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Poster
Tue 10:30 Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset
Leon Sixt · Martin Schuessler · Oana-Iuliana Popescu · Philipp Weiß · Tim Landgraf
Poster
Mon 2:30 Signing the Supermask: Keep, Hide, Invert
Nils Koster · Oliver Grothe · Achim Rettinger
Workshop
Fri 15:05 Invertible neural networks for E3SM land model calibration and simulation
Dan Lu · Daniel Ricciuto · Jiaxin Zhang
Poster
Mon 2:30 The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks
Rahim Entezari · Hanie Sedghi · Olga Saukh · Behnam Neyshabur
Poster
Wed 2:30 A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs
Ido Nachum · Jan Hązła · Michael Gastpar · Anatoly Khina
Poster
Wed 18:30 Neural Networks as Kernel Learners: The Silent Alignment Effect
Alexander Atanasov · Blake Bordelon · Cengiz Pehlevan
Poster
Wed 2:30 Learnability of convolutional neural networks for infinite dimensional input via mixed and anisotropic smoothness
Sho Okumoto · Taiji Suzuki
Poster
Mon 18:30 Towards Evaluating the Robustness of Neural Networks Learned by Transduction
Jiefeng Chen · Xi Wu · Yang Guo · Yingyu Liang · Somesh Jha
Poster
Thu 18:30 Reverse Engineering of Imperceptible Adversarial Image Perturbations
Yifan Gong · Yuguang Yao · Yize Li · Yimeng Zhang · Xiaoming Liu · Xue Lin · Sijia Liu
Poster
Wed 2:30 Implicit Bias of Adversarial Training for Deep Neural Networks
Bochen Lyu · Zhanxing Zhu
Oral
Tue 1:00 Understanding over-squashing and bottlenecks on graphs via curvature
Jake Topping · Francesco Di Giovanni · Benjamin Chamberlain · Xiaowen Dong · Michael Bronstein
Poster
Tue 10:30 Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking
Octavian Ganea · xinyuan huang · Charlotte Bunne · Yatao Bian · Regina Barzilay · Tommi Jaakkola · Andreas Krause