Vision Transformer

Also known as ViT

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Latest papers 351

50 papers in the last four weeks, up 39% on the four weeks before. 0.3% of all new papers.

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  1. RF-HiT: Rectified Flow Hierarchical Transformer for General Medical Image Segmentation

    Apr 21, 2026Ahmed Marouane Djouamaa, Abir Belaala, Abdellah Zakaria Sellam +3Image SegmentationVision Transformer

    Dept. of Computer Science, Mohamed Khider University, Biskra, Algeria · Inst. of Applied Sciences and Intelligent Systems, National Research Council of Italy, 73100 Lecce, Italy · Dept. of Computer Science and AI, University of the Basque Country, UPV/EHU, San Sebastian, Spain +1

  2. EX-FIQA: Leveraging Intermediate Early eXit Representations from Vision Transformers for Face Image Quality Assessment

    Apr 21, 2026Guray Ozgur, Tahar Chettaoui, Eduarda Caldeira +4Efficient Transformer InferenceEfficient Inference

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

  3. Advancing Vision Transformer with Enhanced Spatial Priors

    Apr 20, 2026Qihang Fan, Huaibo Huang, Mingrui Chen +2Vision TransformerTransformer Attention

    MAIS & NLPR, Institude of Automation, Chinese Academic of Science, Beijing 100190, China · School of Artificial Intelligence, University of Science and Technology Beijing, Beijing 100083, China

  4. Decision-Aware Attention Propagation for Vision Transformer Explainability

    Apr 20, 2026Sehyeong Jo, Gangjae Jang, Haesol ParkTransformer InterpretabilityVision Transformer

    Aarhus University · University of Colorado Boulder · KIST

  5. MEDN: Motion-Emotion Feature Decoupling Network for Micro-Expression Recognition

    Apr 20, 2026Chenxing Hu, Kun Xie, Qiguang Miao +3Disentangled Representation LearningVision Transformer

    School of Computer Science and Technology, Xidian University, Xi’an, Shaanxi 710071, China · Xi’an Key Laboratory of Big Data and Intelligent Vision, Xi’an, Shaanxi 710071, China · Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi’an 710071, China +1

  6. Hierarchical Vision Transformer Enhanced by Graph Convolutional Network for Image Classification

    Apr 18, 2026Haibin JiaoVision TransformerHierarchical Representation Learning

    Independent Researcher

  7. FairNVT: Improving Fairness via Noise Injection in Vision Transformers

    Apr 18, 2026Qiaoyue Tang, Sepidehsadat Hosseini, Mengyao Zhai +2Representation LearningDebiased ML

    University of British Columbia · RBC Borealis · Simon Fraser University

  8. Improved Multiscale Structural Mapping with Supervertex Vision Transformer for the Detection of Alzheimer's Disease Neurodegeneration

    Apr 16, 2026Geonwoo Baek, David H. Salat, Ikbeom JangAlzheimer's DiseaseVision Transformer

    Department of Computer Science & Engineering, Hankuk University of Foreign Studies, Seoul, Republic of Korea · Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, USA · Department of Radiology, Harvard Medical School, Boston, MA, USA +1

  9. FreqTrack: Frequency Learning based Vision Transformer for RGB-Event Object Tracking

    Apr 16, 2026Jinlin You, Muyu Li, Xudong ZhaoVision TransformerFrequency-Domain Feature Learning

    Dalian University of Technology

  10. Seeing Through Circuits: Faithful Mechanistic Interpretability for Vision Transformers

    Apr 15, 2026Nina Żukowska, Wolfgang Stammer, Bernt Schiele +1Transformer InterpretabilityMechanistic Interpretability

    Max Planck Institute for Informatics, Saarland Informatics Campus, Saarbrücken, Germany

  11. Zero-Ablation Overstates Register Content Dependence in DINO Vision Transformers

    Apr 15, 2026Felipe Parodi, Jordan Matelsky, Melanie SegadoVision TransformerNeural Network Interpretability

    University of Pennsylvania · Johns Hopkins Applied Physics Laboratory

  12. Artificial intelligence application in lymphoma diagnosis with Vision Transformer using weakly supervised training

    Apr 15, 2026Nghia, Nguyen, Amer Wahed +9Histopathology Image ClassificationOncology

    Andy · Department of Pathology and Laboratory Medicine, The University of Texas McGovern Medical School, Houston, Texas · Department of Hematopathology, The University of Texas MD Anderson Cancer, Houston, Texas

  13. Can Cross-Layer Transcoders Replace Vision Transformer Activations? An Interpretable Perspective on Vision

    Apr 14, 2026Gerasimos Chatzoudis, Konstantinos D. Polyzos, Zhuowei Li +4Transformer InterpretabilityVision Transformer

    Rutgers University · University of California San Diego

  14. Efficient Adversarial Training via Criticality-Aware Fine-Tuning

    Apr 14, 2026Wenyun Li, Zheng Zhang, Dongmei Jiang +2Adversarial TrainingAdversarial Robustness

    Harbin Institute of Technology, Shenzhen · Pengcheng Laboratory · Pazhou Laboratory (Huangpu)

  15. Saccade Attention Networks: Using Transfer Learning of Attention to Reduce Network Sizes

    Apr 13, 2026Marc EstafanousEfficient ViTsNeural Network Compression

    Johns Hopkins University · Neurobaby Corporation

  16. LogitDynamics: Reliable ViT Error Detection from Layerwise Logit Trajectories

    Apr 12, 2026Ido Beigelman, Moti FreimanVision TransformerImage Classification

    Technion - Israel Institute of Technology, Israel

  17. I Walk the Line: Examining the Role of Gestalt Continuity in Object Binding for Vision Transformers

    Apr 10, 2026Alexa R. Tartaglini, Michael A. LeporiVision TransformerVisual Representation Learning

    Stanford University · Brown University

  18. DSVTLA: Deep Swin Vision Transformer-Based Transfer Learning Architecture for Multi-Type Cancer Histopathological Cancer Image Classification

    Apr 10, 2026Muazzem Hussain Khan, Tasdid Hasnain, Md. Jamil khan +4Histopathology Image ClassificationHybrid CNN-Transformer Architectures

    Department of Computer Science and Engineering, Metropolitan University, Sylhet-3104 · Department of Statistics, Pabna University of Science and Technology, Pabna-6600, Bangladesh · Department of Computer Science and Engineering, Rajshahi University of Engineering and Technology, Rajshahi-6204, Bangladesh +1

  19. Benchmarking CNN- and Transformer-Based Models for Surgical Instrument Segmentation in Robotic-Assisted Surgery

    Apr 10, 2026Sara AmeliMedical Image SegmentationSemantic Segmentation

  20. MedFormer-UR: Uncertainty-Routed Transformer for Medical Image Classification

    Apr 10, 2026Mohammed Maaz Sibhai, Abedalrhman Alkhateeb, Saad B. AhmedMedical Image ClassificationVision Transformer

    [1] Department of Computer Science, Lakehead University

  21. OVS-DINO: Open-Vocabulary Segmentation via Structure-Aligned SAM-DINO with Language Guidance

    Apr 9, 2026Haoxi Zeng, Qiankun Liu, Yi Bin +5Open-Vocabulary Semantic SegmentationBoundary-Aware Segmentation

    Tongji University Shanghai, China · Hong Kong Polytechnic University Hong Kong, China · University of Electronic Science and Technology of China Chengdu, China +1

  22. Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings

    Apr 9, 2026Yunxiang Peng, Mengmeng Ma, Ziyu Yao +1OOD GeneralizationVision Transformer

    University of Delaware · George Mason University

  23. Kuramoto Oscillatory Phase Encoding: Neuro-inspired Synchronization for Improved Learning Efficiency

    Apr 9, 2026Mingqing Xiao, Yansen Wang, Dongqi Han +2Oscillatory Neural NetworksVision Transformer

    Microsoft Research Asia

  24. TC-AE: Unlocking Token Capacity for Deep Compression Autoencoders

    Apr 8, 2026Teng Li, Ziyuan Huang, Cong Chen +5AutoencodersVisual Token Compression

    Inclusion AI, Ant Group · HKUST · ZJU +2

  25. Orthogonal Quadratic Complements for Vision Transformer Feed-Forward Networks

    Apr 8, 2026Wang ZixianTransformer FFNsVision Transformer

    China Mobile Communications Group Shandong Co., Ltd.

  26. Extending ZACH-ViT to Robust Medical Imaging: Corruption and Adversarial Stress Testing in Low-Data Regimes

    Apr 7, 2026Athanasios Angelakis, Marta Gomez-BarreroVision TransformerMedical Image Classification

    BioML Lab, RI CODE, UniBw, Munich, Germany · AUMC, Amsterdam, Netherlands

  27. Gated-SwinRMT: Unifying Swin Windowed Attention with Retentive Manhattan Decay via Input-Dependent Gating

    Apr 7, 2026Dipan Maity, Suman Mondal, Arindam RoyVision TransformerGated Attention

    Student Kolkata, West Bengal, India · Department of Computer Science Yogoda Satsanga Palpara Mahavidyalaya West Bengal, India · Department of Computer Science & Application Prabhat Kumar College Contai West Bengal, India

  28. MPM: Mutual Pair Merging for Efficient Vision Transformers

    Apr 7, 2026Simon Ravé, Pejman Rasti, David RousseauVisual Token MergingEfficient ViTs

    LARIS University of Angers Angers, France · UMR INRAe-IRHS Angers, France

  29. HyperCT: Low-Rank Hypernet for Unified Chest CT Analysis

    Apr 3, 2026Fengbei Liu, Sunwoo Kwak, Hao Phung +6Multi-Task LearningHypernetworks

    Cornell Tech and Cornell University · Columbia University Irving Medical Center · Weill Cornell Medicine

  30. A Data-Centric Vision Transformer Baseline for SAR Sea Ice Classification

    Apr 3, 2026David Mike-Ewewie, Panhapiseth Lim, Priyanka KumarRemote SensingVision Transformer

    Department of Computer Science, The University of Texas Permian Basin, Odessa, Texas, USA