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Poster
Tue 10:45 Intrinsic dimension of data representations in deep neural networks
Alessio Ansuini · Alessandro Laio · Jakob H Macke · Davide Zoccolan
Poster
Tue 10:45 Full-Gradient Representation for Neural Network Visualization
Suraj Srinivas · François Fleuret
Poster
Tue 10:45 Deliberative Explanations: visualizing network insecurities
Pei Wang · Nuno Nvasconcelos
Poster
Thu 17:00 On Relating Explanations and Adversarial Examples
Alexey Ignatiev · Nina Narodytska · Joao Marques-Silva
Poster
Tue 10:45 Approximate Feature Collisions in Neural Nets
Ke Li · Tianhao Zhang · Jitendra Malik
Poster
Tue 10:45 Computing Linear Restrictions of Neural Networks
Matthew Sotoudeh · Aditya V Thakur
Poster
Thu 17:00 On the (In)fidelity and Sensitivity of Explanations
Chih-Kuan Yeh · Cheng-Yu Hsieh · Arun Suggala · David Inouye · Pradeep Ravikumar
Poster
Tue 10:45 Accurate, reliable and fast robustness evaluation
Wieland Brendel · Jonas Rauber · Matthias Kümmerer · Ivan Ustyuzhaninov · Matthias Bethge
Poster
Thu 17:00 Neural Attribution for Semantic Bug-Localization in Student Programs
Rahul Gupta · Aditya Kanade · Shirish Shevade
Poster
Thu 17:00 Attribution-Based Confidence Metric For Deep Neural Networks
Susmit Jha · Sunny Raj · Steven Fernandes · Sumit K Jha · Somesh Jha · Brian Jalaian · Gunjan Verma · Ananthram Swami
Poster
Tue 10:45 PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph
Yikang LI · Tao Ma · Yeqi Bai · Nan Duan · Sining Wei · Xiaogang Wang
Workshop
Sat 11:30 Contributed talk: How well do deep neural networks trained on object recognition characterize the mouse visual system? Santiago A. Cadena, Fabian H. Sinz, Taliah Muhammad, Emmanouil Froudarakis, Erick Cobos, Edgar Y. Walker, Jake Reimer, Matthias Bethge,