Post-Hoc Calibration

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9 papers in the last four weeks, up 80% on the four weeks before. 0.1% of all new papers.

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  1. YOCO: You Only Calibrate Once! Fast Mocap Calibration for Dexterous Teleoperation

    Oct 8, 2026Yu Zhang, Yunqi Li, Yushi Du +2Post-Hoc Calibration3D Hand Pose Estimation

    The University of Hong Kong · Shenzhen Loop Area Institute · TranscEngram

  2. Towards Calibrated Probabilistic Forecasts for Events of Interest via Outcome-Conditional Recalibration

    Oct 7, 2026Jakob Benjamin Wessel, Sam AllenPost-Hoc CalibrationProbabilistic Forecasting

    Institute for Meteorology University of Leipzig · Institute of Statistics Karlsruhe Institute of Technology

  3. Calibrated Weak Supervision for Post-Harvest Burned-Cropland Mapping Under Label Scarcity

    Oct 4, 2026Raunak Bhagate, Maitri Polisetty, R I MinuPost-Hoc CalibrationAgricultural Remote Sensing

    SRM Institute of Science & Technology

  4. Signal-Routed Temperature Scaling: Low-Capacity Risk-Conditioned Calibration for Small Validation Budgets

    Sep 30, 2026Wenhao Liang, Liangwei Nathan Zheng, Lin Yue +4Post-Hoc CalibrationModel Calibration

    Adelaide University, Adelaide, Australia

  5. Boosting Metric Depth Completion via Training-Free Adaptive Response Geometry

    Sep 28, 2026Mia Zhang, Jizong PengPost-Hoc CalibrationDepth Completion

    dConstruct Robotics · University of Waterloo

  6. A Free Knob: Decoupling Calibration and Predictive Skill in Threshold-Based Evaluation

    Sep 27, 2026Md Tanveer Hossain Munim, Bijoy Ahmed Saiem, Al-Amin Sany +1Post-Hoc CalibrationProbability Calibration

    Regional Integrated Multi-Hazard Early Warning System (RIMES) · Bangladesh University of Engineering and Technology (BUET)

  7. Improving Calibration of Black-Box Radiology AI Using Test-Time Augmentation

    Sep 24, 2026Nathan Le, Magdalini Paschali, Arogya Koirala +5Post-Hoc Calibration3D Medical Imaging

    Department of Radiology, Stanford University, Stanford, CA, USA · Department of Biomedical Data Science, Stanford University, Stanford, CA, USA · Department of Anesthesia, Intensive Care Medicine, and Pain Medicine, Medical University of Vienna, Spitalgasse 23, 1090 Vienna, Austria

  8. SupportCal: Label-Free Calibration of Post-Trained LLMs via Reference Support and Corroboration

    Sep 21, 2026Linhan Luo, Lequan Lin, Dai Shi +3Post-Hoc CalibrationLanguage Model Calibration

    The University of Sydney · University of Cambridge · The University of Adelaide

  9. How Calibration Content Shapes Attention-Based Reranking

    Sep 15, 2026Petros Karypis, Hossein Rajaby Faghihi, Peter Chen +4Post-Hoc CalibrationLearning to Rank

    UC San Diego · Google · Google DeepMind

  10. Bridging the Confidence Gap: Temperature Scaling for Calibrating Test-Time Prompt Tuning

    Sep 15, 2026Yuwei Liang, Jian Liang, Dapeng Hu +2Post-Hoc CalibrationTest-Time Adaptation of VLMs

    School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China · NLPR & MAIS, Institute of Automation, Chinese Academy of Sciences, Beijing, China · Independent Researcher

  11. Prevalence calibration as shortcut mitigation

    Sep 7, 2026Mohamed Amine Kina, Eike PetersenPost-Hoc CalibrationMedical Image Classification

    Universität Bremen, Bremen, Germany · Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany

  12. Let Confidence Change, Not the Prediction: Prediction-Preserving Repair for Post-hoc Calibration

    Sep 1, 2026Daehwan Kim, Haejun Chung, Ikbeom JangPost-Hoc CalibrationProbability Calibration

    Hanyang University, Seoul, Republic of Korea · Hankuk University of Foreign Studies, Yongin, Republic of Korea

  13. Drift Calibration in Geometric Eye Tracking Systems

    Aug 30, 2026Jiaqi Liu, Zixuan Wang, Yuhong Zhang +4Gaze EstimationPost-Hoc Calibration

    Institute for Neural Computation, University of California San Diego

  14. Too Sure to Be Safe: Model Calibration for Reliable Log Anomaly Detection

    Aug 18, 2026Bin Li, Dongdong Wang, Siyang LuPost-Hoc CalibrationOnline Anomaly Detection

    School of Cyberspace Science and Technology, Beijing Jiaotong University, Beijing, China · University of Florida, Gainesville, FL, USA · School of Computer and Technology, Beijing Jiaotong University, Beijing, China

  15. Post-Calibration Reliability Reranking of Relevance Decisions via Label-wise Monotone Projection

    Aug 11, 2026Inwoo Tae, Yongjae LeePost-Hoc CalibrationIR Evaluation

    UNIST Ulsan, Republic of Korea · LinqAlpha New York, NY, USA

  16. Invertible Logits Transformation for Accuracy-Preserving Post-Hoc Uncertainty Calibration

    Aug 11, 2026Lening Zhao, Qipeng Zhan, Li ShenPost-Hoc CalibrationModel Calibration

    University of Pennsylvania

  17. Aggregate-then-Calibrate for Human-centered Assessment with Theoretical Guarantees

    Aug 3, 2026Zejun Xie, Xintong Li, Guang Wang +1Post-Hoc CalibrationLearning to Rank

    Rutgers University · Renmin University of China · Florida State University

  18. Rethinking Detection Calibration: A Coordinate and Direction Perspective

    Jul 31, 2026Juyong Lee, Seungjin Jung, Jungmin Lee +2Post-Hoc CalibrationObject Detection

    Dept. of AI, Chung-Ang University, Republic of Korea · Dept. of Advanced Imaging, GSAIM, Chung-Ang University, Republic of Korea · GS. of Virtual Convergence, Chung-Ang University, Republic of Korea

  19. From Keypoints to Predictive Distributions: Post-Hoc Uncertainty for YOLO-Pose Models

    Jul 29, 2026Alexej Klushyn, Juan Rivero Sesma, Florian Seligmann +3Post-Hoc CalibrationUncertainty Quantification

    Airbus Central Research & Technology · Airbus Commercial Aircraft · Karlsruhe Institute of Technology +2

  20. The Calibration Channel Determines the Bayes-Error Proxy: An Exact Law for Temperature-Induced Distortion

    Jul 20, 2026Shreyas Pradeepkumar KhandalePost-Hoc CalibrationProbability Calibration

    School of Computing Binghamton University (SUNY) Binghamton, NY, USA

  21. Temperature Scaling Is Not Enough: Calibration Gaps Under Human Label Distributions

    Jul 15, 2026Wisdom DogahPost-Hoc CalibrationLanguage Model Calibration

    Faculty of Computing and Mathematical Sciences, University of Mines and Technology (UMaT), Tarkwa, Ghana. · BlackMatrix AI Research, Accra, Ghana.

  22. Condition-Stratified Robustness Analysis of Post-Hoc Calibration Methods for Probabilistic Classifiers

    Jul 13, 2026Gurdeep Singh VirdeePost-Hoc CalibrationProbability Calibration

    Fergana State Technical University, Uzbekistan

  23. Full-range Binary Classifier Calibration for Stable Model Updates in Production

    Jul 6, 2026Konstantin BerlinPost-Hoc CalibrationModel Calibration

    Cisco AI Defense

  24. The Multipath Blind Spot: KK-Agnostic Robust Calibration for Sparse-Anchor Metric Depth from Frozen Foundations

    Jul 5, 2026Sohag Roy, Rajesh Misra, Swami Shastravidyananda +1Post-Hoc CalibrationMetric Depth Estimation

    Department of Computer Science, Ramakrishna Mission Vivekananda Educational and Research Institute (RKMVERI), Belur, Howrah, West Bengal 711202, India

  25. Rethinking Post-Hoc Calibration in Semantic Segmentation

    Jul 2, 2026Tristan Kirscher, Kim-Celine Kahl, Balint Kovacs +5Post-Hoc CalibrationModel Calibration

    ICube, Institut Strauss · ICube Laboratory, CNRS UMR 7357, University of Strasbourg, Strasbourg, France · CLCC Institut Strauss, Strasbourg, France +6

  26. The Hidden Cost of Resampling: How Imbalance Correction Degrades Probability Calibration in Tree Ensembles

    Jun 29, 2026Zewen LiuClass-Imbalanced LearningPost-Hoc Calibration

    Qilu Institute of Technology · Tai’an, Shandong, China

  27. PEBS: Per-rater Empirical-Bayes Shrinkage for RLHF Reward-Model Calibration

    Jun 25, 2026Arnav RajReward ModelingPost-Hoc Calibration

    Department of Computer Science and Engineering, Indian Institute of Technology Delhi, New Delhi, India.

  28. Quantile Adaptive Temperature Scaling for Confidence Calibration

    Jun 19, 2026Omprakash Chakraborty, Leo Fillioux, Ismail Ben Ayed +1Post-Hoc CalibrationProbability Calibration

    1 ÉTS Montréal, Canada · Université Paris-Saclay, CentraleSupélec, Gustave Roussy, INSERM, CDSU, IHU PRISM, Gif-sur-Yvette

  29. Reliability-Aware Prototype Calibration for Frozen Pose-Flow Video Anomaly Detection

    Jun 18, 2026Ning Dong, Yingna Su, Xin Dong +3Post-Hoc CalibrationVideo Anomaly Detection

    School of Information Engineering Suqian University Suqian, China · School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu, China · Institute for Advanced Studies Universiti Malaya Kuala Lumpur, Malaysia

  30. Inference-Time Decision Calibration for Temporal Classification

    Jun 14, 2026Arthur Chagas, Arthur Buzelin, Yan Aquino +4Post-Hoc CalibrationTime Series Classification

    Department of Computer Science (DCC), Universidade Federal de Minas Gerais (UFMG)