journal.pone.0217746</a>.
  short: T. Sinnige, P. Ciryam, S. Casford, C.M. Dobson, M. de Bono, M. Vendruscolo,
    PLOS ONE 14 (2019).
date_created: 2020-02-28T10:45:13Z
date_published: 2019-05-31T00:00:00Z
date_updated: 2021-01-12T08:14:08Z
day: '31'
doi: 10.1371/journal.pone.0217746
extern: '1'
intvolume: '        14'
issue: '5'
language:
- iso: eng
month: '05'
oa_version: Published Version
publication: PLOS ONE
publication_identifier:
  issn:
  - 1932-6203
publication_status: published
publisher: Public Library of Science
quality_controlled: '1'
status: public
title: Expression of the amyloid-β peptide in a single pair of C. elegans sensory
  neurons modulates the associated behavioural response
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 14
year: '2019'
...
---
_id: '7550'
abstract:
- lang: eng
  text: 'We consider an optimal control problem for an abstract nonlinear dissipative
    evolution equation. The differential constraint is penalized by augmenting the
    target functional by a nonnegative global-in-time functional which is null-minimized
    in the evolution equation is satisfied. Different variational settings are presented,
    leading to the convergence of the penalization method for gradient flows, noncyclic
    and semimonotone flows, doubly nonlinear evolutions, and GENERIC systems. '
acknowledgement: This work is supported by Vienna Science and Technology Fund (WWTF)
  through Project MA14-009 and by the Austrian Science Fund (FWF) projects F 65 and
  I 2375.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Lorenzo
  full_name: Portinale, Lorenzo
  id: 30AD2CBC-F248-11E8-B48F-1D18A9856A87
  last_name: Portinale
- first_name: Ulisse
  full_name: Stefanelli, Ulisse
  last_name: Stefanelli
citation:
  ama: Portinale L, Stefanelli U. Penalization via global functionals of optimal-control
    problems for dissipative evolution. <i>Advances in Mathematical Sciences and Applications</i>.
    2019;28(2):425-447.
  apa: Portinale, L., &#38; Stefanelli, U. (2019). Penalization via global functionals
    of optimal-control problems for dissipative evolution. <i>Advances in Mathematical
    Sciences and Applications</i>. Gakko Tosho.
  chicago: Portinale, Lorenzo, and Ulisse Stefanelli. “Penalization via Global Functionals
    of Optimal-Control Problems for Dissipative Evolution.” <i>Advances in Mathematical
    Sciences and Applications</i>. Gakko Tosho, 2019.
  ieee: L. Portinale and U. Stefanelli, “Penalization via global functionals of optimal-control
    problems for dissipative evolution,” <i>Advances in Mathematical Sciences and
    Applications</i>, vol. 28, no. 2. Gakko Tosho, pp. 425–447, 2019.
  ista: Portinale L, Stefanelli U. 2019. Penalization via global functionals of optimal-control
    problems for dissipative evolution. Advances in Mathematical Sciences and Applications.
    28(2), 425–447.
  mla: Portinale, Lorenzo, and Ulisse Stefanelli. “Penalization via Global Functionals
    of Optimal-Control Problems for Dissipative Evolution.” <i>Advances in Mathematical
    Sciences and Applications</i>, vol. 28, no. 2, Gakko Tosho, 2019, pp. 425–47.
  short: L. Portinale, U. Stefanelli, Advances in Mathematical Sciences and Applications
    28 (2019) 425–447.
date_created: 2020-02-28T10:54:41Z
date_published: 2019-10-22T00:00:00Z
date_updated: 2022-06-17T07:52:41Z
day: '22'
department:
- _id: JaMa
external_id:
  arxiv:
  - '1910.10050'
intvolume: '        28'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: ' https://doi.org/10.48550/arXiv.1910.10050'
month: '10'
oa: 1
oa_version: Preprint
page: 425-447
project:
- _id: fc31cba2-9c52-11eb-aca3-ff467d239cd2
  grant_number: F6504
  name: Taming Complexity in Partial Differential Systems
publication: Advances in Mathematical Sciences and Applications
publication_identifier:
  issn:
  - 1343-4373
publication_status: published
publisher: Gakko Tosho
quality_controlled: '1'
status: public
title: Penalization via global functionals of optimal-control problems for dissipative
  evolution
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 28
year: '2019'
...
---
_id: '7552'
abstract:
- lang: eng
  text: 'There is increasing evidence that protein binding to specific sites along
    DNA can activate the reading out of genetic information without coming into direct
    physical contact with the gene. There also is evidence that these distant but
    interacting sites are embedded in a liquid droplet of proteins which condenses
    out of the surrounding solution. We argue that droplet-mediated interactions can
    account for crucial features of gene regulation only if the droplet is poised
    at a non-generic point in its phase diagram. We explore a minimal model that embodies
    this idea, show that this model has a natural mechanism for self-tuning, and suggest
    direct experimental tests. '
article_processing_charge: No
arxiv: 1
author:
- first_name: William
  full_name: Bialek, William
  last_name: Bialek
- first_name: Thomas
  full_name: Gregor, Thomas
  last_name: Gregor
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
citation:
  ama: Bialek W, Gregor T, Tkačik G. Action at a distance in transcriptional regulation.
    <i>arXiv:191208579</i>.
  apa: Bialek, W., Gregor, T., &#38; Tkačik, G. (n.d.). Action at a distance in transcriptional
    regulation. <i>arXiv:1912.08579</i>. ArXiv.
  chicago: Bialek, William, Thomas Gregor, and Gašper Tkačik. “Action at a Distance
    in Transcriptional Regulation.” <i>ArXiv:1912.08579</i>. ArXiv, n.d.
  ieee: W. Bialek, T. Gregor, and G. Tkačik, “Action at a distance in transcriptional
    regulation,” <i>arXiv:1912.08579</i>. ArXiv.
  ista: Bialek W, Gregor T, Tkačik G. Action at a distance in transcriptional regulation.
    arXiv:1912.08579, .
  mla: Bialek, William, et al. “Action at a Distance in Transcriptional Regulation.”
    <i>ArXiv:1912.08579</i>, ArXiv.
  short: W. Bialek, T. Gregor, G. Tkačik, ArXiv:1912.08579 (n.d.).
date_created: 2020-02-28T10:57:08Z
date_published: 2019-12-18T00:00:00Z
date_updated: 2021-01-12T08:14:09Z
day: '18'
department:
- _id: GaTk
external_id:
  arxiv:
  - '1912.08579'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1912.08579
month: '12'
oa: 1
oa_version: Preprint
page: '5'
project:
- _id: 254E9036-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P28844-B27
  name: Biophysics of information processing in gene regulation
publication: arXiv:1912.08579
publication_status: submitted
publisher: ArXiv
status: public
title: Action at a distance in transcriptional regulation
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '7576'
abstract:
- lang: eng
  text: We present the results of a friendly competition for formal verification of
    continuous and hybrid systems with nonlinear continuous dynamics. The friendly
    competition took place as part of the workshop Applied Verification for Continuous
    and Hybrid Systems (ARCH) in 2019. In this year, 6 tools Ariadne, CORA, DynIbex,
    Flow*, Isabelle/HOL, and JuliaReach (in alphabetic order) participated. They are
    applied to solve reachability analysis problems on four benchmark problems, one
    of them with hybrid dynamics. We do not rank the tools based on the results, but
    show the current status and discover the potential advantages of different tools.
article_processing_charge: No
author:
- first_name: Fabian
  full_name: Immler, Fabian
  last_name: Immler
- first_name: Matthias
  full_name: Althoff, Matthias
  last_name: Althoff
- first_name: Luis
  full_name: Benet, Luis
  last_name: Benet
- first_name: Alexandre
  full_name: Chapoutot, Alexandre
  last_name: Chapoutot
- first_name: Xin
  full_name: Chen, Xin
  last_name: Chen
- first_name: Marcelo
  full_name: Forets, Marcelo
  last_name: Forets
- first_name: Luca
  full_name: Geretti, Luca
  last_name: Geretti
- first_name: Niklas
  full_name: Kochdumper, Niklas
  last_name: Kochdumper
- first_name: David P.
  full_name: Sanders, David P.
  last_name: Sanders
- first_name: Christian
  full_name: Schilling, Christian
  id: 3A2F4DCE-F248-11E8-B48F-1D18A9856A87
  last_name: Schilling
  orcid: 0000-0003-3658-1065
citation:
  ama: 'Immler F, Althoff M, Benet L, et al. ARCH-COMP19 Category Report: Continuous
    and hybrid systems with nonlinear dynamics. In: <i>EPiC Series in Computing</i>.
    Vol 61. EasyChair Publications; 2019:41-61. doi:<a href="https://doi.org/10.29007/m75b">10.29007/m75b</a>'
  apa: 'Immler, F., Althoff, M., Benet, L., Chapoutot, A., Chen, X., Forets, M., …
    Schilling, C. (2019). ARCH-COMP19 Category Report: Continuous and hybrid systems
    with nonlinear dynamics. In <i>EPiC Series in Computing</i> (Vol. 61, pp. 41–61).
    Montreal, Canada: EasyChair Publications. <a href="https://doi.org/10.29007/m75b">https://doi.org/10.29007/m75b</a>'
  chicago: 'Immler, Fabian, Matthias Althoff, Luis Benet, Alexandre Chapoutot, Xin
    Chen, Marcelo Forets, Luca Geretti, Niklas Kochdumper, David P. Sanders, and Christian
    Schilling. “ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Nonlinear
    Dynamics.” In <i>EPiC Series in Computing</i>, 61:41–61. EasyChair Publications,
    2019. <a href="https://doi.org/10.29007/m75b">https://doi.org/10.29007/m75b</a>.'
  ieee: 'F. Immler <i>et al.</i>, “ARCH-COMP19 Category Report: Continuous and hybrid
    systems with nonlinear dynamics,” in <i>EPiC Series in Computing</i>, Montreal,
    Canada, 2019, vol. 61, pp. 41–61.'
  ista: 'Immler F, Althoff M, Benet L, Chapoutot A, Chen X, Forets M, Geretti L, Kochdumper
    N, Sanders DP, Schilling C. 2019. ARCH-COMP19 Category Report: Continuous and
    hybrid systems with nonlinear dynamics. EPiC Series in Computing. ARCH: International
    Workshop on Applied Verification on Continuous and Hybrid Systems vol. 61, 41–61.'
  mla: 'Immler, Fabian, et al. “ARCH-COMP19 Category Report: Continuous and Hybrid
    Systems with Nonlinear Dynamics.” <i>EPiC Series in Computing</i>, vol. 61, EasyChair
    Publications, 2019, pp. 41–61, doi:<a href="https://doi.org/10.29007/m75b">10.29007/m75b</a>.'
  short: F. Immler, M. Althoff, L. Benet, A. Chapoutot, X. Chen, M. Forets, L. Geretti,
    N. Kochdumper, D.P. Sanders, C. Schilling, in:, EPiC Series in Computing, EasyChair
    Publications, 2019, pp. 41–61.
conference:
  end_date: 2019-04-15
  location: Montreal, Canada
  name: 'ARCH: International Workshop on Applied Verification on Continuous and Hybrid
    Systems'
  start_date: 2019-04-15
date_created: 2020-03-08T23:00:49Z
date_published: 2019-05-25T00:00:00Z
date_updated: 2021-01-12T08:14:17Z
day: '25'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.29007/m75b
file:
- access_level: open_access
  checksum: 9138977a06fcd6a95976eb4bca875f0c
  content_type: application/pdf
  creator: dernst
  date_created: 2020-03-24T07:36:36Z
  date_updated: 2020-07-14T12:48:00Z
  file_id: '7617'
  file_name: 2019_ARCH19_Immler.pdf
  file_size: 1934830
  relation: main_file
file_date_updated: 2020-07-14T12:48:00Z
has_accepted_license: '1'
intvolume: '        61'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: 41-61
publication: EPiC Series in Computing
publication_identifier:
  eissn:
  - '23987340'
publication_status: published
publisher: EasyChair Publications
quality_controlled: '1'
scopus_import: 1
status: public
title: 'ARCH-COMP19 Category Report: Continuous and hybrid systems with nonlinear
  dynamics'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 61
year: '2019'
...
---
_id: '7606'
abstract:
- lang: eng
  text: We derive a tight lower bound on equivocation (conditional entropy), or equivalently
    a tight upper bound on mutual information between a signal variable and channel
    outputs. The bound is in terms of the joint distribution of the signals and maximum
    a posteriori decodes (most probable signals given channel output). As part of
    our derivation, we describe the key properties of the distribution of signals,
    channel outputs and decodes, that minimizes equivocation and maximizes mutual
    information. This work addresses a problem in data analysis, where mutual information
    between signals and decodes is sometimes used to lower bound the mutual information
    between signals and channel outputs. Our result provides a corresponding upper
    bound.
article_number: '8989292'
article_processing_charge: No
arxiv: 1
author:
- first_name: Michal
  full_name: Hledik, Michal
  id: 4171253A-F248-11E8-B48F-1D18A9856A87
  last_name: Hledik
- first_name: Thomas R
  full_name: Sokolowski, Thomas R
  id: 3E999752-F248-11E8-B48F-1D18A9856A87
  last_name: Sokolowski
  orcid: 0000-0002-1287-3779
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
citation:
  ama: 'Hledik M, Sokolowski TR, Tkačik G. A tight upper bound on mutual information.
    In: <i>IEEE Information Theory Workshop, ITW 2019</i>. IEEE; 2019. doi:<a href="https://doi.org/10.1109/ITW44776.2019.8989292">10.1109/ITW44776.2019.8989292</a>'
  apa: 'Hledik, M., Sokolowski, T. R., &#38; Tkačik, G. (2019). A tight upper bound
    on mutual information. In <i>IEEE Information Theory Workshop, ITW 2019</i>. Visby,
    Sweden: IEEE. <a href="https://doi.org/10.1109/ITW44776.2019.8989292">https://doi.org/10.1109/ITW44776.2019.8989292</a>'
  chicago: Hledik, Michal, Thomas R Sokolowski, and Gašper Tkačik. “A Tight Upper
    Bound on Mutual Information.” In <i>IEEE Information Theory Workshop, ITW 2019</i>.
    IEEE, 2019. <a href="https://doi.org/10.1109/ITW44776.2019.8989292">https://doi.org/10.1109/ITW44776.2019.8989292</a>.
  ieee: M. Hledik, T. R. Sokolowski, and G. Tkačik, “A tight upper bound on mutual
    information,” in <i>IEEE Information Theory Workshop, ITW 2019</i>, Visby, Sweden,
    2019.
  ista: Hledik M, Sokolowski TR, Tkačik G. 2019. A tight upper bound on mutual information.
    IEEE Information Theory Workshop, ITW 2019. Information Theory Workshop, 8989292.
  mla: Hledik, Michal, et al. “A Tight Upper Bound on Mutual Information.” <i>IEEE
    Information Theory Workshop, ITW 2019</i>, 8989292, IEEE, 2019, doi:<a href="https://doi.org/10.1109/ITW44776.2019.8989292">10.1109/ITW44776.2019.8989292</a>.
  short: M. Hledik, T.R. Sokolowski, G. Tkačik, in:, IEEE Information Theory Workshop,
    ITW 2019, IEEE, 2019.
conference:
  end_date: 2019-08-28
  location: Visby, Sweden
  name: Information Theory Workshop
  start_date: 2019-08-25
date_created: 2020-03-22T23:00:47Z
date_published: 2019-08-01T00:00:00Z
date_updated: 2025-06-30T13:21:05Z
day: '01'
department:
- _id: GaTk
doi: 10.1109/ITW44776.2019.8989292
ec_funded: 1
external_id:
  arxiv:
  - '1812.01475'
  isi:
  - '000540384500015'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1812.01475
month: '08'
oa: 1
oa_version: Preprint
project:
- _id: 2564DBCA-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '665385'
  name: International IST Doctoral Program
publication: IEEE Information Theory Workshop, ITW 2019
publication_identifier:
  isbn:
  - '9781538669006'
publication_status: published
publisher: IEEE
quality_controlled: '1'
related_material:
  record:
  - id: '15020'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: A tight upper bound on mutual information
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2019'
...
---
_id: '7627'
abstract:
- lang: eng
  text: 'Electrodepositing  insulating  and  insoluble  Li2O2  is  the  key  process  during  discharge  of  aprotic  Li-O2
    batteries  and  determines  rate,  capacity,  and  reversibility.  Current  understanding  states  that  the
    partition  between  surface  adsorbed  and  solvated  LiO2  governs  whether  Li2O2  grows  as  surface  film,
    leading to low capacity even at low rates, or in solution, leading to particles
    and high capacities. Here we show that Li2O2 forms to the widest extent as particles
    via solution mediated LiO2 disproportionation. We  describe  a  unified  Li2O2  growth  model  that  conclusively  explains  capacity  limitations  across  the
    whole range of electrolytes. Deciding for particle morphology, achievable rate
    and capacities are species mobilities,   electrode   specific   surface   area   (determining  true   areal   rate)   and   the  concentration
    distribution of associated LiO2 in solution. Provided that species mobilities
    and surface are high, high, capacities are possible even with low-donor-number
    electrolytes, previously considered prototypical for low   capacity   via   surface   growth.   The   tools   for   these   insights   are   microscopy,   hydrodynamic
    voltammetry, a numerical reaction model, and in situ small/wide angle X-ray scattering
    (SAXS/WAXS). Combined with sophisticated data analysis, SAXS allows retrieving
    rich quantitative information from complex multi-phase systems. On a wider perspective,
    this SAXS method is a powerful in situ metrology with  atomic  to  sub-micron  resolution  to  study  mechanisms  in  complex  electrochemical  systems  and
    beyond. '
article_processing_charge: No
author:
- first_name: Christian
  full_name: Prehal, Christian
  last_name: Prehal
- first_name: Aleksej
  full_name: Samojlov, Aleksej
  last_name: Samojlov
- first_name: Manfred
  full_name: Nachtnebel, Manfred
  last_name: Nachtnebel
- first_name: Manfred
  full_name: Kriechbaum, Manfred
  last_name: Kriechbaum
- first_name: Heinz
  full_name: Amenitsch, Heinz
  last_name: Amenitsch
- first_name: Stefan Alexander
  full_name: Freunberger, Stefan Alexander
  id: A8CA28E6-CE23-11E9-AD2D-EC27E6697425
  last_name: Freunberger
  orcid: 0000-0003-2902-5319
citation:
  ama: Prehal C, Samojlov A, Nachtnebel M, Kriechbaum M, Amenitsch H, Freunberger
    SA. A revised O2 reduction model in Li-O2 batteries as revealed by in situ small
    angle X-ray scattering.
  apa: Prehal, C., Samojlov, A., Nachtnebel, M., Kriechbaum, M., Amenitsch, H., &#38;
    Freunberger, S. A. (n.d.). A revised O2 reduction model in Li-O2 batteries as
    revealed by in situ small angle X-ray scattering. ChemRxiv.
  chicago: Prehal, Christian, Aleksej Samojlov, Manfred Nachtnebel, Manfred Kriechbaum,
    Heinz Amenitsch, and Stefan Alexander Freunberger. “A Revised O2 Reduction Model
    in Li-O2 Batteries as Revealed by in Situ Small Angle X-Ray Scattering.” ChemRxiv,
    n.d.
  ieee: C. Prehal, A. Samojlov, M. Nachtnebel, M. Kriechbaum, H. Amenitsch, and S.
    A. Freunberger, “A revised O2 reduction model in Li-O2 batteries as revealed by
    in situ small angle X-ray scattering.” ChemRxiv.
  ista: Prehal C, Samojlov A, Nachtnebel M, Kriechbaum M, Amenitsch H, Freunberger
    SA. A revised O2 reduction model in Li-O2 batteries as revealed by in situ small
    angle X-ray scattering.
  mla: Prehal, Christian, et al. <i>A Revised O2 Reduction Model in Li-O2 Batteries
    as Revealed by in Situ Small Angle X-Ray Scattering</i>. ChemRxiv.
  short: C. Prehal, A. Samojlov, M. Nachtnebel, M. Kriechbaum, H. Amenitsch, S.A.
    Freunberger, (n.d.).
date_created: 2020-04-01T10:10:21Z
date_published: 2019-12-26T00:00:00Z
date_updated: 2020-04-06T10:36:21Z
day: '26'
extern: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.26434/chemrxiv.11447775.v1
month: '12'
oa: 1
oa_version: Preprint
page: '50'
publication_status: submitted
publisher: ChemRxiv
status: public
title: A revised O2 reduction model in Li-O2 batteries as revealed by in situ small
  angle X-ray scattering
type: preprint
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '7639'
abstract:
- lang: eng
  text: Deep neural networks (DNNs) have become increasingly important due to their
    excellent empirical performance on a wide range of problems. However, regularization
    is generally achieved by indirect means, largely due to the complex set of functions
    defined by a network and the difficulty in measuring function complexity. There
    exists no method in the literature for additive regularization based on a norm
    of the function, as is classically considered in statistical learning theory.
    In this work, we study the tractability of function norms for deep neural networks
    with ReLU activations. We provide, to the best of our knowledge, the first proof
    in the literature of the NP-hardness of computing function norms of DNNs of 3
    or more layers. We also highlight a fundamental difference between shallow and
    deep networks. In the light on these results, we propose a new regularization
    strategy based on approximate function norms, and show its efficiency on a segmentation
    task with a DNN.
article_number: 748-752
article_processing_charge: No
author:
- first_name: Amal
  full_name: Rannen-Triki, Amal
  last_name: Rannen-Triki
- first_name: Maxim
  full_name: Berman, Maxim
  last_name: Berman
- first_name: Vladimir
  full_name: Kolmogorov, Vladimir
  id: 3D50B0BA-F248-11E8-B48F-1D18A9856A87
  last_name: Kolmogorov
- first_name: Matthew B.
  full_name: Blaschko, Matthew B.
  last_name: Blaschko
citation:
  ama: 'Rannen-Triki A, Berman M, Kolmogorov V, Blaschko MB. Function norms for neural
    networks. In: <i>Proceedings of the 2019 International Conference on Computer
    Vision Workshop</i>. IEEE; 2019. doi:<a href="https://doi.org/10.1109/ICCVW.2019.00097">10.1109/ICCVW.2019.00097</a>'
  apa: 'Rannen-Triki, A., Berman, M., Kolmogorov, V., &#38; Blaschko, M. B. (2019).
    Function norms for neural networks. In <i>Proceedings of the 2019 International
    Conference on Computer Vision Workshop</i>. Seoul, South Korea: IEEE. <a href="https://doi.org/10.1109/ICCVW.2019.00097">https://doi.org/10.1109/ICCVW.2019.00097</a>'
  chicago: Rannen-Triki, Amal, Maxim Berman, Vladimir Kolmogorov, and Matthew B. Blaschko.
    “Function Norms for Neural Networks.” In <i>Proceedings of the 2019 International
    Conference on Computer Vision Workshop</i>. IEEE, 2019. <a href="https://doi.org/10.1109/ICCVW.2019.00097">https://doi.org/10.1109/ICCVW.2019.00097</a>.
  ieee: A. Rannen-Triki, M. Berman, V. Kolmogorov, and M. B. Blaschko, “Function norms
    for neural networks,” in <i>Proceedings of the 2019 International Conference on
    Computer Vision Workshop</i>, Seoul, South Korea, 2019.
  ista: 'Rannen-Triki A, Berman M, Kolmogorov V, Blaschko MB. 2019. Function norms
    for neural networks. Proceedings of the 2019 International Conference on Computer
    Vision Workshop. ICCVW: International Conference on Computer Vision Workshop,
    748–752.'
  mla: Rannen-Triki, Amal, et al. “Function Norms for Neural Networks.” <i>Proceedings
    of the 2019 International Conference on Computer Vision Workshop</i>, 748–752,
    IEEE, 2019, doi:<a href="https://doi.org/10.1109/ICCVW.2019.00097">10.1109/ICCVW.2019.00097</a>.
  short: A. Rannen-Triki, M. Berman, V. Kolmogorov, M.B. Blaschko, in:, Proceedings
    of the 2019 International Conference on Computer Vision Workshop, IEEE, 2019.
conference:
  end_date: 2019-10-28
  location: Seoul, South Korea
  name: 'ICCVW: International Conference on Computer Vision Workshop'
  start_date: 2019-10-27
date_created: 2020-04-05T22:00:50Z
date_published: 2019-10-01T00:00:00Z
date_updated: 2023-09-08T11:19:12Z
day: '01'
department:
- _id: VlKo
doi: 10.1109/ICCVW.2019.00097
external_id:
  isi:
  - '000554591600090'
isi: 1
language:
- iso: eng
month: '10'
oa_version: None
publication: Proceedings of the 2019 International Conference on Computer Vision Workshop
publication_identifier:
  isbn:
  - '9781728150239'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Function norms for neural networks
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2019'
...
---
_id: '7640'
abstract:
- lang: eng
  text: We propose a new model for detecting visual relationships, such as "person
    riding motorcycle" or "bottle on table". This task is an important step towards
    comprehensive structured mage understanding, going beyond detecting individual
    objects. Our main novelty is a Box Attention mechanism that allows to model pairwise
    interactions between objects using standard object detection pipelines. The resulting
    model is conceptually clean, expressive and relies on well-justified training
    and prediction procedures. Moreover, unlike previously proposed approaches, our
    model does not introduce any additional complex components or hyperparameters
    on top of those already required by the underlying detection model. We conduct
    an experimental evaluation on two datasets, V-COCO and Open Images, demonstrating
    strong quantitative and qualitative results.
article_number: 1749-1753
article_processing_charge: No
arxiv: 1
author:
- first_name: Alexander
  full_name: Kolesnikov, Alexander
  id: 2D157DB6-F248-11E8-B48F-1D18A9856A87
  last_name: Kolesnikov
- first_name: Alina
  full_name: Kuznetsova, Alina
  last_name: Kuznetsova
- first_name: Christoph
  full_name: Lampert, Christoph
  id: 40C20FD2-F248-11E8-B48F-1D18A9856A87
  last_name: Lampert
  orcid: 0000-0001-8622-7887
- first_name: Vittorio
  full_name: Ferrari, Vittorio
  last_name: Ferrari
citation:
  ama: 'Kolesnikov A, Kuznetsova A, Lampert C, Ferrari V. Detecting visual relationships
    using box attention. In: <i>Proceedings of the 2019 International Conference on
    Computer Vision Workshop</i>. IEEE; 2019. doi:<a href="https://doi.org/10.1109/ICCVW.2019.00217">10.1109/ICCVW.2019.00217</a>'
  apa: 'Kolesnikov, A., Kuznetsova, A., Lampert, C., &#38; Ferrari, V. (2019). Detecting
    visual relationships using box attention. In <i>Proceedings of the 2019 International
    Conference on Computer Vision Workshop</i>. Seoul, South Korea: IEEE. <a href="https://doi.org/10.1109/ICCVW.2019.00217">https://doi.org/10.1109/ICCVW.2019.00217</a>'
  chicago: Kolesnikov, Alexander, Alina Kuznetsova, Christoph Lampert, and Vittorio
    Ferrari. “Detecting Visual Relationships Using Box Attention.” In <i>Proceedings
    of the 2019 International Conference on Computer Vision Workshop</i>. IEEE, 2019.
    <a href="https://doi.org/10.1109/ICCVW.2019.00217">https://doi.org/10.1109/ICCVW.2019.00217</a>.
  ieee: A. Kolesnikov, A. Kuznetsova, C. Lampert, and V. Ferrari, “Detecting visual
    relationships using box attention,” in <i>Proceedings of the 2019 International
    Conference on Computer Vision Workshop</i>, Seoul, South Korea, 2019.
  ista: 'Kolesnikov A, Kuznetsova A, Lampert C, Ferrari V. 2019. Detecting visual
    relationships using box attention. Proceedings of the 2019 International Conference
    on Computer Vision Workshop. ICCVW: International Conference on Computer Vision
    Workshop, 1749–1753.'
  mla: Kolesnikov, Alexander, et al. “Detecting Visual Relationships Using Box Attention.”
    <i>Proceedings of the 2019 International Conference on Computer Vision Workshop</i>,
    1749–1753, IEEE, 2019, doi:<a href="https://doi.org/10.1109/ICCVW.2019.00217">10.1109/ICCVW.2019.00217</a>.
  short: A. Kolesnikov, A. Kuznetsova, C. Lampert, V. Ferrari, in:, Proceedings of
    the 2019 International Conference on Computer Vision Workshop, IEEE, 2019.
conference:
  end_date: 2019-10-28
  location: Seoul, South Korea
  name: 'ICCVW: International Conference on Computer Vision Workshop'
  start_date: 2019-10-27
date_created: 2020-04-05T22:00:51Z
date_published: 2019-10-01T00:00:00Z
date_updated: 2023-09-08T11:18:37Z
day: '01'
department:
- _id: ChLa
doi: 10.1109/ICCVW.2019.00217
ec_funded: 1
external_id:
  arxiv:
  - '1807.02136'
  isi:
  - '000554591601098'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1807.02136
month: '10'
oa: 1
oa_version: Preprint
project:
- _id: 2532554C-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '308036'
  name: Lifelong Learning of Visual Scene Understanding
publication: Proceedings of the 2019 International Conference on Computer Vision Workshop
publication_identifier:
  isbn:
  - '9781728150239'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Detecting visual relationships using box attention
type: conference
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
year: '2019'
...
---
_id: '7710'
abstract:
- lang: eng
  text: 'The number of human genomes being genotyped or sequenced increases exponentially
    and efficient haplotype estimation methods able to handle this amount of data
    are now required. Here we present a method, SHAPEIT4, which substantially improves
    upon other methods to process large genotype and high coverage sequencing datasets.
    It notably exhibits sub-linear running times with sample size, provides highly
    accurate haplotypes and allows integrating external phasing information such as
    large reference panels of haplotypes, collections of pre-phased variants and long
    sequencing reads. We provide SHAPEIT4 in an open source format and demonstrate
    its performance in terms of accuracy and running times on two gold standard datasets:
    the UK Biobank data and the Genome In A Bottle.'
article_number: '5436'
article_processing_charge: No
article_type: original
author:
- first_name: Olivier
  full_name: Delaneau, Olivier
  last_name: Delaneau
- first_name: Jean-François
  full_name: Zagury, Jean-François
  last_name: Zagury
- first_name: Matthew Richard
  full_name: Robinson, Matthew Richard
  id: E5D42276-F5DA-11E9-8E24-6303E6697425
  last_name: Robinson
  orcid: 0000-0001-8982-8813
- first_name: Jonathan L.
  full_name: Marchini, Jonathan L.
  last_name: Marchini
- first_name: Emmanouil T.
  full_name: Dermitzakis, Emmanouil T.
  last_name: Dermitzakis
citation:
  ama: Delaneau O, Zagury J-F, Robinson MR, Marchini JL, Dermitzakis ET. Accurate,
    scalable and integrative haplotype estimation. <i>Nature Communications</i>. 2019;10.
    doi:<a href="https://doi.org/10.1038/s41467-019-13225-y">10.1038/s41467-019-13225-y</a>
  apa: Delaneau, O., Zagury, J.-F., Robinson, M. R., Marchini, J. L., &#38; Dermitzakis,
    E. T. (2019). Accurate, scalable and integrative haplotype estimation. <i>Nature
    Communications</i>. Springer Nature. <a href="https://doi.org/10.1038/s41467-019-13225-y">https://doi.org/10.1038/s41467-019-13225-y</a>
  chicago: Delaneau, Olivier, Jean-François Zagury, Matthew Richard Robinson, Jonathan
    L. Marchini, and Emmanouil T. Dermitzakis. “Accurate, Scalable and Integrative
    Haplotype Estimation.” <i>Nature Communications</i>. Springer Nature, 2019. <a
    href="https://doi.org/10.1038/s41467-019-13225-y">https://doi.org/10.1038/s41467-019-13225-y</a>.
  ieee: O. Delaneau, J.-F. Zagury, M. R. Robinson, J. L. Marchini, and E. T. Dermitzakis,
    “Accurate, scalable and integrative haplotype estimation,” <i>Nature Communications</i>,
    vol. 10. Springer Nature, 2019.
  ista: Delaneau O, Zagury J-F, Robinson MR, Marchini JL, Dermitzakis ET. 2019. Accurate,
    scalable and integrative haplotype estimation. Nature Communications. 10, 5436.
  mla: Delaneau, Olivier, et al. “Accurate, Scalable and Integrative Haplotype Estimation.”
    <i>Nature Communications</i>, vol. 10, 5436, Springer Nature, 2019, doi:<a href="https://doi.org/10.1038/s41467-019-13225-y">10.1038/s41467-019-13225-y</a>.
  short: O. Delaneau, J.-F. Zagury, M.R. Robinson, J.L. Marchini, E.T. Dermitzakis,
    Nature Communications 10 (2019).
date_created: 2020-04-30T10:40:32Z
date_published: 2019-11-28T00:00:00Z
date_updated: 2021-01-12T08:15:01Z
day: '28'
doi: 10.1038/s41467-019-13225-y
extern: '1'
intvolume: '        10'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1038/s41467-019-13225-y
month: '11'
oa: 1
oa_version: Published Version
publication: Nature Communications
publication_identifier:
  issn:
  - 2041-1723
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
status: public
title: Accurate, scalable and integrative haplotype estimation
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10
year: '2019'
...
---
_id: '7711'
abstract:
- lang: eng
  text: The nature and extent of mitochondrial DNA variation in a population and how
    it affects traits is poorly understood. Here we resequence the mitochondrial genomes
    of 169 Drosophila Genetic Reference Panel lines, identifying 231 variants that
    stratify along 12 mitochondrial haplotypes. We identify 1,845 cases of mitonuclear
    allelic imbalances, thus implying that mitochondrial haplotypes are reflected
    in the nuclear genome. However, no major fitness effects are associated with mitonuclear
    imbalance, suggesting that such imbalances reflect population structure at the
    mitochondrial level rather than genomic incompatibilities. Although mitochondrial
    haplotypes have no direct impact on mitochondrial respiration, some haplotypes
    are associated with stress- and metabolism-related phenotypes, including food
    intake in males. Finally, through reciprocal swapping of mitochondrial genomes,
    we demonstrate that a mitochondrial haplotype associated with high food intake
    can rescue a low food intake phenotype. Together, our findings provide new insight
    into population structure at the mitochondrial level and point to the importance
    of incorporating mitochondrial haplotypes in genotype–phenotype relationship studies.
article_processing_charge: No
article_type: original
author:
- first_name: Roel P. J.
  full_name: Bevers, Roel P. J.
  last_name: Bevers
- first_name: Maria
  full_name: Litovchenko, Maria
  last_name: Litovchenko
- first_name: Adamandia
  full_name: Kapopoulou, Adamandia
  last_name: Kapopoulou
- first_name: Virginie S.
  full_name: Braman, Virginie S.
  last_name: Braman
- first_name: Matthew Richard
  full_name: Robinson, Matthew Richard
  id: E5D42276-F5DA-11E9-8E24-6303E6697425
  last_name: Robinson
  orcid: 0000-0001-8982-8813
- first_name: Johan
  full_name: Auwerx, Johan
  last_name: Auwerx
- first_name: Brian
  full_name: Hollis, Brian
  last_name: Hollis
- first_name: Bart
  full_name: Deplancke, Bart
  last_name: Deplancke
citation:
  ama: Bevers RPJ, Litovchenko M, Kapopoulou A, et al. Mitochondrial haplotypes affect
    metabolic phenotypes in the Drosophila Genetic Reference Panel. <i>Nature Metabolism</i>.
    2019;1(12):1226-1242. doi:<a href="https://doi.org/10.1038/s42255-019-0147-3">10.1038/s42255-019-0147-3</a>
  apa: Bevers, R. P. J., Litovchenko, M., Kapopoulou, A., Braman, V. S., Robinson,
    M. R., Auwerx, J., … Deplancke, B. (2019). Mitochondrial haplotypes affect metabolic
    phenotypes in the Drosophila Genetic Reference Panel. <i>Nature Metabolism</i>.
    Springer Nature. <a href="https://doi.org/10.1038/s42255-019-0147-3">https://doi.org/10.1038/s42255-019-0147-3</a>
  chicago: Bevers, Roel P. J., Maria Litovchenko, Adamandia Kapopoulou, Virginie S.
    Braman, Matthew Richard Robinson, Johan Auwerx, Brian Hollis, and Bart Deplancke.
    “Mitochondrial Haplotypes Affect Metabolic Phenotypes in the Drosophila Genetic
    Reference Panel.” <i>Nature Metabolism</i>. Springer Nature, 2019. <a href="https://doi.org/10.1038/s42255-019-0147-3">https://doi.org/10.1038/s42255-019-0147-3</a>.
  ieee: R. P. J. Bevers <i>et al.</i>, “Mitochondrial haplotypes affect metabolic
    phenotypes in the Drosophila Genetic Reference Panel,” <i>Nature Metabolism</i>,
    vol. 1, no. 12. Springer Nature, pp. 1226–1242, 2019.
  ista: Bevers RPJ, Litovchenko M, Kapopoulou A, Braman VS, Robinson MR, Auwerx J,
    Hollis B, Deplancke B. 2019. Mitochondrial haplotypes affect metabolic phenotypes
    in the Drosophila Genetic Reference Panel. Nature Metabolism. 1(12), 1226–1242.
  mla: Bevers, Roel P. J., et al. “Mitochondrial Haplotypes Affect Metabolic Phenotypes
    in the Drosophila Genetic Reference Panel.” <i>Nature Metabolism</i>, vol. 1,
    no. 12, Springer Nature, 2019, pp. 1226–42, doi:<a href="https://doi.org/10.1038/s42255-019-0147-3">10.1038/s42255-019-0147-3</a>.
  short: R.P.J. Bevers, M. Litovchenko, A. Kapopoulou, V.S. Braman, M.R. Robinson,
    J. Auwerx, B. Hollis, B. Deplancke, Nature Metabolism 1 (2019) 1226–1242.
date_created: 2020-04-30T10:40:56Z
date_published: 2019-12-09T00:00:00Z
date_updated: 2021-01-12T08:15:01Z
day: '09'
doi: 10.1038/s42255-019-0147-3
extern: '1'
intvolume: '         1'
issue: '12'
language:
- iso: eng
month: '12'
oa_version: None
page: 1226-1242
publication: Nature Metabolism
publication_identifier:
  issn:
  - 2522-5812
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
  link:
  - relation: erratum
    url: https://doi.org/10.1038/s42255-020-0202-0
status: public
title: Mitochondrial haplotypes affect metabolic phenotypes in the Drosophila Genetic
  Reference Panel
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 1
year: '2019'
...
---
_id: '5'
abstract:
- lang: eng
  text: In this paper, we introduce a quantum version of the wonderful compactification
    of a group as a certain noncommutative projective scheme. Our approach stems from
    the fact that the wonderful compactification encodes the asymptotics of matrix
    coefficients, and from its realization as a GIT quotient of the Vinberg semigroup.
    In order to define the wonderful compactification for a quantum group, we adopt
    a generalized formalism of Proj categories in the spirit of Artin and Zhang. Key
    to our construction is a quantum version of the Vinberg semigroup, which we define
    as a q-deformation of a certain Rees algebra, compatible with a standard Poisson
    structure. Furthermore, we discuss quantum analogues of the stratification of
    the wonderful compactification by orbits for a certain group action, and provide
    explicit computations in the case of SL2.
article_processing_charge: Yes (via OA deal)
author:
- first_name: Iordan V
  full_name: Ganev, Iordan V
  id: 447491B8-F248-11E8-B48F-1D18A9856A87
  last_name: Ganev
citation:
  ama: Ganev IV. The wonderful compactification for quantum groups. <i>Journal of
    the London Mathematical Society</i>. 2019;99(3):778-806. doi:<a href="https://doi.org/10.1112/jlms.12193">10.1112/jlms.12193</a>
  apa: Ganev, I. V. (2019). The wonderful compactification for quantum groups. <i>Journal
    of the London Mathematical Society</i>. Wiley. <a href="https://doi.org/10.1112/jlms.12193">https://doi.org/10.1112/jlms.12193</a>
  chicago: Ganev, Iordan V. “The Wonderful Compactification for Quantum Groups.” <i>Journal
    of the London Mathematical Society</i>. Wiley, 2019. <a href="https://doi.org/10.1112/jlms.12193">https://doi.org/10.1112/jlms.12193</a>.
  ieee: I. V. Ganev, “The wonderful compactification for quantum groups,” <i>Journal
    of the London Mathematical Society</i>, vol. 99, no. 3. Wiley, pp. 778–806, 2019.
  ista: Ganev IV. 2019. The wonderful compactification for quantum groups. Journal
    of the London Mathematical Society. 99(3), 778–806.
  mla: Ganev, Iordan V. “The Wonderful Compactification for Quantum Groups.” <i>Journal
    of the London Mathematical Society</i>, vol. 99, no. 3, Wiley, 2019, pp. 778–806,
    doi:<a href="https://doi.org/10.1112/jlms.12193">10.1112/jlms.12193</a>.
  short: I.V. Ganev, Journal of the London Mathematical Society 99 (2019) 778–806.
date_created: 2018-12-11T11:44:06Z
date_published: 2019-06-01T00:00:00Z
date_updated: 2023-09-19T10:13:08Z
day: '01'
ddc:
- '510'
department:
- _id: TaHa
doi: 10.1112/jlms.12193
external_id:
  isi:
  - '000470025900008'
file:
- access_level: open_access
  checksum: 1be56239b2cd740a0e9a084f773c22f6
  content_type: application/pdf
  creator: kschuh
  date_created: 2020-01-07T13:31:53Z
  date_updated: 2020-07-14T12:46:35Z
  file_id: '7238'
  file_name: 2019_Wiley_Ganev.pdf
  file_size: 431754
  relation: main_file
file_date_updated: 2020-07-14T12:46:35Z
has_accepted_license: '1'
intvolume: '        99'
isi: 1
issue: '3'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '06'
oa: 1
oa_version: Published Version
page: 778-806
publication: Journal of the London Mathematical Society
publication_status: published
publisher: Wiley
publist_id: '8052'
quality_controlled: '1'
scopus_import: '1'
status: public
title: The wonderful compactification for quantum groups
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 99
year: '2019'
...
