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51 papers in the last four weeks, up 219% on the four weeks before. 0.5% of all new papers.

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  1. Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding

    May 4, 2026Taewon Yun, Jisu Shin, Jeonghwan Choi +2Reasoning TrajectoryTeacher-Student Distillation

    KAIST · UNIST

  2. AI Adoption Among Teachers: Insights on Concerns, Support, Confidence, and Attitudes

    May 1, 2026Vanessa B. Sibug, Maria Anna D. Cruz, Vicky P. Vital +6InstitutionsTeacher

    College of Education Pampanga State University Bacolor, Pampanga, Philippines · College of Hospitality and Tourism Management Pampanga State University City of San Fernando, Pampanga Philippines · College of Education Pampanga State University Mexico, Pampanga, Philippines +3

  3. Exploring the Adoption Intention in Using AI-Enabled Educational Tools Among Preservice Teachers in the Philippines: A Partial-Least Square Modeling

    Apr 30, 2026Vanessa B. Sibug, Emerson Q. Fernando, Almer B. Gamboa +6Artificial Intelligence EducationAdoption

    College of Education · Pampanga State University · Bacolor, Pampanga, Philippines +4

  4. Teacher Forcing as Generalized Bayes: Optimization Geometry Mismatch in Switching Surrogates for Chaotic Dynamics

    Apr 28, 2026Andre Herz, Daniel Durstewitz, Georgia KoppeChaosPac-Bayesian Theory

    Interdisciplinary Center for Scientific Computing, Heidelberg University, Germany · Dept. of Theoretical Neuroscience, Central Institute of Mental Health (CIMH), Mannheim, Germany · Hector Institute for AI in Psychiatry and Dept. of Psychiatry and Psychotherapy, CIMH, Mannheim, Germany +1

  5. Alice v1: Distillation-Enhanced Video Generation Surpassing Closed-Source Models

    Apr 27, 2026Wang Xiaoyu, Phong Nguyen, Chen ZhaoGenerative Video ModelsVideo Generation

    Mirage Team Open Source Research

  6. Industrial Surface Defect Detection via Diffusion Generation and Asymmetric Student-Teacher Network

    Apr 21, 2026Shuo Feng, Runlin Zhou, Yuyang Li +1Defect DetectionDenoising Diffusion Probabilistic Model

    School of Automation, Southeast University, Nanjing, China

  7. Distillation Traps and Guards: A Calibration Knob for LLM Distillability

    Apr 21, 2026Weixiao Zhan, Yongcheng Jing, Leszek Rutkowski +1Knowledge DistillationDataset Distillation

    Generative AI Lab, College of Computing and Data Science Nanyang Technological University, Singapore 639798 · Systems Research Institute of the Polish Academy of Sciences, AGH University of Krakow, 30-059 Kraków, and the SAN University, 90-113, Łód´z, Poland

  8. T-DuMpRa: Teacher-guided Dual-path Multi-prototype Retrieval Augmented framework for fine-grained medical image classification

    Apr 19, 2026Zixuan Tang, Shen ZhaoMedical Image ClassificationLearnable Prototypes

    School of Intelligent Systems Engineering, Sun Yat-sen University, Shenzhen, China

  9. WeatherSeg: Weather-Robust Image Segmentation using Teacher-Student Dual Learning and Classifier-Updating Attention

    Apr 19, 2026Zhang Zhang, Yifeng Zeng, Houshi Jiang +1Efficient Semantic SegmentationAutonomous Driving

    School of Artificial Intelligence and Information Engineering, Zhejiang University of Science and Technology, Hangzhou, China · Department of Computer and Information Sciences, Northumbria University, Newcastle, United Kingdom · Beijing Quinovare Medical Technology Co., Ltd, Beijing, China +1

  10. AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers

    Apr 17, 2026Edson Araujo, Saurabhchand Bhati, M. Jehanzeb Mirza +5Audio-Visual ReasoningMultimodal Reasoning

    University of Tübingen, Germany · MIT, Cambridge MA, USA · IBM Research, USA +2

  11. Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation

    Apr 13, 2026Lester James V. Miranda, Ivan Vulić, Anna KorhonenMultilingual Language ModelsTeacher

    Language Technology Lab, University of Cambridge

  12. Revisiting the Capacity Gap in Chain-of-Thought Distillation from a Practical Perspective

    Apr 10, 2026Tokio Kajitsuka, Ukyo Honda, Sho TakaseTeacherDataset Distillation

    The University of Tokyo, Tokyo, Japan · CyberAgent, Tokyo, Japan

  13. Towards Synergistic Teacher-AI Interactions with Generative Artificial Intelligence

    Nov 24, 2025Mutlu Cukurova, Wannapon Suraworachet, Qi Zhou +1Artificial Intelligence EducationHuman-Ai Collaboration

    UCL Knowledge Lab, Institute of Education, University College London, UK · UCL Centre for Artificial Intelligence, Department of Computer Science, University College London, UK

  14. Instruction Retrieval at Inference Time for Small Language Models

    Oct 15, 2025Kenan Alkiek, David Jurgens, Vinod VydiswaranInstruction-Tuned ModelsInstruction

    School of Information University of Michigan Ann Arbor, MI 48109, USA

  15. Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

    Oct 13, 2025Hengyuan Zhang, Shiping Yang, Xiao Liang +8TeacherSynthetic Data

    The University of Hong Kong · Simon Fraser University · University of California, Los Angeles +3

  16. Scale or Reason? A Compute-Equivalent Analysis of Reasoning Distillation

    Sep 26, 2025Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Kevin El Haddad +2Reasoning SkillsTeacher

    1Diabolocom · 5MICS, CentraleSupélec, Université Paris-Saclay · 2Artefact Research Center +2

  17. Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning

    Aug 13, 2025Xiaojun Wu, Xiaoguang Jiang, Huiyang Li +11LLM Reasoning StrategiesDataset Distillation

    1Zhongxing Telecom Equipment(ZTE), China · 2China Mobile Communications Group Co Ltd

  18. A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone

    May 19, 2025Jitai Hao, Qiang Huang, Hao Liu +3Small Large Language ModelsKnowledge Distillation

    School of Intelligence Science and Engineering, Harbin Institute of Technology, Shenzhen · Baidu Inc. · Leiden University +1

  19. How to Backdoor Image Knowledge Distillation

    Apr 30, 2025Qian Ma, Chen Wu, Prasenjit Mitra +1Knowledge DistillationFewer Surprising Backdoors

    The Pennsylvania State University State College, USA · Carnegie Mellon University Africa Kigali, Rwanda

  20. Tuned Reverse Distillation: Enhancing Multimodal Industrial Anomaly Detection with Crossmodal Tuners

    Dec 12, 2024Xinyue Liu, Jianyuan Wang, Biao Leng +1Multimodal Industrial Anomaly DetectionMultimodal Anomaly Detection

    School of Computer Science and Engineering, Beihang University, Beijing 100191, China · Key Laboratory of Intelligent Bionic Unmanned Systems, Ministry of Education, and the School of Artificial Intelligence, University of Science and Technology Beijing, Beijing 100083, China · School of Computer Science and Technology, Beijing Jiaotong University, Beijing 100044, China

  21. A Recipe for Long-Context Reasoning in Large Language Models via On-Policy Optimization and Distillation

    Date pendingMiguel Moura Ramos, Duarte M. Alves, André F. T. MartinsEfficient Long-Context InferenceLong-Context Reasoning

    Instituto Superior Técnico, Universidade de Lisboa · Instituto de Telecomunicações · TransPerfect +1

  22. MisEdu-RAG: A Misconception-Aware Dual-Hypergraph RAG for Novice Math Teachers

    Date pendingZhihan Guo, Yuting Lu, Jionghao LinStudent MisconceptionsMath Problems

    The University of Hong Kong, Hong Kong SAR, China · Carnegie Mellon University, Pittsburgh PA 15213, USA · Monash University, Clayton VIC 3800, Australia

  23. SalamandraTA at WMT 2026 Terminology Shared Task: Hard Examples Are Better Teachers

    Date pendingXixian Liao, Maite MeleroTranslation QualitySupervised Finetuning

    Barcelona Supercomputer Center