conftrace_

robust generalization

31 papers

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Co-occurring keywords

adversarial training (1262) neural network (6616) adversarial example (564) distribution shift (722) adversarial robustness (1341) adversarial learning (1595) adversarial perturbation (384) adversarial attack (1621) neural network optimization (1293) loss landscape (149)

Papers

The Price of Implicit Bias in Adversarially Robust Generalization NIPS 2024
Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization COLT 2024
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NIPS 2024
Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement CVPR 2024
Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning NIPS 2024
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance NIPS 2024
AGAIN: Adversarial Training With Attribution Span Enlargement and Hybrid Feature Fusion CVPR 2023
Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks NIPS 2023
Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization CVPR 2023
A Unified Framework for Robustness on Diverse Sampling Errors ICCV 2023
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization NIPS 2023
Fantastic Robustness Measures: The Secrets of Robust Generalization NIPS 2023
Semi-supervised Semantics-guided Adversarial Training for Robust Trajectory Prediction ICCV 2023
DISCO: Distilling Counterfactuals with Large Language Models ACL 2023
Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context ACL 2023
Generalist: Decoupling Natural and Robust Generalization CVPR 2023
Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization CVPR 2023
Understanding Robust Generalization in Learning Regular Languages ICML 2022
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power NIPS 2022
Robust Weight Perturbation for Adversarial Training IJCAI 2022
Causally motivated shortcut removal using auxiliary labels AISTATS 2022
Excess Capacity and Backdoor Poisoning NIPS 2021
Relating Adversarially Robust Generalization to Flat Minima ICCV 2021
Towards Better Robust Generalization with Shift Consistency Regularization ICML 2021
Interpolation can hurt robust generalization even when there is no noise NIPS 2021