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Poster
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Wed 14:00
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COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects
Anlan Yu · Ning Lyu · Jieming Yin · Zhiyuan Yan · Wujie Wen
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Poster
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Thu 16:30
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Improving Adversarial Robustness of Deep Equilibrium Models with Explicit Regulations Along the Neural Dynamics
Zonghan Yang · Peng Li · Tianyu Pang · Yang Liu
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Poster
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Thu 13:30
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Relevant Walk Search for Explaining Graph Neural Networks
Ping Xiong · Thomas Schnake · Michael Gastegger · Grégoire Montavon · Klaus-robert Mueller · Shinichi Nakajima
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Poster
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Thu 13:30
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Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees
Faisal Hamman · Erfaun Noorani · Saumitra Mishra · Daniele Magazzeni · Sanghamitra Dutta
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Workshop
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PAC-Bayesian Adversarially Robust Generalization Bounds for Deep Neural Networks
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Poster
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Thu 13:30
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Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search
Xin Qiu · Risto Miikkulainen
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Poster
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Tue 17:00
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PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search
Haibin Wang · Ce Ge · Hesen Chen · XIuyu Sun
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Workshop
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DNArch: Learning Convolutional Neural Architectures by Backpropagation
David Romero · Neil Zeghidour
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Workshop
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PAC-Bayesian Adversarially Robust Generalization Bounds for Deep Neural Networks
Jiancong Xiao · Ruoyu Sun · Zhi-Quan Luo
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Poster
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Thu 16:30
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Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
Louis Bethune · Paul Novello · Guillaume Coiffier · Thibaut Boissin · Mathieu Serrurier · Quentin VINCENOT · Andres Troya-Galvis
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Workshop
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On the Maximum Mutual Information Capacity of Neural Architectures
Brandon J Foggo · Nanpeng Yu
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Workshop
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Towards A Unified Neural Architecture for Visual Recognition and Reasoning
Calvin Luo · Boqing Gong · Ting Chen · Chen Sun
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