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Poster
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Wed 9:00
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LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Xinyu Pi · Wanjun Zhong · Yan Gao · Nan Duan · Jian-Guang Lou
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Poster
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Wed 9:00
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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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Tue 9:00
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Evolution of Neural Tangent Kernels under Benign and Adversarial Training
Noel Loo · Ramin Hasani · Alexander Amini · Daniela Rus
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Poster
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Wed 14:00
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Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
Yongyuan Liang · Yanchao Sun · Ruijie Zheng · Furong Huang
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Poster
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Tue 9:00
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Toward Robust Spiking Neural Network Against Adversarial Perturbation
LING LIANG · Kaidi Xu · Xing Hu · Lei Deng · Yuan Xie
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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 9:00
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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 9:00
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A2: Efficient Automated Attacker for Boosting Adversarial Training
Zhuoer Xu · Guanghui Zhu · Changhua Meng · shiwen cui · Zhenzhe Ying · Weiqiang Wang · Ming GU · Yihua Huang
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Workshop
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Fri 7:45
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Contributed Talk: Controllable Attack and Improved Adversarial Training in Multi-Agent Reinforcement Learning
Xiangyu Liu · Souradip Chakraborty · Furong Huang
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Poster
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Thu 14:00
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Is L2 Physics Informed Loss Always Suitable for Training Physics Informed Neural Network?
Chuwei Wang · Shanda Li · Di He · Liwei Wang
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Poster
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FreGAN: Exploiting Frequency Components for Training GANs under Limited Data
mengping yang · Zhe Wang · Ziqiu Chi · Yanbing Zhang
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Poster
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Wed 9:00
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Stability Analysis and Generalization Bounds of Adversarial Training
Jiancong Xiao · Yanbo Fan · Ruoyu Sun · Jue Wang · Zhi-Quan Luo
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