| DELPHI: Data for Evaluating LLMs' Performance in Handling Controversial Issues | Oct 27, 2023 | Fairness | CodeCode Available | 1 |
| Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging | Feb 22, 2024 | Fairness | CodeCode Available | 1 |
| Bias in Machine Learning Software: Why? How? What to do? | May 25, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| BiasPruner: Debiased Continual Learning for Medical Image Classification | Jul 11, 2024 | ClassificationContinual Learning | CodeCode Available | 1 |
| DISSECT: Disentangled Simultaneous Explanations via Concept Traversals | May 31, 2021 | counterfactualFairness | CodeCode Available | 1 |
| Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark | Mar 9, 2024 | BenchmarkingFairness | CodeCode Available | 1 |
| DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers | Sep 21, 2021 | FairnessModel Compression | CodeCode Available | 1 |
| DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision | Mar 15, 2023 | counterfactualFairness | CodeCode Available | 1 |
| ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark | Jan 9, 2025 | FairnessHallucination | CodeCode Available | 1 |
| Can Active Learning Preemptively Mitigate Fairness Issues? | Apr 14, 2021 | Active LearningFairness | CodeCode Available | 1 |
