| FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models | Jul 1, 2024 | BenchmarkingFairness | CodeCode Available | 2 |
| AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark | Jun 2, 2024 | Face SwappingFairness | CodeCode Available | 2 |
| Synthcity: facilitating innovative use cases of synthetic data in different data modalities | Jan 18, 2023 | FairnessIrregular Time Series | CodeCode Available | 2 |
| FairDiff: Fair Segmentation with Point-Image Diffusion | Jul 8, 2024 | FairnessImage Generation | CodeCode Available | 2 |
| A Prescription of Methodological Guidelines for Comparing Bio-inspired Optimization Algorithms | Apr 19, 2020 | Fairness | CodeCode Available | 2 |
| Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation | Oct 13, 2022 | Fairness | CodeCode Available | 2 |
| CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming | May 19, 2025 | FairnessLarge Language Model | CodeCode Available | 2 |
| Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation | Nov 24, 2022 | FairnessFraud Detection | CodeCode Available | 2 |
| Dawn of the transformer era in speech emotion recognition: closing the valence gap | Mar 14, 2022 | Cross-corpusEmotion Recognition | CodeCode Available | 2 |
| Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infection | May 22, 2023 | Fairness | CodeCode Available | 2 |
| CLAIMED, a visual and scalable component library for Trusted AI | Mar 4, 2021 | Adversarial RobustnessFairness | CodeCode Available | 2 |
| Balanced MSE for Imbalanced Visual Regression | Mar 30, 2022 | Age EstimationFairness | CodeCode Available | 2 |
| COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act | Oct 10, 2024 | BenchmarkingFairness | CodeCode Available | 2 |
| Counterfactual Learning on Graphs: A Survey | Apr 3, 2023 | counterfactualFairness | CodeCode Available | 2 |
| FairCLIP: Harnessing Fairness in Vision-Language Learning | Mar 29, 2024 | Fairness | CodeCode Available | 2 |
| A Comprehensive Guide to Explainable AI: From Classical Models to LLMs | Dec 1, 2024 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| FreeVA: Offline MLLM as Training-Free Video Assistant | May 13, 2024 | FairnessQuestion Answering | CodeCode Available | 2 |
| On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 Outlook | Oct 11, 2024 | EthicsFairness | CodeCode Available | 2 |
| CFA: Class-wise Calibrated Fair Adversarial Training | Mar 25, 2023 | Adversarial RobustnessFairness | CodeCode Available | 1 |
| Certified Monotonic Neural Networks | Nov 20, 2020 | Fairness | CodeCode Available | 1 |
| Challenges in Automated Debiasing for Toxic Language Detection | Jan 29, 2021 | Fairnesstext-classification | CodeCode Available | 1 |
| Causal intersectionality for fair ranking | Jun 15, 2020 | Causal InferenceFairness | CodeCode Available | 1 |
| Can Vision Transformers Learn without Natural Images? | Mar 24, 2021 | FairnessSelf-Supervised Learning | CodeCode Available | 1 |
| Can Editing LLMs Inject Harm? | Jul 29, 2024 | FairnessGeneral Knowledge | CodeCode Available | 1 |
| CaPC Learning: Confidential and Private Collaborative Learning | Feb 9, 2021 | FairnessFederated Learning | CodeCode Available | 1 |
