Visual Embeddings

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6 papers in the last four weeks, down 25% on the four weeks before. 0.1% of all new papers.

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  1. Sparse-View Interpretable 3D Animal Behavior Representations for Neural Encoding and Decoding

    Sep 28, 2026Xinming Dai, Qihang Jin, Tianshu Tan +8Sparse-ViewVisual Embeddings

    Columbia University · University of Science and Technology of China · Harvard University +3

  2. Domain Recentering and Confidence-Weighted Prior Calibration for Vision-Language Models

    Sep 24, 2026Youngeun Seol, Jimin Shin, Heeseo Yoon +1Visual EmbeddingsLogit Lens

    Department of Computer Science and Engineering, Ewha Womans University

  3. Hierarchical Prompt Learning for Hyperbolic Vision-Language Models

    Sep 21, 2026Andro Erdelez, Pascal Mettes, Behzad BozorgtabarMultiple Prompt Learning FrameworksVisual Embeddings

    Aarhus University · University of Amsterdam

  4. InterHier: Learning Interconnected Hierarchical Semantics for Open-Vocabulary Object Detection

    Sep 21, 2026Yeong-Jin Kim, Ho-Joong Kim, Seong-Whan LeeOpen-Vocabulary Object DetectionSemantic Representations

    Department of Artificial Intelligence, Korea University, Seoul 02841, Republic of Korea

  5. MotionJEPA: Preventing Temporal Feature Collapse by Capturing Visual Changes in Latent Space

    Sep 20, 2026Markus Karmann, Shile Li, Christian Internò +10Video Joint Embedding Predictive ArchitectureS-Jepa

    University of Oxford · vivo Tech Research GmbH · Bielefeld University +5

  6. GoDeep: Annotation-Free Open-Vocabulary 3D Scene Understanding via Language-Space Lifting

    Sep 8, 2026Thodoris Betsas, Anastasios Doulamis, Andreas Georgopoulos3D Scene UnderstandingVisual Embeddings

    Laboratory of Photogrammetry, School of Rural, Surveying and Geoinformatics Engineering, NTUA, 15772 Athens, Greece

  7. ENEAS: Embedding-guided Neural Ensemble for Adaptive Segmentation

    Sep 3, 2026Javier del Pino, Salvador Rodríguez, Alejandro Garabito +2Visual EmbeddingsMulti-Object Tracking

    SperidLabs

  8. Allocate Before You Embed: Adaptive Visual Input Allocation for Video Embeddings

    Sep 1, 2026Song Jin, Zhongtao Jiang, Chenglei Shen +5Visual EmbeddingsLong Videos

    Gaoling School of Artificial Intelligence, Renmin University of China · Institute of Automation, Chinese Academy of Science · Peking University

  9. Unmasking Face Embeddings: Reading, Rendering and Naming with Foundation Models

    Aug 31, 2026Fizza Rubab, Yiying Tong, Arun RossFace Recognition ModelFacial Images

    Michigan State University

  10. Spatial Matryoshka Training for Multi-Granularity Visual Document Retrieval

    Aug 30, 2026Trishan Singha Roy, Arkadeep Acharya, Vishwajeet Kumar +2Multimodal RetrievalVisual Document Retrieval

    IIT Delhi · IBM

  11. TraVEL: Trajectory-Guided Video Embedding Learning for Driving-Video Retrieval

    Aug 13, 2026Yi-Chung Chen, Philip Jacobson, Tom Lampo +6Fine-Grained Video UnderstandingVisual Embeddings

    Uber AV Labs · Purdue University

  12. The Impact of Temporal Context Length and Encoding Strategies on Self-Supervised ECG Representation Learning

    Aug 13, 2026Ahmed Sameh, Ramzi Al-Sharawi, Yogatheesan VaratharajahElectrocardiogram Foundation ModelsRepresentation Learning

    Computer Science & Engineering, University of Minnesota Twin Cities, Minneapolis, MN 55455. · Robotics, University of Minnesota Twin Cities, Minneapolis, MN 55455.

  13. P3CA: Encoder-Agnostic Interpretation of Vision Foundation Model Embeddings via Spatial Probing

    Aug 10, 2026Amoon Jamzad, Dilakshan Srikanthan, Faranak Akbarifar +2Visual EmbeddingsPrincipal Component Analysis

    School of Computing, Queen’s University, Kingston, Ontario, K7L 2N8, Canada

  14. LightAIR: Lightweight Action Inversion and Riemannian Rectification for Text-based Person Anomaly Search

    Aug 10, 2026Yulun Zhang, Zixu Li, Zhiwei Chen +6Pedestrian DetectionRe-Identification

    Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences Shenzhen, China · Shandong University Jinan, China

  15. SLAP: Selective Local Vision-Language Alignment for Fish Re-Identification via Partial Optimal Transport

    Aug 9, 2026Cigdem Beyan, Tonje Knutsen Sordalen, Kim Tallaksen HalvorsenRe-IdentificationVision-Language Alignment

    Department of Computer Science, University of Verona, 37134 Verona, Italy · Institute of Marine Research, Nye Flødevigveien 20, 4817 His, Norway · University of Agder, Centre for Coastal Research, 4604 Grimstad, Norway

  16. AnchorFold: A Focus-Then-Fold Framework via Recursive Attention Propagation for Efficient Multi-Vector Visual Document Retrieval

    Aug 9, 2026Haoyu Zuo, Yibo Yan, Xin Zou +4Visual Document RetrievalVisual Embeddings

    Hong Kong University of Science and Technology (Guangzhou) · Alibaba Cloud Computing · Hong Kong University of Science and Technology

  17. Topometric Autonomous Vehicle Localization by Combining Visual Embeddings and Feed-Forward 3D Models

    Aug 6, 2026Eulogio Quemada-Torres, Alberto Jaenal, Francisco-Angel Moreno +1Sequential Visual LocalizationIndoor Localization

    Machine Perception and Intelligent Robotics Group (MAPIR), Department of Systems Engineering and Automation, Malaga Institute for Mechatronics Engineering and Cyber-Physical Systems (IMECH.UMA), University of Malaga, Malaga, Spain · Robotics, Computer Vision and Artificial Intelligence Group (RoPeRT), Aragon Institute for Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain

  18. CORTIVA: Candidate-Score Fusion of Complementary Visual Teachers for EEG- and MEG-to-Image Retrieval

    Aug 2, 2026Junhan Wang, Kani ChenSmall-Sample Electroencephalogram DatasetsFunctional Magnetic Resonance Imaging

    The Hong Kong University of Science and Technology, Hong Kong SAR, China

  19. Asleep at the Wheel: JEPA's Limitations in Evaluating Novel Driving Data

    Aug 2, 2026Advait Pavuluri, Shamik Karkhanis, Uzma MushtaqueNaturalistic Driving DataVideo Joint Embedding Predictive Architecture

    Rensselaer Polytechnic Institute, Troy, NY, USA

  20. Artificial Intelligence for the Characterization of Particles and Fibers by Optical Microscopy

    Aug 1, 2026Simiao Sun, Kenneth Ng, Lynn Lee +6MicroscopyVisual Embeddings

    Department of Chemistry, University of Hong Kong, Hong Kong SAR · Museum Studies Program, University of Hong Kong, Hong Kong SAR · Department of History, City University, Hong Kong, Hong Kong SAR +3

  21. Explaining Image Similarity with Automatically Extracted Concept Activation Vectors

    Jul 30, 2026Isaac Roberts, Petra Bevandic, Alexander Schulz +1Similarity and MetricsVisual Embeddings

    Bielefeld University - Faculty of Technology · University of Zagreb - Faculty of Electrical Engineering and Computing

  22. Controlling Embedding Spaces with Text-Conditioned Transformations

    Jul 24, 2026Joseph Fioresi, Fabian Caba Heilbron, Pankaj Nathani +2Visual EmbeddingsLatent Space

    Institute of Artificial Intelligence, University of Central Florida, USA · ⋆Majority of work done as an intern at Adobe Research · Adobe Research, USA

  23. InfoDense: Density-Aware Regional Decisive Replay for Memory-Efficient Incremental Face Forgery Detection

    Jul 18, 2026Jikang Cheng, Hao Shen, Xueyi Zhang +4Face Forgery DetectionForgeries

    2Peking University · 1Huazhong Agricultural University · 3National University of Singapore +2

  24. CLIP-Guided Label-Free Discriminative Region Scoring for Fine-Grained Classification

    Jul 15, 2026Yujie ZhuHigh Confidence Pseudo-LabelsLabel-Free

    State University of New York at Buffalo

  25. A Good Initialization is All You Need for Faithful Visual Attribution

    Jul 7, 2026Zihan Gu, Jiayu Wang, Hua Zhang +1Visual Embeddings

    Institute of Information Engineering, Chinese Academy of Sciences · School of Cyber Security, University of Chinese Academy of Sciences

  26. Robust Zero-shot Anomaly Detection under Limited Auxiliary Anomaly Priors

    Jun 28, 2026Guanyu Lu, Fang Zhou, Cheqing JinMultimodal Anomaly DetectionLogical Anomalies

    East China Normal University, Shanghai, China

  27. Spatially Localized Image Degradation Embeddings for Image Quality Assessment

    Jun 28, 2026Krishna Srikar Durbha, Hassene Tmar, Ping-Hao Wu +2Query-Specific Degradation-Aware RepresentationImage Quality Assessment

    The University of Texas at Austin · Meta Platforms, Inc. · University of Colorado Boulder

  28. ModaFlow: Modality-Aware Flow Matching for High-Fidelity Virtual Try-On

    Jun 26, 2026Xiangyu Sai, Meysam Madadi, Sergio Escalera +1Virtual Try-OnConditional Flow Matching

    South China University of Technology, Guangzhou, China · Universitat de Barcelona, Barcelona, Spain · Computer Vision Center, Bellaterra, Spain +1

  29. Evaluating the Interpretability of Sparse Autoencoders with Concept Annotations

    Jun 23, 2026Jonas Klotz, Cassio F. Dantas, Pallavi Jain +2InterpretabilitySparse Supervision

    The Berlin Institute for the Foundations of Learning and Data (BIFOLD) · Technische Universität Berlin, Germany · INRAE +2

  30. Real-Time Multimodal Activity-Aware Error Detection in Robot-Assisted Surgery

    Jun 22, 2026Seyed Hamid Reza Roodabeh, Zongyu Li, Homa AlemzadehSurgical RobotsSurgery

    Electrical and Computer Engineering Department, School of Engineering and Applied Science, University of Virginia, Charlottesville, VA, United States of America

  31. LightSTAR: Efficient Visual Document Retrieval via Lightweight Selection with Vision-Adaptive Refinement

    Jun 22, 2026Tongkun Guan, Haocheng Wang, Wei Shen +1Visual Document RetrievalMultimodal Retrieval

    MoE Key Lab of Artificial Intelligence, AI Institute, School of Computer Science, Shanghai Jiao Tong University

  32. Fursee: Hybrid YOLO-DINOv3 Framework for Fursuit Identity Retrieval and Clustering

    Jun 22, 2026Jundi WuDinov3Visual Embeddings

    Shandong University Qingdao, China

  33. DE-FIVE: Detecting Malicious Image Prompts via Fourier Features and Image Vector Embeddings

    Jun 22, 2026Xingwei Zhong, Varun Sharma, Kar Wai Fok +1Visual EmbeddingsFourier

  34. LARE: Low-Attention Region Encoding for Text-Image Retrieval

    Jun 17, 2026Abdulmalik Alquwayfili, Faisal Almeshal, Jumanah Almajnouni +8Composed Image RetrievalFine-Grained Perception

    Saudi Data and Artificial Intelligence Authority (SDAIA), Riyadh, Saudi Arabia.

  35. Ghost Vectors: Soft-Deleted Embeddings Remain Reconstructible in HNSW Vector Databases

    Jun 16, 2026Chandranil Chakraborttii, Jackeline García Alvarado, Sitora Abdulofizova +1Vector DatabaseRetrieval-Augmented Generation Pipelines

    Trinity College, USA

  36. Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings

    Jun 13, 2026Shubhang Bhatnagar, Dheeraj Baiju, Narendra AhujaVisual EmbeddingsVision Encoders

    University of Illinois Urbana-Champaign

  37. MVEB: Massive Video Embedding Benchmark

    Jun 12, 2026Adnan El Assadi, Roman Solomatin, Isaac Chung +13Visual EmbeddingsMultimodal Benchmarks

    1Harvard University · 2SaluteDevices · 3MIRAI +11

  38. Vision Transformers for Face Recognition Need More Registers

    Jun 10, 2026Tahar Chettaoui, Guray Ozgur, Eduarda Caldeira +2Vision TransformerVisual Embeddings

    Fraunhofer Institute for Computer Graphics Research IGD, Germany · Department of Computer Science, TU Darmstadt, Germany

  39. TEVI: Text-Conditioned Editing of Visual Representations via Sparse Autoencoders for Improved Vision-Language Alignment

    Jun 5, 2026Sweta Mahajan, Sukrut Rao, Jiahao Xie +2Vision-Language AlignmentVisual Embeddings

    Max Planck Institute for Informatics, Saarland Informatics Campus, Saarbrücken, Germany · Department of Language Science and Technology, Saarland University, Saarbrücken, Germany

  40. LatentWave: JEPA Pretraining for Wireless Foundation Models

    Jun 4, 2026Ahmed Mohamed, Ahmed Aboulfotouh, Hatem Abou-ZeidWireless Foundation ModelsJoint-Embedding Predictive Architectures

    Department of Electrical and Software Engineering, University of Calgary, Canada

  41. Noise-Aware Visual Representation Learning for Medical Visual Question Answering

    Jun 4, 2026I Putu Adi Pratama, Bahadorreza Ofoghi, Atul Sajjanhar +1Medical Visual Question AnsweringVisual Embeddings

    Deakin University, 221 Burwood Highway, Burwood, Victoria 3125, Australia

  42. Spatial Blindness in Whole-Slide Multiple Instance Learning

    May 17, 2026Xiangyu Li, Ran SuWhole-Slide ImagesMultiple Instance Learning

    College of Intelligence and Computing Tianjin University Tianjin, China

  43. Rethinking the Good Enough Embedding for Easy Few-Shot Learning

    May 13, 2026Michael Karnes, Alper YilmazFew-Shot LearningVisual Embeddings

    The Ohio State University, Columbus, OH 43210, USA

  44. Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning

    May 13, 2026Hao Sun, Zi-Jun Ding, Da-Wei ZhouClass-Incremental LearningVisual Embeddings

    School of Artificial Intelligence, Nanjing University · State Key Laboratory for Novel Software Technology, Nanjing University

  45. PreFIQs: Face Image Quality Is What Survives Pruning

    May 13, 2026Jan Niklas Kolf, Guray Ozgur, Andrea Atzori +4Face Recognition ModelImage Quality Assessment

    FRAUNHOFER INSTITUTE FOR COMPUTER GRAPHICS RESEARCH IGD, GERMANY · TECHNICAL UNIVERSITY OF DARMSTADT, GERMANY · UNIVERSITY OF LJUBLJANA, SLOVENIA

  46. Learning to Align Generative Appearance Priors for Fine-grained Image Retrieval

    May 11, 2026Shijie Wang, Yadan Luo, Zijian Wang +2Fine-Grained PerceptionGeneralized Category Discovery

    The University of Queensland, Australia · The University of Adelaide, Australia

  47. Loom: Hybrid Retrieval-Scoring Outfit Recommendation with Semantic Material Compatibility and Occasion-Aware Embedding Priors

    May 11, 2026Anushree BerliaGarmentsVisual Embeddings

  48. ML-CLIPSim: Multi-Layer CLIP Similarity for Machine-Oriented Image Quality

    May 10, 2026Feng Ding, Haisheng Fu, Jie Liang +3Image Quality AssessmentLearned Image Compression

    Simon Fraser University · University of British Columbia · Eastern Institute of Technology +2

  49. Compressed Video Aggregator: Content-driven Module for Efficient Micro-Video Recommendation

    May 9, 2026Yang Xiao, Huiyuan Chen, Kaiyuan Deng +5Short Video BurstsVideo Compression

    University of Tulsa · Amazon · University of Arizona +1

  50. Beyond Bag-of-Patches: Learning Global Layout via Textual Supervision for Late-Interaction Visual Document Retrieval

    May 8, 2026Pascal Tilli, Mohsen MesgarVisual Document RetrievalVisual Embeddings

    University of Stuttgart, Stuttgart, Germany · Bosch Center for Artificial Intelligence, Renningen, Germany

  51. APEX: Assumption-free Projection-based Embedding eXamination Metric for Image Quality Assessment

    May 8, 2026Caterina Gallegati, Monica Bianchini, Franco Scarselli +2Image Quality AssessmentVisual Embeddings

    University of Siena, Italy · AI for Good (AIGO), Istituto Italiano di Tecnologia, Italy · University of Verona, Italy

  52. Look Beyond Saliency: Low-Attention Guided Dual Encoding for Video Semantic Search

    May 7, 2026Faisal Aljehrai, Mohammed A. Alkhrashi, Alreem Almuhrij +6Visual EmbeddingsSaliency

    Saudi Data And Artificial Intelligence Authority (SDAIA)

  53. When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models

    May 7, 2026Harshvardhan Saini, Samyak Jha, Yiming Tang +1Large Language Model HallucinationHallucination Mitigation

    Indian Institute of Technology Dhanbad · National University of Singapore

  54. Exploring Clustering Capability of Inpainting Model Embeddings for Pattern-based Individual Identification

    May 6, 2026Jens van Bijsterveld, Daniele Avitabile, Fons J. Verbeek +1Visual EmbeddingsMorphogenesis

    Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands · Naturalis Biodiversity Center, Leiden, The Netherlands · 1Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands +2

  55. Intermediate Representations are Strong AI-Generated Image Detectors

    May 5, 2026Zhenhan Huang, Pin-Yu Chen, Tejaswini Pedapati +1Ai-Generated Image DetectionUnsupervised Detection

    Department of Computer Science · Rensselaer Polytechnic Institute · Troy +2

  56. Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs

    May 1, 2026Siyuan Huang, Xiaoye Qu, Yafu Li +6Recent Vision-Language ModelsVisual Memory

    Shanghai AI Laboratory · Shanghai Jiao Tong University · The Chinese University of Hong Kong +3

  57. Faithful Extreme Image Rescaling with Learnable Reversible Transformation and Semantic Priors

    May 1, 2026Hao Wei, Yanhui Zhou, Chenyang Ge +2Image RestorationResidual Conditional Diffusion Model

    State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University · School of Information and Communications Engineering, Xi’an Jiaotong University · Department of Computer Science and Software Engineering, The University of Western Australia

  58. Generalizable Sparse-View 3D Reconstruction from Unconstrained Images

    Apr 30, 2026Vinayak Gupta, Chih-Hao Lin, Shenlong Wang +23D ReconstructionSparse-View

    University of Maryland, College Park · University of Illinois Urbana-Champaign · Johns Hopkins University

  59. Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

    Apr 27, 2026Zhiheng Liu, Weiming Ren, Xiaoke Huang +12Multimodal UnderstandingMultimodal Model

    Meta AI · University of Waterloo · The University of Hong Kong

  60. ID-Eraser: Proactive Defense Against Face Swapping via Identity Perturbation

    Apr 23, 2026Junyan Luo, Peipeng Yu, Jianwei Fei +4Deepfake DetectionModel-Agnostic Defense

    Jinan University Guangzhou, China · University of Florence Florence, Italy · Dongguan University of Technology Dongguan, China