| Fair Contrastive Learning for Facial Attribute Classification | Mar 30, 2022 | AttributeClassification | CodeCode Available | 1 |
| Longitudinal Fairness with Censorship | Mar 30, 2022 | Fairness | —Unverified | 0 |
| Learning Fair Models without Sensitive Attributes: A Generative Approach | Mar 30, 2022 | AttributeFairness | CodeCode Available | 0 |
| Balanced MSE for Imbalanced Visual Regression | Mar 30, 2022 | Age EstimationFairness | CodeCode Available | 2 |
| StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis | Mar 29, 2022 | AttributeFairness | CodeCode Available | 1 |
| A Maximal Correlation Framework for Fair Machine Learning | Mar 26, 2022 | Fairness | —Unverified | 0 |
| On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations | Mar 25, 2022 | Fairness | —Unverified | 0 |
| Concept Embedding Analysis: A Review | Mar 25, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Searching for Network Width with Bilaterally Coupled Network | Mar 25, 2022 | Fairness | CodeCode Available | 0 |
| Addressing Missing Sources with Adversarial Support-Matching | Mar 24, 2022 | Fairness | CodeCode Available | 0 |
| Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning | Mar 23, 2022 | AttributeFairness | —Unverified | 0 |
| Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal | Mar 23, 2022 | counterfactualFairness | —Unverified | 0 |
| On the (Limited) Generalization of MasterFace Attacks and Its Relation to the Capacity of Face Representations | Mar 23, 2022 | Face RecognitionFairness | —Unverified | 0 |
| Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization | Mar 23, 2022 | FairnessMisinformation | CodeCode Available | 0 |
| Improving the Fairness of Chest X-ray Classifiers | Mar 23, 2022 | Fairness | CodeCode Available | 1 |
| Representation Bias in Data: A Survey on Identification and Resolution Techniques | Mar 22, 2022 | Decision MakingFairness | —Unverified | 0 |
| Fair Federated Learning via Bounded Group Loss | Mar 18, 2022 | FairnessFederated Learning | —Unverified | 0 |
| To train or not to train adversarially: A study of bias mitigation strategies for speaker recognition | Mar 17, 2022 | Face RecognitionFairness | CodeCode Available | 0 |
| Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists | Mar 17, 2022 | Abuse DetectionBias Detection | CodeCode Available | 1 |
| Measuring Fairness of Text Classifiers via Prediction Sensitivity | Mar 16, 2022 | Attributecounterfactual | —Unverified | 0 |
| Distraction is All You Need for Fairness | Mar 15, 2022 | AllClassification | CodeCode Available | 0 |
| Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing | Mar 14, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Dawn of the transformer era in speech emotion recognition: closing the valence gap | Mar 14, 2022 | Cross-corpusEmotion Recognition | CodeCode Available | 2 |
| Repairing Regressors for Fair Binary Classification at Any Decision Threshold | Mar 14, 2022 | AllBinary Classification | —Unverified | 0 |
| Multi Stage Screening: Enforcing Fairness and Maximizing Efficiency in a Pre-Existing Pipeline | Mar 14, 2022 | Fairness | —Unverified | 0 |
