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30 Results
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Workshop
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Addressing Mistake Severity in Neural Networks with Semantic Knowledge Victoria Helus · Nathan Vaska · Natalie Abreu |
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Poster
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Tue 14:00 |
Understanding Robust Learning through the Lens of Representation Similarities Christian Cianfarani · Arjun Nitin Bhagoji · Vikash Sehwag · Ben Zhao · Heather Zheng · Prateek Mittal |
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Workshop
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Shift-Robust Node Classification via Graph Clustering Co-training Qi Zhu · Chao Zhang · Chanyoung Park · Carl Yang · Jiawei Han |
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Poster
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Tue 9:00 |
Evolution of Neural Tangent Kernels under Benign and Adversarial Training Noel Loo · Ramin Hasani · Alexander Amini · Daniela Rus |
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Workshop
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Learning Successor Feature Representations to Train Robust Policies for Multi-task Learning Melissa Mozifian · Dieter Fox · David Meger · Fabio Ramos · Animesh Garg |
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Poster
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Tue 9:00 |
Label Noise in Adversarial Training: A Novel Perspective to Study Robust Overfitting Chengyu Dong · Liyuan Liu · Jingbo Shang |
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Poster
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Wed 14:00 |
Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning Yongyuan Liang · Yanchao Sun · Ruijie Zheng · Furong Huang |
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Workshop
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Fri 7:54 |
Addressing Mistake Severity in Neural Networks with Semantic Knowledge Victoria Helus · Nathan Vaska · Natalie Abreu |
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Poster
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Tue 9:00 |
Toward Robust Spiking Neural Network Against Adversarial Perturbation LING LIANG · Kaidi Xu · Xing Hu · Lei Deng · Yuan Xie |
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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 14:00 |
Efficient and Effective Augmentation Strategy for Adversarial Training Sravanti Addepalli · Samyak Jain · Venkatesh Babu R |
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Poster
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Multi-dataset Training of Transformers for Robust Action Recognition Junwei Liang · Enwei Zhang · Jun Zhang · Chunhua Shen |