Learning Using Privileged Information

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10 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. ResAware: Cross-Environment Website Fingerprinting via Resource-Privileged Distillation

    Jun 16, 2026Chongru Fan, Wei Wang, Wentao Huang +5Encrypted Network Traffic AnalysisCybersecurity

    Beijing University of Posts and Telecommunications Beijing, China · Zhongguancun Laboratory Beijing, China

  2. Synesthesia via Direct Latent Augmentation:Bypassing the Decode-Encode Loop for Cross-Modal Distillation

    Jun 6, 2026Cristian Sbrolli, Nicolas Michel, Matteo Matteucci +1Cross-Modal Knowledge DistillationSynthetic Data Augmentation

    Politecnico di Milano, Milan, Italy · University of Tokyo, Tokyo, Japan

  3. ViCuR: Visual Cues as Recoverable Privilege for Multimodal On-Policy Distillation

    Jun 4, 2026Kanghui Tian, Siyuan Liu, Ziang Yan +3VLM DistillationMultimodal Reasoning

    1Shanghai AI Laboratory · 3Nanjing University · 2Fudan University

  4. Robust Scene Transfer for PointGoal Navigation via Privileged Sensor Guided Contrastive Learning

    Jun 3, 2026Amirhossein Zhalehmehrabi, Tiziano Tezze, Alberto Castelini +1Robot NavigationDomain Generalization

  5. Regret Pre-training: Bridging Prior and Posterior Views for Enhanced Knowledge Grounding

    Jun 2, 2026Mingkuan Zhao, Xiayu Sun, Wentao Hu +5Language Model PretrainingLLM Grounding

    The School of Computer Science and Technology, Xi’an Jiaotong University, China.

  6. Pathway-Structured Privileged Distillation for Deployable Computational Pathology

    Jun 1, 2026Yongxin Guo, Hao Lu, Onur Koyun +2Computational PathologyOncology

    1*School of Medicine, Wake Forest University, Winston-Salem, NC, USA.

  7. CAPF: Guiding Search-Agent Rollouts with Credit-Attenuated Privileged Feedback

    Jun 1, 2026Bin Chen, Xinye Liao, Yiming Liu +2RL for Language Model ReasoningCredit Assignment in RL

  8. CoFiDA-M: Concept-Aware Feature Modulation for Cross-Domain Adaptation with Image-Only Inference

    May 29, 2026Nurjahan Sultana, Moi Hoon Yap, Xinqi Fan +1Skin Lesion ClassificationMedical Image Classification

    Department of Computing and Mathematics, Manchester Metropolitan University Dalton Building, Chester Street, M1 5GD Manchester, UK

  9. When Does Adaptive Guidance Help? Belief-Aware Privileged Distillation for Autonomous Driving Under Partial Observability

    May 24, 2026Mehmet HaklidirPartially Observable RLAutonomous Driving

    TUBITAK BILGEM Artificial Intelligence Institute, Turkey

  10. EDGE-OPD: Internalizing Privileged Context with Evidence Guided On-Policy Distillation

    May 22, 2026Aristotelis Lazaridis, Dylan Bates, Aman Sharma +3On-Policy Self-DistillationOn-Policy Distillation

    EdgeRunner AI

  11. Coupled Training with Privileged Information and Unlabeled Data

    May 22, 2026Jiahao Shi, Omar Hagrass, Jason M. KlusowskiLearning Using Privileged InformationSemi-Supervised Learning

    Department of Electrical and Computer Engineering, Princeton University · Department of Operations Research and Financial Engineering, Princeton University

  12. Next-Acceleration-Scale Prediction for Autoregressive MRI Reconstruction

    May 19, 2026Yilmaz Korkmaz, Vishal M. PatelVisual Autoregressive ModelsComputational Imaging

    Johns Hopkins University, Baltimore MD 21218, USA

  13. The Many Faces of On-Policy Distillation: Pitfalls, Mechanisms, and Fixes

    May 11, 2026Siqi Zhu, Xuyan Ye, Hongyu Lu +2On-Policy Self-DistillationOn-Policy Distillation

    1UIUC · 2Renmin University of China · †Work done during an internship at UIUC. +1

  14. Toward Privileged Foundation Models:LUPI for Accelerated and Improved Learning

    May 8, 2026Xueying Ding, Leman AkogluTabular Foundation ModelsLearning Using Privileged Information

    Carnegie Mellon University

  15. Neurosymbolic Imitation Learning with Human Guidance: A Privileged Information Approach

    May 8, 2026Nikhilesh Prabhakar, Varun Balaji, Athresh Karanam +2Imitation LearningNeurosymbolic Learning

    Department of Computer Science, The University of Texas at Dallas, Richardson TX 75080, USA · Computer Science Department and Centre for Cognitive Science, TU Darmstadt, Germany

  16. Private Speech Classification without Collapse: Stabilized DP Training and Offline Distillation

    May 4, 2026Yadi Wen, Tianxin Li, Enji Liang +2Differentially Private Stochastic Gradient DescentLearning Using Privileged Information

    Shanxi Key Laboratory of Industrial Internet Security, Taiyuan University of Technology, China · University of Michigan, Ann Arbor, USA

  17. Privileged Foresight Distillation: Zero-Cost Future Correction for World Action Models

    Apr 28, 2026Pengcheng Fang, Hongli Chen, Xiaohao CaiWorld Model LearningAction-Conditioned World Models

    The University of Southampton · The University of Queensland

  18. OncoVision: Integrating Mammography and Clinical Data through Attention-Driven Multimodal AI for Enhanced Breast Cancer Diagnosis

    Nov 24, 2025Istiak Ahmed, Galib Ahmed, K. Shahriar Sanjid +10Breast CancerMedical Image Segmentation

    Department Electrical and Computer Engineering, North South University, Dhaka, 1229, Bangladesh. · Big-Matrix Lab, North South University, Dhaka, 1229, Bangladesh. · Department of Mathematics and Physics, North South University, Dhaka, 1229, Bangladesh. +7

  19. From My View to Yours: Learning Egocentric Cues from Exocentric Video using Privileged Egocentric Supervision

    Jan 10, 2025Dominick Reilly, Manish Kumar Govind, Le Xue +1Video UnderstandingVLM Adaptation

    University of North Carolina at Charlotte · Elorian AI

  20. Longitudinal Risk Prediction in Mammography with Privileged History Distillation

    Date pendingBanafsheh Karimian, Soufiane Belharbi, Alexis Guichemerre +3Breast CancerMedical Imaging

    LIVIA, Dept. of Systems Engineering, ETS Montreal, Canada · Goodman Cancer Institute, Dept. of Oncology, McGill University, Canada