DOI,IST REx ID,Research Group,Title of publication
10.1007/s11263-019-01232-x,6944,ChLa,KS(conf): A light-weight test if a multiclass classifier operates outside of its specifications
10.1007/978-3-030-12939-2_18,6482,ChLa,KS(conf): A light-weight test if a ConvNet operates outside of Its specifications
null,6590,ChLa,Robust learning from untrusted sources
10.1109/ICCV.2019.00144,7479,ChLa,Distillation-based training for multi-exit architectures
10.1109/ICCVW.2019.00217,7640,ChLa,Detecting visual relationships using box attention
10.15479/AT:ISTA:th_1021,197,ChLa,Weakly-Supervised Segmentation and Unsupervised Modeling of Natural Images
null,6011,ChLa,Data-dependent stability of stochastic gradient descent
10.15479/AT:ISTA:TH1048,68,ChLa,Learning from dependent data
null,1000,ChLa,PixelCNN models with auxiliary variables for natural image modeling
null,1108,ChLa,Learning theory for conditional risk minimization
null,6841,ChLa,Extrapolation and learning equations
10.5244/c.31.85,911,ChLa,Probabilistic image colorization
10.1109/CVPR.2017.587,998,"ChLa,ChWo",iCaRL: Incremental classifier and representation learning
null,999,ChLa,Multi-task learning with labeled and unlabeled tasks
null,1098,ChLa,Lifelong learning with weighted majority votes
10.5244/C.30.92,1102,ChLa,Improving weakly-supervised object localization by micro-annotation
10.15479/AT:ISTA:TH_776,1126,ChLa,Theoretical foundations of multi-task lifelong learning
10.1007/978-3-319-46493-0_42,1369,ChLa,"Seed, expand and constrain: Three principles for weakly-supervised image segmentation"
null,1425,ChLa,Lifelong learning with non-i.i.d. tasks
10.1007/978-3-319-24486-0_13,1706,ChLa,Multi-task and lifelong learning of kernels