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Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #159
A Benchmark for Interpretability Methods in Deep Neural Networks
Sara Hooker · Dumitru Erhan · Pieter-Jan Kindermans · Been Kim
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #160
Accurate, reliable and fast robustness evaluation
Wieland Brendel · Jonas Rauber · Matthias Kümmerer · Ivan Ustyuzhaninov · Matthias Bethge
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #161
Approximate Feature Collisions in Neural Nets
Ke Li · Tianhao Zhang · Jitendra Malik
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #162
Computing Linear Restrictions of Neural Networks
Matthew Sotoudeh · Aditya V Thakur
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #163
CXPlain: Causal Explanations for Model Interpretation under Uncertainty
Patrick Schwab · Walter Karlen
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #164
Deliberative Explanations: visualizing network insecurities
Pei Wang · Nuno Nvasconcelos
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #165
Explanations can be manipulated and geometry is to blame
Ann-Kathrin Dombrowski · Maximillian Alber · Christopher Anders · Marcel Ackermann · Klaus-Robert Müller · Pan Kessel
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #166
Fooling Neural Network Interpretations via Adversarial Model Manipulation
Juyeon Heo · Sunghwan Joo · Taesup Moon
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #167
Full-Gradient Representation for Neural Network Visualization
Suraj Srinivas · François Fleuret
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #168
Grid Saliency for Context Explanations of Semantic Segmentation
Lukas Hoyer · Mauricio Munoz · Prateek Katiyar · Anna Khoreva · Volker Fischer
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #169
Intrinsic dimension of data representations in deep neural networks
Alessio Ansuini · Alessandro Laio · Jakob H Macke · Davide Zoccolan
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #170
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers
Ari Morcos · Haonan Yu · Michela Paganini · Yuandong Tian
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #171
The Geometry of Deep Networks: Power Diagram Subdivision
Randall Balestriero · Romain Cosentino · Behnaam Aazhang · Richard Baraniuk
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #172
Visualizing and Measuring the Geometry of BERT
Emily Reif · Ann Yuan · Martin Wattenberg · Fernanda B Viegas · Andy Coenen · Adam Pearce · Been Kim
Poster
Tue Dec 10th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #173
Visualizing the PHATE of Neural Networks
Scott Gigante · Adam S Charles · Smita Krishnaswamy · Gal Mishne