Representational Similarity Analysis

Also known as RSA

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3 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. COMPASS 2.0: psychometric representational similarity analysis distinguishes symptom structure from personal signal

    Oct 5, 2026Baihan LinRepresentational Similarity AnalysisPsychometric Validation

    Department of Artificial Intelligence and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA · Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA · Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA +2

  2. Geometric Similarity in VLM Low-Level Vision Representations

    Oct 1, 2026Shao-Jun Xia, Huixin Zhang, Zhen Lei +3Vision-Language ModelsRepresentational Similarity Analysis

    Florida State University · UNC Chapel Hill

  3. Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks

    Sep 30, 2026Lukas Braun, Erin Grant, Andrew M. SaxeRepresentational Similarity AnalysisNeural Representation Geometry

    Department of Experimental Psychology, University of Oxford, Oxford, UK · Gatsby Unit & Sainsbury Wellcome Centre, University College London, London, UK

  4. The Alignment Illusion in Multimodal Large Language Models

    Sep 24, 2026Hong-Han Wang, Yuntao Wang, Hu DingRepresentational Similarity AnalysisMultimodal Large Language Models

    University of Science and Technology of China, Hefei, China

  5. Vision Models Predict Urban Scene Appraisal with Limited Neural Alignment

    Aug 31, 2026Kaizhen Tan, Yuantao DengRepresentational Similarity AnalysisNeural Representation Geometry

    New York University

  6. Evaluation Resolution Confounds Learning-Rule Comparisons in Model-Brain RSA of Early Visual Cortex

    Aug 11, 2026Nils LeuteneggerRepresentational Similarity AnalysisVisual Neuroscience

    Independent Researcher, Switzerland

  7. Understanding and Overcoming Cross-modal Fusion Bias in Multimodal Anomaly Detection From A Fisher Information Perspective

    Aug 2, 2026Kaifang Long, Lianbo Ma, Liming Liu +1Representational Similarity AnalysisMultimodal Anomaly Detection

    Northeastern University Shenyang, China · CATL Ningde, China

  8. Transformer Geometry Observatory TGO-II: Representational Similarity Observatory

    Jul 2, 2026Kaustubh Kapil, Kishor P. UplaIntrinsic DimensionalityRepresentational Similarity Analysis

    Department of Electronics Engineering Sardar Vallabhai National Institute of Technology (SVNIT), Surat, India

  9. Unveiling Transferability in Trajectory Prediction via Latent Scene Embeddings

    Jun 29, 2026Theodor Westny, David Axelsson, Björn Olofsson +1Representational Similarity AnalysisMulti-Agent Trajectory Prediction

    Division of Vehicular Systems, Linköping University, Linköping, Sweden · Department of Automatic Control, Lund University, Lund, Sweden

  10. Geometric Reliability of Neural Population Codes: Sampling Calibration and Within-Session Nonstationarity

    Jun 28, 2026Prashant C. RajuRepresentational Similarity AnalysisNeural Representation Geometry

  11. Scalable and Interpretable Representation Alignment with Ordinal Similarity

    Jun 15, 2026Diogo Soares, Pankhil Gawade, Andrea Dittadi +1Representational Similarity AnalysisRepresentation Alignment

    Institute of AI for Health, Helmholtz Munich · School of Computation, Information and Technology, Technical University of Munich · Faculty of Mathematics, Informatics and Mechanics, University of Warsaw

  12. A Unifying Framework for Concept-Based Representational Similarity

    Jun 8, 2026Grégoire Dhimoïla, Victor Boutin, Agustin Martin Picard +2Representational Similarity AnalysisCross-Modal Alignment

    Brown University · ENS Paris Saclay · CNRS +2

  13. Representational Similarity and Model Behavior in Multi-Agent Interaction

    Jun 5, 2026Yujin Potter, Seun Eisape, Shiyang Lai +6Representational Similarity AnalysisMulti-Agent Collaboration

    University of California, Berkeley · The University of Chicago, Knowledge Lab · Santa Fe Institute +2

  14. Symmetric Divergence and Normalized Similarity: A Unified Topological Framework for Representation Analysis

    Jun 4, 2026Yan Wang, Tianyang HuRepresentational Similarity AnalysisNeural Representation Geometry

    School of Data Science The Chinese University of Hong Kong, Shenzhen

  15. Multilinguality of Large Language Models From a Structural Perspective

    Jun 1, 2026Haruki Sakajo, Yusuke Sakai, Hidetaka Kamigaito +1Multilingual Language ModelsRepresentational Similarity Analysis

    Nara Institute of Science and Technology (NAIST)

  16. KLAS: Using Similarity to Stitch Neural Networks for Improved Accuracy-Efficiency Tradeoffs

    May 28, 2026Debopam Sanyal, Anantharaman Iyer, Alind Khare +5Efficient Neural Network InferenceRepresentational Similarity Analysis

    Georgia Institute of Technology · Microsoft M365 Research · Cisco Research +1

  17. LWM-CDE: A Representation Space for Wireless Data Reasoning and Transferability

    May 22, 2026Sadjad Alikhani, Akshay Malhotra, Shahab Hamidi-Rad +1Contrastive LearningRepresentational Similarity Analysis

    School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ 85281 USA · InterDigital, Inc., USA

  18. The physics of AI weather models

    May 22, 2026George Craig, Tobias Selz, Matthias Beylich +1AI for ScienceRepresentational Similarity Analysis

    Meteorological Institute, LMU Munich · Karlsruhe Institute of Technology

  19. Convergence Without Understanding: When Language Models Agree on Representations but Disagree on Reasoning

    May 22, 2026Muhammad Usama, Dong Eui ChangRepresentational Similarity AnalysisLLM Interpretability

    Control Laboratory, School of Electrical Engineering Korea Advanced Institute of Science and Technology (KAIST) Daejeon 34141, Republic of Korea · Control Laboratory, School of Electrical Engineering Korea Advanced Institute of Science and Technology (KAIST)2026 Daejeon 34141, Republic of Korea

  20. Cross-Species RSA Reveals Conserved Early Visual Alignment but Divergent Higher-Area Rankings Across Human fMRI and Macaque Electrophysiology

    May 21, 2026Nils LeuteneggerRepresentational Similarity AnalysisVisual Representation Learning

    Independent Researcher, Switzerland

  21. ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage

    May 20, 2026Chang Liu, Noah Fleischmann, Nicolò Altamura +3Representational Similarity AnalysisSoftware Vulnerability Detection

    Syracuse University, Syracuse, USA · Booz Allen Hamilton, McLean, USA · Independent Researcher, Italy +1

  22. Stimulus symmetries can confound representational similarity analyses

    May 20, 2026Farhad Pashakhanloo, Jacob A. Zavatone-VethRepresentational Similarity AnalysisRepresentation Learning

    Center for Brain Science and 2Society of Fellows Harvard University, Cambridge, MA, USA

  23. From Layers to Networks: Comparing Neural Representations via Diffusion Geometry

    May 15, 2026Atharva Khandait, Jan E. GerkenRepresentational Similarity AnalysisNeural Representation Geometry

    Department of Mathematical Sciences, Chalmers University of Technology and the University of Gothenburg, SE-412 96 Gothenburg, Sweden.

  24. Biological Plausibility and Representational Alignment of Feedback Alignment in Convolutional Networks

    May 8, 2026Jake Lance, Larry KieuRepresentational Similarity AnalysisBackpropagation

    University of Toronto

  25. Similarity of Neural Network Representations in Superposition

    Mar 31, 2026Sunny Liu, Habon Issa, André Longon +4Feature SuperpositionRepresentational Similarity Analysis

    Cold Spring Harbor Laboratory · UC San Diego · Anthropic +2

  26. Logit Distance Bounds Representational Similarity

    Feb 17, 2026Beatrix M. G. Nielsen, Emanuele Marconato, Luigi Gresele +2Representational Similarity AnalysisRepresentation Learning

    IT University of Copenhagen, Denmark · University of Trento, Italy · University of Copenhagen, Denmark +2

  27. Revisiting the Platonic Representation Hypothesis: An Aristotelian View

    Feb 16, 2026Fabian Gröger, Shuo Wen, Maria BrbićRepresentational Similarity AnalysisNeural Representation Geometry

    1EPFL · University of Basel · 3HSLU

  28. Geometric Stability: The Missing Axis of Representations

    Jan 14, 2026Prashant C. RajuRepresentational Similarity AnalysisNeural Representation Geometry

  29. A quantitative analysis of semantic information in deep representations of text and images

    May 21, 2025Santiago Acevedo, Andrea Mascaretti, Riccardo Rende +3Representational Similarity AnalysisCross-Modal Representation Learning

    Scuola Internazionale Superiore di Studi Avanzati (SISSA) · Universitat Pompeu Fabra (UPF) · Catalan Institute of Research and Advanced Studies (ICREA) and Universitat Pompeu Fabra (UPF)