model robustness

Neural Dependencies Emerging From Learning Massive Categories CVPR 2023 NormNet: Normalize Noun Phrases for More Robust NLP ACL 2023 On Robustness of Finetuned Transformer-based NLP Models EMNLP 2023 Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection NeurIPS 2023 Optimal Transport Model Distributional Robustness NeurIPS 2023 Overcoming Language Priors for Visual Question Answering via Loss Rebalancing Label and Global Context UAI 2023 Pay Attention to the Robustness of Chinese Minority Language Models! Syllable-level Textual Adversarial Attack on Tibetan Script ACL 2023 People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection EMNLP 2023 PerturbScore: Connecting Discrete and Continuous Perturbations in NLP EMNLP 2023 Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses AAAI 2023 Provable Dynamic Fusion for Low-Quality Multimodal Data ICML 2023 Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation ACML 2023 READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises ACL 2023 Re-calibrating Feature Attributions for Model Interpretation ICLR 2023 Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models Interspeech 2023 Rethinking Document-Level Relation Extraction: A Reality Check ACL 2023 Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models NeurIPS 2023 Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View NeurIPS 2023 RMLM: A Flexible Defense Framework for Proactively Mitigating Word-level Adversarial Attacks ACL 2023 RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training EMNLP 2023 Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees ICML 2023 Robust Hate Speech Detection in Social Media: A Cross-Dataset Empirical Evaluation ACL 2023 Robust-MSA: Understanding the Impact of Modality Noise on Multimodal Sentiment Analysis AAAI 2023 Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights? ICML 2023 Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts CVPR 2023