Vision Transformer

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16 papers in the last 28 days · 0.3% of indexed attention

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Period ending 2026-09-21

5 new papers

A weekly snapshot of new work published in Vision Transformer.

Period ending 2026-09-14

4 new papers

A weekly snapshot of new work published in Vision Transformer.

Period ending 2026-09-07

7 new papers

A weekly snapshot of new work published in Vision Transformer.

231 papers

Latest in Vision Transformer

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  1. Sparsity as a Key: Unlocking New Insights from Latent Structures for Out-of-Distribution Detection

    Apr 29, 2026Ahyoung Oh, Wonseok Shin, Songkuk KimOut-Of-Distribution DetectionImproving Sparse Autoencoders

  2. Privacy-Preserving Clothing Classification using Vision Transformer for Thermal Comfort Estimation

    Apr 29, 2026Tatsuya Chuman, Yousuke Udagawa, Hitoshi KiyaImage ClassificationVision Transformer

  3. QFlash: Bridging Quantization and Memory Efficiency in Vision Transformer Attention

    Apr 28, 2026Sehyeon Oh, Yongin Kwon, Jemin LeeQuadratic AttentionQuantization

  4. From Edges to Depth: Probing the Spatial Hierarchy in Vision Transformers

    Apr 25, 2026Jainum SanghaviSelf-Supervised Vision TransformersVision Transformer

  5. BSViT: A Burst Spiking Vision Transformer for Expressive and Efficient Visual Representation Learning

    Apr 25, 2026Hongxiang Peng, Dewei Bai, Hong QuSelf-Supervised Vision TransformersBinary Spikes

  6. CNN-ViT Fusion with Adaptive Attention Gate for Brain Tumor MRI Classification: A Hybrid Deep Learning Model

    Apr 25, 2026Syed Ibad Hasnain, Muhammad Faris, Hafiza Syeda Yusra Tirmizi +2Brain Tumor ClassificationHybrid Transformer

  7. Distilling Vision Transformers for Distortion-Robust Representation Learning

    Apr 24, 2026Konstantinos Alexis, Giorgos Giannopoulos, Dimitrios GunopulosSelf-Supervised Vision TransformersSelf-Supervised Representations

  8. an interpretable vision transformer framework for automated brain tumor classification

    Apr 23, 2026Chinedu Emmanuel Mbonu, Tochukwu Sunday Belonwu, Okwuchukwu Ejike Chukwuogo +1Brain Tumor ClassificationSelf-Supervised Vision Transformers

  9. MLG-Stereo: ViT Based Stereo Matching with Multi-Stage Local-Global Enhancement

    Apr 22, 2026Haoyu Zhang, Jingyi Zhou, Peng Ye +4Stereo MatchingStereo Vision

  10. Where to Bind Matters: Hebbian Fast Weights in Vision Transformers for Few-Shot Character Recognition

    Apr 22, 2026Gavin Money, Sindhuja Penchala, Jiacheng Li +1Vision TransformerPlasticity

  11. PASTA: A Patch-Agnostic Twofold-Stealthy Backdoor Attack on Vision Transformers

    Apr 21, 2026Dazhuang Liu, Yanqi Qiao, Rui Wang +2Vision TransformerBackdoor Attacks

  12. Cognitive Alignment At No Cost: Inducing Human Attention Biases For Interpretable Vision Transformers

    Apr 21, 2026Ethan KnightsSelf-Supervised Vision TransformersVision Transformer

  13. Benign Overfitting in Adversarial Training for Vision Transformers

    Apr 21, 2026Jiaming Zhang, Meng Ding, Shaopeng Fu +2Self-Supervised Vision TransformersAdversarial Training

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

    Apr 21, 2026Guray Ozgur, Tahar Chettaoui, Eduarda Caldeira +4Self-Supervised Vision TransformersImage Quality Assessment

  15. ATTN-FIQA: Interpretable Attention-based Face Image Quality Assessment with Vision Transformers

    Apr 21, 2026Guray Ozgur, Tahar Chettaoui, Eduarda Caldeira +5Image Quality AssessmentFacial Recognition

  16. Attend what matters: Leveraging vision foundational models for breast cancer classification using mammograms

    Apr 21, 2026Samyak Sanghvi, Piyush Miglani, Sarvesh Shashikumar +3MammographyMedical Imaging

  17. ConvVitMamba: Efficient Multiscale Convolution, Transformer, and Mamba-Based Sequence modelling for Hyperspectral Image Classification

    Apr 20, 2026Mohammed Q. AlkhatibHyperspectral Image ClassificationVision Transformer

  18. A Controlled Benchmark of Visual State-Space Backbones with Domain-Shift and Boundary Analysis for Remote-Sensing Segmentation

    Apr 20, 2026Nichula Wasalathilaka, Dineth Perera, Oshadha Samarakoon +4Dense Semantic SegmentationState Space Models

  19. Advancing Vision Transformer with Enhanced Spatial Priors

    Apr 20, 2026Qihang Fan, Huaibo Huang, Mingrui Chen +2Self-Supervised Vision TransformersVision Transformer

  20. Decision-Aware Attention Propagation for Vision Transformer Explainability

    Apr 20, 2026Sehyeong Jo, Gangjae Jang, Haesol ParkVision TransformerTransformer Attention

  21. PlankFormer: Robust Plankton Instance Segmentation via MAE-Pretrained Vision Transformers and Pseudo Community Image Generation

    Apr 20, 2026Masaharu Miyazaki, Yurie Otake, Koichi Ito +3In-Situ Plankton ClassifiersSelf-Supervised Vision Transformers

  22. Towards Generalizable Deepfake Image Detection with Vision Transformers

    Apr 19, 2026Kaliki V Srinanda, M Manvith Prabhu, Hemanth K Mogilipalem +4Explainable Deepfake DetectionSelf-Supervised Vision Transformers

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

    Apr 18, 2026Haibin JiaoVision TransformerSelf-Supervised Vision Transformers

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

    Apr 18, 2026Qiaoyue Tang, Sepidehsadat Hosseini, Mengyao Zhai +2Self-Supervised Vision TransformersVision Transformer

  25. Frozen Vision Transformers for Dense Prediction on Small Datasets: A Case Study in Arrow Localization

    Apr 18, 2026Maxwell ShepherdDense PredictionFrozen Vision-Language Models

  26. TriTS: Time Series Forecasting from a Multimodal Perspective

    Apr 17, 2026Xiang AoMultivariate Time Series ForecastingDiscrete Wavelet Transform

  27. Why Training-Free Token Reduction Collapses: The Inherent Instability of Pairwise Scoring Signals

    Apr 17, 2026Yang ShanglinVision TransformerImagenet

  28. Classification of systolic murmurs in heart sounds using multiresolution complex Gabor dictionary and vision transformer

    Apr 17, 2026Mahmoud Fakhry, Abeer FathAllah BreryCongenital Heart DiseaseTime-Frequency

  29. Dispatch-Aware Ragged Attention for Pruned Vision Transformers

    Apr 16, 2026Seifeldin Abdellatif, Ahmad AlmasriVisual Token PruningSelf-Supervised Vision Transformers

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

    Apr 16, 2026Jinlin You, Muyu Li, Xudong ZhaoRgbtMulti-Object Tracking

  31. Using Deep Learning Models Pretrained by Self-Supervised Learning for Protein Localization

    Apr 13, 2026Ben Isselmann, Dilara Göksu, Heinz Neumann +1MicroscopySelf-Supervised

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

    Apr 9, 2026Mingqing Xiao, Yansen Wang, Dongqi Han +2Vision TransformerOscillatory Dynamics

  33. Steerable Visual Representations

    Apr 2, 2026Jona Ruthardt, Manu Gaur, Deva Ramanan +2Visual RepresentationsVision Encoders

  34. HiAP: A Multi-Granular Stochastic Auto-Pruning Framework for Vision Transformers

    Mar 12, 2026Andy Li, Aiden Durrant, Milan Markovic +1Self-Supervised Vision TransformersVision Transformer

  35. StructSAM: Structure- and Spectrum-Preserving Token Merging for Segment Anything Models

    Mar 7, 2026Duy M. H. Nguyen, Tuan A. Tran, Duong Nguyen +17Segment Anything ModelProgressive Attention Fusion

  36. Teacher-Guided Causal Interventions for Image Denoising: Orthogonal Content-Noise Disentanglement in Vision Transformers

    Mar 1, 2026Kuai Jiang, Zhaoyan Ding, Guijuan Zhang +2Image DenoisingSelf-Supervised Vision Transformers

  37. Attentive multilayer fusion for vision transformers

    Jan 14, 2026Laure Ciernik, Marco Morik, Lukas Thede +4Self-Supervised Vision TransformersVision Transformer

  38. CLIMP: Contrastive Language-Image Mamba Pretraining

    Jan 11, 2026Nimrod Shabtay, Itamar Zimerman, Eli Schwartz +1Vision TransformerCross-Modal Learning

  39. The Inductive Bottleneck: Data-Driven Emergence of Representational Sparsity in Vision Transformers

    Dec 8, 2025Kanishk AwadhiyaVision TransformerImagenet

  40. Enhancing Adversarial Transferability through Block Stretch and Shrink

    Nov 21, 2025Quan Liu, Feng Ye, Chenhao Lu +4Adversarial TransferabilityTransformation-Based Attacks

  41. Unifying Convolution and Attention via Convolutional Nearest Neighbors

    Nov 18, 2025Mingi Kang, Jeová Farias Sales Rocha NetoConvolutional Neural NetworksConvolutional

  42. BALF: Budgeted Activation-Aware Low-Rank Factorization for Fine-Tuning-Free Model Compression

    Sep 29, 2025David González-MartínezLow-Rank FactorizationSparse Expert Activation

  43. Look, Focus, Act: Efficient and Robust Robot Learning via Human Gaze and Foveated Vision Transformers

    Jul 21, 2025Ian Chuang, Jinyu Zou, Andrew Lee +2Robotic PerceptionGaze Target Estimation

  44. Post-Disaster Affected Area Segmentation with a Vision Transformer (ViT)-based EVAP Model using Sentinel-2 and Formosat-5 Imagery

    Jul 21, 2025Yi-Shan Chu, Hsuan-Cheng WeiRemote Sensing Image SegmentationSelf-Supervised Vision Transformers

  45. Enhancing Self-Supervised Visual Representation Learning via Low-Rank Adapted LLMs

    Jul 1, 2025Selim Kuzucu, Muhammad Ferjad Naeem, Anna Kukleva +2Vision-Language Model AdaptationVision Transformer

  46. TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree

    Jun 12, 2025Yu-Yang Qian, Yuan-Ze Xu, Zhen-Yu Zhang +2Efficient Continual LearningLow-Rank Adaptation

  47. Quick ViTs: Speeding up Vision Transformers through Equivariance

    May 21, 2025David Nordström, Johan Edstedt, Fredrik Kahl +1Self-Supervised Vision TransformersVision Transformer

  48. PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological Images

    Date pendingYang Luo, Shiru Wang, Jun Liu +7Computational PathologyFeature Extraction

  49. Joint Architecture-Token-Bitwidth Multi-Axis Optimization of Vision Transformers for Semiconductor IC Packaging

    Date pendingPhat Nguyen, Xue Geng, Kaixin Xu +3Vision TransformerSparse Deep Neural Network Accelerators

  50. UniTAC: Universal Task-Aware Compression via Weighted Distortion Measures

    Date pendingHoma Esfahanizadeh, Matin Mortaheb, Adeel Mahmood +2Generative Image CompressionContext Compression

  51. MCSeg: Pre-training and Fine-tuning Volumetric Pyramid Transformer for Multi-modal Cardiac Image Segmentation

    Date pendingZhiyu Ye, Hairong Zheng, Tong ZhangWhole-Heart SegmentationComputed Tomography Dataset