Debiasing

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1 paper in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

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  1. Debias Anything: Fairness with Diversity without Supervision in Diffusion Models

    Oct 1, 2026Théau d'Audiffret, Mariia Vladimirova, Jean-Yves FranceschiDiffusion ModelsAlgorithmic Fairness

    Criteo AI Lab, Paris, France · ESSEC Business School, France · CentraleSupélec, Université Paris-Saclay, France +1

  2. Acmite: Mitigating Gender Bias in LLMs through Concept-Guided Mutual Information

    Oct 1, 2026Tian Lan, Xiaoqing Cheng, Han Zhang +1Gender BiasStereotype Mitigation

    Kyoto University · Zhejiang University · Shanghai Jiao Tong University +1

  3. Learning-Enabled Estimation: Tight Characterizations under Sample Selection Biases

    Sep 29, 2026Vikram Kher, Jane H. Lee, Anay Mehrotra +1Selection BiasFinite-Sample

    Yale University · Stanford University

  4. OFBD: Object-Focused Background Debiasing for Long-Tailed Learning

    Sep 29, 2026Shenghan Chen, Yiming Liu, Zhipeng Deng +6Out-Of-Distribution DetectionDebiasing

    Westlake University, Hangzhou, China · Shandong University, Jinan, China · Hokkaido University, Sapporo, Japan +1

  5. Authority Bias in Conversational Search Engines for Academic Paper Recommendation

    Aug 31, 2026Uthman Jinadu, Parsa Ghazvinian, Anjila Budathoki +3Large Language Model BiasLarge Language Model Decisions

    Georgia State University · University of Tennessee, Knoxville

  6. Localizing to Debias: A Patch-Level Benchmark and Baseline for Weakly Supervised Spatial Anomaly Detection

    Aug 12, 2026Sara Abdulaziz, Abdulrahman Al-Abri, Giacomo D'Amicantonio +1Training-Free Video Anomaly DetectionSpatial Supervision

    Eindhoven University of Technology, 5612 AE Eindhoven, Netherlands

  7. Towards Color-Faithful Low-Light Image Enhancement via Adaptive Color Debiasing and Saturation Rectification

    Aug 11, 2026Zhichen Yang, Rui Xu, Yuzhen Niu +3Low-Light Image EnhancementEnhancement

    Fuzhou University, Fuzhou, Fujian, China

  8. Debias in Text, Believe Your Eyes: Text-Anchored Cross-Modal Transfer for Visual Counter-Commonsense Reasoning

    Aug 7, 2026Chen Ling, Hanqian Li, Dongnan Liu +9Multimodal Large Language ModelsVisual Evidence

    Zhejiang University · Ant Group · The Hong Kong University of Science and Technology (Guangzhou) +2

  9. A Heuristic Perspective on Debiasing Language Models

    Aug 1, 2026Tian Lan, Yemin Wang, Chuancheng Shi +6Large Language Model BiasDebiasing

    Inner Mongolia University · Xiamen University · University of Sydney +3

  10. PinEqualizer: Full Funnel Content Exploration and Debiasing System at Pinterest

    Jul 24, 2026Olafur Gudmundsson, Bo Zhao, Huayi Liao +15Debiasing

    Pinterest, Inc. San Francisco, USA

  11. Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement

    Jun 23, 2026Xiangqian Zhao, Xinyang Jiang, Zhipeng Xu +5DebiasingUnsupervised

    Xidian University · Shaanxi, China · Microsoft Research Asia +1

  12. Uncertainty-based Debiasing and Unlearning for Decontamination

    Jun 22, 2026Guangzhi Sun, Xiao Zhan, Mark GalesLarge Language Model UnlearningDebiasing

    Department of Engineering, University of Cambridge · VRAIN, Universitat Politècnica de València

  13. Debiasing Without Protected Attributes: Latent Concept Erasure from Textual Profiles

    Jun 10, 2026Shun Shao, Zheng Zhao, Anna Korhonen +2DebiasingLarge Language Model Bias

    University of Cambridge · University of Edinburgh · University of Groningen +1

  14. What Does Debiasing Really Remove? A Geometric Study of PCA-Based Gender Debiasing in Word Embeddings

    Jun 6, 2026Alexey Kresin, Tchifou M. Dieffi, Tomer CaspiDebiasingContextual Embeddings

    Department of Computer Science, Hood College, Frederick, MD, United States · Department of Mathematics, Ben-Gurion University of the Negev, Be'er Sheva, Israel

  15. Resource-Constrained Adaptive Inference for Sequential Pricing

    Jun 2, 2026Ruicheng Ao, Jiashuo Jiang, David Simchi-LeviDynamic PricingExploration

    Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, MA 02139 · Department of Industrial Engineering and Decision Analytics, Hong Kong University of Science and Technology, Hong Kong · Department of Civil and Environmental Engineering and Operations Research Center, Massachusetts Institute of Technology, Cambridge, MA 02139

  16. Industrializing Prediction-Powered Inference: The GLIDE Library for Reliable GenAI and Agentic Systems Evaluation

    May 29, 2026Grégoire Martinon, Ibrahim Merad, Mohammed RakiAgentic InferenceAgentic Evaluations

    Emerton Data, 16 Avenue Hoche, 75008, Paris, France.

  17. Personalized Generative Models for Contextual Debiasing

    May 25, 2026Xinran Liang, Esin Tureci, Prachi Sinha +3Data AugmentationGenerative Models

    Department of Computer Science, Princeton University · LIX, CNRS, ´Ecole Polytechnique

  18. Geometry Adaptive Counterfactual Distribution Learning with Diffusion-Guided Smoothing

    May 25, 2026Kwangho KimCausal InferencesDistributions

    Department of Statistics, Korea University

  19. DebiasRAG: A Tuning-Free Path to Fair Generation in Large Language Models through Retrieval-Augmented Generation

    May 15, 2026Rui Chu, Bingyin Zhao, Thanh Quoc Hung Le +6Large Language Model BiasDebiasing

  20. Decoding-Time Debiasing via Process Reward Models: From Controlled Fill-in to Open-Ended Generation

    May 4, 2026Muneeb Ur Raheem KhanLarge Language Model BiasDebiasing

    Lahore University of Management Sciences (LUMS)

  21. Can AI Debias the News? LLM Interventions Improve Cross-Partisan Receptivity but LLMs Overestimate Their Own Effectiveness

    May 1, 2026Faisal Feroz, Jonas R. KunstLarge Language Model BiasIdeology

    Department of Experimental Psychology, University of Oxford · Uehiro Oxford Institute, University of Oxford · Psychology Programme, School of Social Sciences, Nanyang Technological University +1

  22. Toward Robust LLM-Based Judges: Taxonomic Bias Evaluation and Debiasing Optimization

    Mar 9, 2026Hongli Zhou, Hui Huang, Rui Zhang +5JudgesDebiasing

    Faculty of Computing, Harbin Institute of Technology, Harbin, 150001, China · School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, 518055, China

  23. Knowing Bias, Doing Better: Mitigating Social Bias in LLMs via Know-Bias Neuron Enhancement

    Jan 29, 2026Jinhao Pan, Chahat Raj, Anjishnu Mukherjee +4Large Language Model BiasDebiasing

    Department of Computer Science, George Mason University, Fairfax, VA, USA · Lightridge High School, Aldie, VA, USA

  24. General Phrase Debiaser: Debiasing Masked Language Models at a Multi-Token Level

    Nov 23, 2023Bingkang Shi, Xiaodan Zhang, Dehan Kong +4DebiasingLarge Language Model Bias

    Chinese Academy of Sciences, Institute of Information Engineering, Beijing 100093, China · Alibaba Group, Alibaba Artificial Intelligence Governance Laboratory, Beijing, China · University of Bristol, Department of Electrical and Electronic Engineering, Bristol, BS8 1UB, UK