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Robustness

12 directly classified papers

Papers per year

Papers

Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes CVPR 2025
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ACL 2024
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning NIPS 2024
On the Robustness of Editing Large Language Models EMNLP 2024
AGAIN: Adversarial Training With Attribution Span Enlargement and Hybrid Feature Fusion CVPR 2023
Understanding Simultaneous Train and Test Robustness ALT 2022
Defending Multimodal Fusion Models Against Single-Source Adversaries CVPR 2021
Are Transformers more robust than CNNs? NIPS 2021
Reliability Testing for Natural Language Processing Systems ACL 2021
How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization EMNLP 2020
Robust Learning Through Cross-Task Consistency CVPR 2020
Robust Adversarial Reinforcement Learning ICML 2017