Poster

Wed 0:30

Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck
Junho Kim · Byung-Kwan Lee · Yong Man Ro

Poster

Tue 16:30

Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data
Qi Zhu · Natalia Ponomareva · Jiawei Han · Bryan Perozzi

Workshop

Non-Robust Feature Mapping in Deep Reinforcement Learning
Ezgi Korkmaz

Workshop

Secure Byzantine-Robust Distributed Learning via Clustering
Raj Kiriti Velicheti · Sanmi Koyejo

Workshop

Distributionally Robust Group Backwards Compatibility
Martin Bertran · Natalia Martinez · Guillermo Sapiro

Workshop

Understanding and Improving Robustness of VisionTransformers through patch-based NegativeAugmentation
Yao Qin · Chiyuan Zhang · Ting Chen · Balaji Lakshminarayanan · Alex Beutel · Xuezhi Wang

Poster

Wed 16:30

Pseudo-Spherical Contrastive Divergence
Lantao Yu · Jiaming Song · Yang Song · Stefano Ermon

Poster

Fri 8:30

Distributionally Robust Imitation Learning
Mohammad Ali Bashiri · Brian Ziebart · Xinhua Zhang

Affinity Workshop

Improved robustness to disfluencies in RNN-Transducer based Speech Recognition
Tina Raissi

Workshop

Deep Active Learning for Robust Biomedical Segmentation
Mustafa Arikan · Adam Dubis · Watjana Lilaonitkul

Workshop

Certifiably Robust Variational Autoencoders
Ben Barrett · Alexander Camuto · Matthew Willetts · Thomas Rainforth

Workshop

Ensembles and Cocktails: Robust Finetuning for Natural Language Generation
John Hewitt · Xiang Li · Sang Michael Xie · Benjamin Newman · Percy Liang