model robustness

Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval CVPR 2024 LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack AAAI 2024 MathAttack: Attacking Large Language Models towards Math Solving Ability AAAI 2024 Model Sensitivity Aware Continual Learning NeurIPS 2024 Natural Light Can Also Be Dangerous: Traffic Sign Misinterpretation Under Adversarial Natural Light Attacks WACV 2024 Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models EMNLP 2024 NoisyMix: Boosting Model Robustness to Common Corruptions AISTATS 2024 On the Robustness of Large Multimodal Models Against Image Adversarial Attacks CVPR 2024 On the Worst Prompt Performance of Large Language Models NeurIPS 2024 Probing Critical Learning Dynamics of PLMs for Hate Speech Detection EACL 2024 Rapid Plug-in Defenders NeurIPS 2024 RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models NeurIPS 2024 Representation Noising: A Defence Mechanism Against Harmful Finetuning NeurIPS 2024 Rethinking Robustness of Model Attributions AAAI 2024 Revisiting the Self-Consistency Challenges in Multi-Choice Question Formats for Large Language Model Evaluation COLING 2024 RoDLA: Benchmarking the Robustness of Document Layout Analysis Models CVPR 2024 Self-contradictory reasoning evaluation and detection EMNLP 2024 Sharpness-Aware Data Poisoning Attack ICLR 2024 Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals COLING 2024 SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024 The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples EMNLP 2024 The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance ACL 2024 The Effects of Data Quality on Named Entity Recognition EACL 2024 The Generalization and Robustness of Transformer-Based Language Models on Commonsense Reasoning AAAI 2024 The Instinctive Bias: Spurious Images lead to Illusion in MLLMs EMNLP 2024