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Poster
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Wed 9:00 |
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness Xiaojun Xu · Linyi Li · Bo Li |
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Poster
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Wed 9:00 |
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning Lorenzo Bonicelli · Matteo Boschini · Angelo Porrello · Concetto Spampinato · SIMONE CALDERARA |
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Poster
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Tue 9:00 |
Improved techniques for deterministic l2 robustness Sahil Singla · Soheil Feizi |
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Poster
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Tue 14:00 |
Efficient Training of Low-Curvature Neural Networks Suraj Srinivas · Kyle Matoba · Himabindu Lakkaraju · François Fleuret |
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Poster
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Thu 9:00 |
A gradient sampling method with complexity guarantees for Lipschitz functions in high and low dimensions Damek Davis · Dmitriy Drusvyatskiy · Yin Tat Lee · Swati Padmanabhan · Guanghao Ye |
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Poster
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Tue 14:00 |
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks Louis Béthune · Thibaut Boissin · Mathieu Serrurier · Franck Mamalet · Corentin Friedrich · Alberto Gonzalez Sanz |
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Poster
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Wed 9:00 |
Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective Bohang Zhang · Du Jiang · Di He · Liwei Wang |
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Poster
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Wed 9:00 |
A Quantitative Geometric Approach to Neural-Network Smoothness Zi Wang · Gautam Prakriya · Somesh Jha |
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Poster
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Lipschitz Bandits with Batched Feedback Yasong Feng · zengfeng Huang · Tianyu Wang |
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Poster
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Thu 9:00 |
Can Push-forward Generative Models Fit Multimodal Distributions? Antoine Salmona · Valentin De Bortoli · Julie Delon · Agnes Desolneux |
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Poster
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Wed 9:00 |
Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation Zhouxing Shi · Yihan Wang · Huan Zhang · J. Zico Kolter · Cho-Jui Hsieh |
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Panel
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Wed 17:15 |
Panel 4A-1: Rethinking Lipschitz Neural… & Robust Learning against… Yizhen Wang · Bohang Zhang |