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model debiasing

58 papers

Papers

A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks CVPR 2026 Fully Unsupervised Self-debiasing of Text-to-Image Diffusion Models WACV 2026 Interpretable Debiasing of Vision-Language Models for Social Fairness CVPR 2026 Lose Your Self (LoYS): An Adversarial Entropy-based Unsupervised Approach for Model Debiasing WACV 2026 CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025 Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025 Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025 From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings COLING 2025 Joint Vision-Language Social Bias Removal for CLIP CVPR 2025 Looking at Model Debiasing through the Lens of Anomaly Detection WACV 2025 MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge AAAI 2025 Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination AAAI 2025 Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025 Target Bias Is All You Need: Zero-Shot Debiasing of Vision-Language Models with Bias Corpus ICCV 2025 Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs IJCAI 2025 Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025 Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025 A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks NeurIPS 2024 Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024 Improving Subgroup Robustness via Data Selection NeurIPS 2024 In-Contextual Gender Bias Suppression for Large Language Models EACL 2024 Local Contrastive Editing of Gender Stereotypes EMNLP 2024 MAFIA: Multi-Adapter Fused Inclusive Language Models EACL 2024 Masking Latent Gender Knowledge for Debiasing Image Captioning NAACL 2024 Mitigating Shortcuts in Language Models with Soft Label Encoding COLING 2024