DOI,IST REx ID,Research Group,Title of publication
10.15479/AT:ISTA:8390,8390,ChLa,Leveraging structure in Computer Vision tasks for flexible Deep Learning models
10.1109/WACV45572.2020.9093635,7937,ChLa,A flexible selection scheme for minimum-effort transfer learning
10.1109/WACV45572.2020.9093288,7936,ChLa,Localizing grouped instances for efficient detection in low-resource scenarios
10.1007/978-3-030-30671-7_3,8092,ChLa,XGAN: Unsupervised image-to-image translation for many-to-many mappings
10.1007/978-3-030-12939-2_18,6482,ChLa,KS(conf): A light-weight test if a ConvNet operates outside of Its specifications
10.1109/tpami.2018.2857768,6554,ChLa,"Zero-shot learning - A comprehensive evaluation of the good, the bad and the ugly"
null,6569,ChLa,Towards understanding knowledge distillation
10.1007/978-3-030-30281-8_7,6942,"KrCh,ChLa",Strategy representation by decision trees with linear classifiers
10.1007/978-3-658-26763-6,7171,ChLa,Wie Maschinen Lernen: Künstliche Intelligenz Verständlich Erklärt
10.1109/ICCVW.2019.00217,7640,ChLa,Detecting visual relationships using box attention
null,6590,ChLa,Robust learning from untrusted sources
10.1109/ICCV.2019.00144,7479,ChLa,Distillation-based training for multi-exit architectures
10.1109/TPAMI.2018.2804998,321,ChLa,Guest editors' introduction to the special section on learning with Shared information for computer vision and multimedia analysis
10.1109/cvpr.2018.00956,10882,ChLa,Learning intelligent dialogs for bounding box annotation
10.15479/AT:ISTA:98,5584,"ChLa,GaTk",Nonlinear decoding of a complex movie from the mammalian retina
null,6011,ChLa,Data-dependent stability of stochastic gradient descent
null,6012,ChLa,Learning equations for extrapolation and control
null,6589,"DaAl,ChLa",The convergence of sparsified gradient methods
10.15479/AT:ISTA:th_1021,197,ChLa,Weakly-Supervised Segmentation and Unsupervised Modeling of Natural Images
10.15479/AT:ISTA:TH1048,68,ChLa,Learning from dependent data