Robustness

A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios EMNLP 2024 Are Large Language Models (LLMs) Good Social Predictors? EMNLP 2024 Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024 A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion CVPR 2024 A Survey of Learning Criteria Going beyond the Usual Risk (Abstract Reprint) AAAI 2024 Attacking CNNs in Histopathology with SNAP: Sporadic and Naturalistic Adversarial Patches (Student Abstract) AAAI 2024 Automatic Outlier Rectification via Optimal Transport NeurIPS 2024 Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization NeurIPS 2024 Benchmarking Segmentation Models with Mask-Preserved Attribute Editing CVPR 2024 Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training NeurIPS 2024 BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024 Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift NeurIPS 2024 Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization COLT 2024 Building a stable classifier with the inflated argmax NeurIPS 2024 Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024 Characterizing Data Point Vulnerability as Average-Case Robustness UAI 2024 CodeFort: Robust Training for Code Generation Models EMNLP 2024 Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret AAAI 2024 Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering CVPR 2024 Consistent Document-level Relation Extraction via Counterfactuals EMNLP 2024 Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models EMNLP 2024 CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ACL 2024 DAP: A Dynamic Adversarial Patch for Evading Person Detectors CVPR 2024 Data-Driven Discovery of Design Specifications (Student Abstract) AAAI 2024 Data-Free Hard-Label Robustness Stealing Attack AAAI 2024