Linear Probing

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2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Whitening Improves Robustness to Spurious Correlations in Linear Probes

    Sep 30, 2026Floris Holstege, Bram Wouters, Noud van Giersbergen +1Linear ProbingSpurious Correlation Robustness

    University of Amsterdam, Department of Quantitative Economics · Tinbergen Institute

  2. Exact semantic readout from compressed vector representations

    Sep 16, 2026Daniel QuigleyLinear ProbingEmbedding Compression

    Center for Possible Minds Indiana University Bloomington Bloomington, IN 47408

  3. Measuring Concept Content in Text from LLM Activations: ESG Evidence from Concept Vectors and Linear Probes

    Aug 7, 2026Luc Hazenoot, Zhaochun Ren, Amirhossein ZohrehvandLinear ProbingLLM Interpretability

    Leiden Institute of Advanced Computer Science, Leiden University

  4. Training-Free versus Training-Based Intent Classification in LLMs: Accuracy, Robustness, and Failure Modes

    Aug 3, 2026Nan Chen, Zhouhao Yang, Soufiane HayouZero-Shot LearningLLM Evaluation

    Department of Applied Mathematics and Statistics Johns Hopkins University

  5. Foundation Models for Face Presentation Attack Detection: A Unified Linear-Probing Benchmark

    Jul 29, 2026Peter Lorenz, Anjith George, Sébastien MarcelVision Foundation ModelsLinear Probing

    Idiap Research Institute, Martigny, Switzerland · University of Lausanne (UNIL), Lausanne, Switzerland

  6. Understanding Geometric Representations in Self-Supervised Vision Transformers via Subspace Intervention

    Jul 2, 2026Weichen Zhou, Yawen Zou, Chunzhi Gu +3Neural Representation GeometryLinear Probing

    University of Toyama, Toyama, Japan · University of Fukui, Fukui, Japan · Chukyo University, Aichi, Japan +1

  7. Primary ICD Category Prediction using LLM-based Probing

    Jun 27, 2026Chengyuan Liu, Xinyue Zhang, Yao Li +1Automated Medical CodingLinear Probing

    Department of Statistics, Pennsylvania State University, PA, USA · Department of Biostatistics, University of North Carolina at Chapel Hill, NC, USA · Department of Statistics and Operations Research, University of North Carolina at Chapel Hill, NC, USA

  8. Comparing Linear Probes with Mahalanobis Cosine Similarity

    Jun 17, 2026Zhuofan Josh Ying, Peter Hase, Nikolaus KriegeskorteLinear ProbingMahalanobis Distance

    Departments of 1Psychology, 2Neuroscience, 3Electrical Engineering · 4Zuckerman Mind Brain Behavior Institute; Columbia University, New York, NY · 5Stanford University, Stanford, CA +1

  9. Where Do We (Not) Need Temporal Context in Low-Resource Video Task Adaptation?

    Jun 2, 2026Luc P. J. Sträter, Hazel DoughtyLinear ProbingVision Foundation Model Adaptation

    Leiden University

  10. Refit the Probe: Single-Direction Ablation Is Not a Necessity Test

    May 30, 2026Yuhang JiangTransformer InterpretabilityLinear Probing

    Independent Researcher

  11. When LLMs Learn to Be Consistently Wrong: A Multi-Model Study of Linear Representations of Synthetic Deception

    May 28, 2026Vahideh ZolfaghariLinear ProbingLanguage Model Safety Evaluation

    Algoverse AI Research, Algoverse AI Research Mentorship Program, USA. · Medical Sciences Education Research Center, Mashhad University of Medical Sciences, Mashhad, Iran. · Student Research Committee, Department of Health Information Technology and Management, Medical Informatics, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

  12. Optimal Representation Size: High-Dimensional Analysis of Pretraining and Linear Probing

    May 19, 2026Valentina Njaradi, Clémentine Dominé, Rachel Swanson +2Neural Network GeneralizationLinear Probing

    Gatsby Computational Neuroscience Unit · University College London · Institute of Science and Technology Austria +1

  13. Probing for Representation Manifolds in Superposition

    May 18, 2026Alexander ModellFeature SuperpositionNeural Representation Geometry

    Department of Mathematics Imperial College London, U.K.

  14. Polar probe linearly decodes semantic structures from LLMs

    May 13, 2026Pablo J. Diego-Simón, Pierre Orhan, Emmanuel Chemla +2Representation LearningLinear Probing

    LSCP, ENS, PSL, EHESS, CNRS, Paris, France · Paris Brain Institute, Paris, France · Earth Species Project, Berkeley, California, USA +1

  15. Closed-Form Linear-Probe Dataset Distillation for Pre-trained Vision Models

    May 8, 2026Bincheng Peng, Guang Li, Ping Liu +2Linear ProbingDataset Distillation

    Hokkaido University · University of Nevada, Reno

  16. Tracing Relational Knowledge Recall in Large Language Models

    Apr 21, 2026Nicholas Popovič, Michael FärberLinear ProbingFactual Knowledge in Language Models

    TU Dresden & ScaDS.AI Dresden/Leipzig, Germany

  17. FLiP: Towards understanding and interpreting multimodal multilingual sentence embeddings

    Apr 20, 2026Santosh Kesiraju, Bolaji Yusuf, Šimon Sedláček +2Linear ProbingSentence Embeddings

  18. What are They Thinking? Delineation, Probing, and Tracking of Concepts in LLMs

    Apr 7, 2026Mohamed Abdelwahab, Michelle Yu Collins, Sihan Chen +5Linear ProbingLLM Interpretability

    The Edward S. Rogers Sr. Department of Electrical and Computer Engineering University of Toronto

  19. Spectral Overfitting in Noisy Linear Probing of Pretrained Representations

    Mar 2, 2026Zice Wang, Zhenyu ZhangRepresentation LearningLinear Probing

    School of Future Technology, Northeastern University, Shenyang, China.

  20. Multi-Probe Zero Collision Hash (MPZCH): Mitigating Embedding Collisions and Enhancing Model Freshness in Large-Scale Recommenders

    Feb 19, 2026Ziliang Zhao, Bi Xue, Emma Lin +16Linear ProbingRecommender Systems

    Meta Platforms, Inc., Menlo Park, CA, USA. · OpenAI, San Francisco, CA, USA.

  21. Attentive multilayer fusion for vision transformers

    Jan 14, 2026Laure Ciernik, Marco Morik, Lukas Thede +4Linear ProbingVision Transformer

    Machine Learning Group, Technische Universität Berlin, Berlin, Germany · Hector Fellow Academy, Karlsruhe, Germany · Berlin Institute for the Foundations of Learning and Data (BIFOLD), Berlin, Germany +7

  22. Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings

    Jan 13, 2026Hilde I. Hummel, Sandjai Bhulai, Rob D. van der Mei +1Audio Representation LearningLinear Probing

    Centre of Mathematics and Computer Science, Stochastics group, Science Park 123, Amsterdam, 1098 XG, Netherlands · Vrije Universiteit, Department of Mathematics, De Boelelaan 1111, Amsterdam, 1081 HV, Netherlands · Naturalis Biodiversity Center, Darwinweg 2, Leiden, 2333 CR, Netherlands