| Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative | Oct 7, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Uncovering the Structural Fairness in Graph Contrastive Learning | Oct 6, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| Re-contextualizing Fairness in NLP: The Case of India | Sep 25, 2022 | Fairness | CodeCode Available | 1 |
| Fairness Reprogramming | Sep 21, 2022 | Fairness | CodeCode Available | 1 |
| High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection | Sep 20, 2022 | Breast Cancer DetectionData Augmentation | CodeCode Available | 1 |
| Rethinking Knowledge Graph Evaluation Under the Open-World Assumption | Sep 19, 2022 | FairnessKnowledge Graph Completion | CodeCode Available | 1 |
| ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery | Sep 16, 2022 | Drug DiscoveryFairness | CodeCode Available | 1 |
| FairGBM: Gradient Boosting with Fairness Constraints | Sep 16, 2022 | Decision MakingFairness | CodeCode Available | 1 |
| CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions | Aug 29, 2022 | 16kFairness | CodeCode Available | 1 |
| FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning | Aug 22, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
