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Fairness

1139 directly classified papers

Papers per year

Papers

Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability CVPR 2025
Iterative Prompt Refinement for Safer Text-to-Image Generation EMNLP 2025
NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration IJCAI 2025
BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models EMNLP 2025
An Ethical Dataset from Real-World Interactions Between Users and Large Language Models IJCAI 2025
Target Bias Is All You Need: Zero-Shot Debiasing of Vision-Language Models with Bias Corpus ICCV 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
MCID: Multi-aspect Copyright Infringement Detection for Generated Images ICCV 2025
Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail AAAI 2025
FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions ICCV 2025
Common Sense Bias Modeling for Classification Tasks AAAI 2025
MAVias: Mitigate any Visual Bias ICCV 2025
Temporal Fair Division AAAI 2025
Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention ICCV 2025
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection IJCNLP 2025
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025
FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems ICCV 2025
Taxonomizing Representational Harms using Speech Act Theory ACL 2025
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration ICCV 2025
EtiCor++: Towards Understanding Etiquettical Bias in LLMs ACL 2025
From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 2025
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025
VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models EMNLP 2025
BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource Language COLING 2025