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230 Results
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Poster
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Tue 15:30 |
Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification Yuxin Wen · Jonas Geiping · Liam Fowl · Micah Goldblum · Tom Goldstein |
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Poster
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Tue 15:30 |
Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack Ruize Gao · Jiongxiao Wang · Kaiwen Zhou · Feng Liu · Binghui Xie · Gang Niu · Bo Han · James Cheng |
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Spotlight
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Tue 13:35 |
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms PRANAY SHARMA · Rohan Panda · Gauri Joshi · Pramod K Varshney |
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Poster
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Tue 15:30 |
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms PRANAY SHARMA · Rohan Panda · Gauri Joshi · Pramod K Varshney |
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Spotlight
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Wed 14:50 |
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry Fabrizio Pittorino · Antonio Ferraro · Gabriele Perugini · Christoph Feinauer · Carlo Baldassi · RIccardo Zecchina |
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Spotlight
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Wed 11:20 |
Revisiting Consistency Regularization for Deep Partial Label Learning Dong-Dong Wu · Deng-Bao Wang · Min-Ling Zhang |
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Poster
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Wed 15:30 |
Revisiting Consistency Regularization for Deep Partial Label Learning Dong-Dong Wu · Deng-Bao Wang · Min-Ling Zhang |
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Poster
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Wed 15:30 |
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry Fabrizio Pittorino · Antonio Ferraro · Gabriele Perugini · Christoph Feinauer · Carlo Baldassi · RIccardo Zecchina |
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Spotlight
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Thu 13:00 |
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mitchell Wortsman · Gabriel Ilharco · Samir Gadre · Rebecca Roelofs · Raphael Gontijo Lopes · Ari Morcos · Hongseok Namkoong · Ali Farhadi · Yair Carmon · Simon Kornblith · Ludwig Schmidt |
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Poster
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Thu 15:00 |
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mitchell Wortsman · Gabriel Ilharco · Samir Gadre · Rebecca Roelofs · Raphael Gontijo Lopes · Ari Morcos · Hongseok Namkoong · Ali Farhadi · Yair Carmon · Simon Kornblith · Ludwig Schmidt |
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Spotlight
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Wed 11:25 |
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification Leo Schwinn · Leon Bungert · An Nguyen · René Raab · Falk Pulsmeyer · Doina Precup · Bjoern Eskofier · Dario Zanca |
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Poster
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Wed 15:30 |
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification Leo Schwinn · Leon Bungert · An Nguyen · René Raab · Falk Pulsmeyer · Doina Precup · Bjoern Eskofier · Dario Zanca |