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Fairness

3337 directly classified papers

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Papers

LDPose: Towards Inclusive Human Pose Estimation for Limb-Deficient Individuals in the Wild ICCV 2025
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025
Background Invariance Testing According to Semantic Proximity ICCV 2025
CAP: Evaluation of Persuasive and Creative Image Generation ICCV 2025
MAVias: Mitigate any Visual Bias ICCV 2025
Learnable Logit Adjustment for Imbalanced Semi-Supervised Learning under Class Distribution Mismatch ICCV 2025
Social Debiasing for Fair Multi-modal LLMs ICCV 2025
Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models ICCV 2025
Gradient Extrapolation for Debiased Representation Learning ICCV 2025
DDB: Diffusion Driven Balancing to Address Spurious Correlations ICCV 2025
LLM Bias Detection and Mitigation through the Lens of Desired Distributions EMNLP 2025
CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples EMNLP 2025
A Group Fairness Lens for Large Language Models EMNLP 2025
DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data EMNLP 2025
GENDER1PERSON: Test Suite for Estimating Gender Bias of First-person Singular Forms EMNLP 2025
Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models EMNLP 2025
ArabJobs: A Multinational Corpus of Arabic Job Ads EMNLP 2025
Digital Tongues: Internet Language, Collective Identity, and Implications for Human-Computer Interaction EMNLP 2025
Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication EMNLP 2025
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models EMNLP 2025
LLMs Reproduce Stereotypes of Sexual and Gender Minorities EMNLP 2025
Large Language Models as Reader for Bias Detection EMNLP 2025
Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm ICCV 2025
Can LLMs Express Personality Across Cultures? Introducing CulturalPersonas for Evaluating Trait Alignment EMNLP 2025