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230 Results
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Spotlight
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Thu 12:35 |
Rich Feature Construction for the Optimization-Generalization Dilemma Jianyu Zhang · David Lopez-Paz · Léon Bottou |
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Spotlight
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Wed 11:20 |
Generalization and Robustness Implications in Object-Centric Learning Andrea Dittadi · Samuele Papa · Michele De Vita · Bernhard Schölkopf · Ole Winther · Francesco Locatello |
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Spotlight
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Tue 8:40 |
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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Spotlight
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Wed 14:55 |
Goal Misgeneralization in Deep Reinforcement Learning Lauro Langosco di Langosco · Jack Koch · Lee Sharkey · Jacob Pfau · David Krueger |
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Poster
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Thu 15:00 |
Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network Shuo Yang · Erkun Yang · Bo Han · Yang Liu · Min Xu · Gang Niu · Tongliang Liu |
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Poster
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Wed 15:30 |
LCANets: Lateral Competition Improves Robustness Against Corruption and Attack Michael Teti · Garrett T Kenyon · Benjamin Migliori · Juston Moore |
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Poster
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Thu 15:00 |
Measuring Representational Robustness of Neural Networks Through Shared Invariances Vedant Nanda · Till Speicher · Camila Kolling · John P Dickerson · Krishna Gummadi · Adrian Weller |
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Oral
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Thu 13:05 |
Measuring Representational Robustness of Neural Networks Through Shared Invariances Vedant Nanda · Till Speicher · Camila Kolling · John P Dickerson · Krishna Gummadi · Adrian Weller |
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Poster
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Thu 15:00 |
Rich Feature Construction for the Optimization-Generalization Dilemma Jianyu Zhang · David Lopez-Paz · Léon Bottou |
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Spotlight
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Tue 14:40 |
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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Poster
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Wed 15:30 |
Generalization and Robustness Implications in Object-Centric Learning Andrea Dittadi · Samuele Papa · Michele De Vita · Bernhard Schölkopf · Ole Winther · Francesco Locatello |
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Poster
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Wed 15:30 |
Goal Misgeneralization in Deep Reinforcement Learning Lauro Langosco di Langosco · Jack Koch · Lee Sharkey · Jacob Pfau · David Krueger |