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Poster
Tue 8:30 Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge
Reda Ouhamma · Odalric-Ambrym Maillard · Vianney Perchet
Poster
Tue 8:30 Data Augmentation Can Improve Robustness
Sylvestre-Alvise Rebuffi · Sven Gowal · Dan Andrei Calian · Florian Stimberg · Olivia Wiles · Timothy A Mann
Poster
Fri 8:30 Exponential Separation between Two Learning Models and Adversarial Robustness
Grzegorz Gluch · Ruediger Urbanke
Poster
Tue 8:30 Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations
Yu-Lin Tsai · Chia-Yi Hsu · Chia-Mu Yu · Pin-Yu Chen
Poster
Thu 8:30 Representation Learning for Event-based Visuomotor Policies
Sai Vemprala · Sami Mian · Ashish Kapoor
Poster
Tue 8:30 Do Wider Neural Networks Really Help Adversarial Robustness?
Boxi Wu · Jinghui Chen · Deng Cai · Xiaofei He · Quanquan Gu
Poster
Tue 8:30 An Online Method for A Class of Distributionally Robust Optimization with Non-convex Objectives
Qi Qi · Zhishuai Guo · Yi Xu · Rong Jin · Tianbao Yang
Workshop
Mon 12:45 Using ImageNet to Measure Robustness and Uncertainty
Dawn Song · Dan Hendrycks
Poster
Tue 8:30 Fast Certified Robust Training with Short Warmup
Zhouxing Shi · Yihan Wang · Huan Zhang · Jinfeng Yi · Cho-Jui Hsieh
Poster
Tue 8:30 Bootstrap Your Object Detector via Mixed Training
Mengde Xu · Zheng Zhang · Fangyun Wei · Yutong Lin · Yue Cao · Stephen Lin · Han Hu · Xiang Bai
Poster
Tue 8:30 On Success and Simplicity: A Second Look at Transferable Targeted Attacks
Zhengyu Zhao · Zhuoran Liu · Martha Larson
Workshop
Mon 9:00 Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs
Avinash Baidya · Joel Dapello · James J DiCarlo · Tiago Marques