| FastSwitch: Optimizing Context Switching Efficiency in Fairness-aware Large Language Model Serving | Nov 27, 2024 | FairnessGPU | CodeCode Available | 7 |
| Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution | Jul 12, 2023 | FairnessImage Classification | CodeCode Available | 6 |
| h2oGPT: Democratizing Large Language Models | Jun 13, 2023 | ChatbotFairness | CodeCode Available | 6 |
| Visual Identification of Problematic Bias in Large Label Spaces | Jan 17, 2022 | Fairness | CodeCode Available | 5 |
| TabularARGN: A Flexible and Efficient Auto-Regressive Framework for Generating High-Fidelity Synthetic Data | Jan 21, 2025 | FairnessImputation | CodeCode Available | 4 |
| Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment | Jan 16, 2025 | Causal Inferencecounterfactual | CodeCode Available | 4 |
| A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges | Jan 4, 2025 | FairnessHallucination | CodeCode Available | 4 |
| Aequitas Flow: Streamlining Fair ML Experimentation | May 9, 2024 | BenchmarkingFairness | CodeCode Available | 4 |
| Continual Learning with Pre-Trained Models: A Survey | Jan 29, 2024 | Continual LearningFairness | CodeCode Available | 4 |
| TrustLLM: Trustworthiness in Large Language Models | Jan 10, 2024 | EthicsFairness | CodeCode Available | 4 |
| GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning | Aug 20, 2023 | FairnessFederated Learning | CodeCode Available | 4 |
| Data quality dimensions for fair AI | May 11, 2023 | ClassificationFairness | CodeCode Available | 4 |
| Holistic Evaluation of Language Models | Nov 16, 2022 | FairnessQuestion Answering | CodeCode Available | 4 |
| RecBole 2.0: Towards a More Up-to-Date Recommendation Library | Jun 15, 2022 | BenchmarkingData Augmentation | CodeCode Available | 4 |
| ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models | Apr 19, 2022 | FairnessFew-Shot Image Classification | CodeCode Available | 4 |
| Kubric: A scalable dataset generator | Mar 7, 2022 | FairnessNeRF | CodeCode Available | 4 |
| Fairness Implications of Encoding Protected Categorical Attributes | Jan 27, 2022 | FairnessFeature Engineering | CodeCode Available | 4 |
| AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models | May 22, 2025 | BenchmarkingFairness | CodeCode Available | 3 |
| LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use Cases | Jan 6, 2025 | FairnessLanguage Modeling | CodeCode Available | 3 |
| Calibre: Towards Fair and Accurate Personalized Federated Learning with Self-Supervised Learning | Dec 28, 2024 | FairnessFederated Learning | CodeCode Available | 3 |
| An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use Cases | Jul 15, 2024 | Attributecounterfactual | CodeCode Available | 3 |
| CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph | Jun 16, 2024 | Drug DesignFairness | CodeCode Available | 3 |
| Theoretically Achieving Continuous Representation of Oriented Bounding Boxes | Feb 29, 2024 | Fairnessobject-detection | CodeCode Available | 3 |
| A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation | Jan 22, 2024 | BenchmarkingDiagnostic | CodeCode Available | 3 |
| Fairness in Serving Large Language Models | Dec 31, 2023 | FairnessScheduling | CodeCode Available | 3 |
