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

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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

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  1. A Smaller Transformer in Your Transformer

    Sep 17, 2026Dhananjay Tomar, Marius Aasan, Andreas Kleppe +1Vision TransformerTransformer Architectures

  2. Riemannian--Lorentz Fusion of Vision Transformers and State-Space Models

    Sep 16, 2026Badri N. Patro, Vijay S. AgneeswaranSelf-Supervised Vision TransformersVision Transformer

  3. ResLRP: The Role of Residual Cancellation in Attribution Instability in Vision Transformers

    Sep 15, 2026Jim Berend, Reduan Achtibat, Daniel Schäffer +4Vision TransformerResidual Learning

  4. SCDM: Spatial-Contextual Disentanglement Mamba via Differential Inference for Efficient Image Classification

    Sep 14, 2026Mustafa Bora Çelik, Hayriye Aktaş Dinçer, Ayse KelesMedical Image ClassificationImage Classification

  5. When Ground-Truth Fidelity Matters: An Orchestrated UAS Framework for Wheat Streak Mosaic Virus Detection Using Vision Transformers and Machine Learning

    Sep 14, 2026Dewi Endah Kharismawati, Sandeep Dhakal, Courtney E. McCusker +3Tomato DiseasesCrop

  6. HiPerViT: A Hierarchical Perceiver-Vision Transformer Architecture for Multi-Scale Texture Recognition

    Sep 11, 2026João Pedro C. A. de Sá, Odemir Martinez BrunoSelf-Supervised Vision TransformersVision Transformer

  7. Meta-Learning for Data-Efficient Plant Growth Estimation via Vision Transformers and Fuzzy Clustering

    Sep 9, 2026Sheikh Hasan Elahi, Rusith Chamara Hathurusinghe Dewage, Habib Ullah +3Apple Tree Leaf Disease Segmentation DatasetFew-Shot Learning

  8. "World Knowledge" in the Weights: Reading Concept Circuits of Vision Transformers

    Sep 8, 2026Yanlin Chen, Tang Li, Xi PengVision TransformerVisual Context

  9. Mind the Approximation: Fisher-Weighted SVD Compression for ViTs

    Sep 7, 2026Moritz Thoma, Maximilian Groezinger, Maximilian Forstenhäusler +7Vision TransformerLarge Language Model Compression

  10. ProgResViT: Progressive Resolution and Width for Adaptive Vision Transformers

    Sep 2, 2026Ali Hojjat, Janek Haberer, Olaf LandsiedelSelf-Supervised Vision TransformersVision Transformer

  11. CoViT: Instance-Correspondence Contrastive Learning for Vision Transformer

    Sep 1, 2026Yisen Wang, Zhirong Wu, Limin WangSelf-Supervised Vision TransformersVision Transformer

  12. HiLRP: Toward One Trustworthy Explanation for Vision Transformer: Conservation-Valid Attribution via Attention Primitives

    Sep 1, 2026Sathiyamohan Nishankar, Pubudu Sanjeewani, Asanka Perera +1Vision Transformer

  13. Position Matters: Feature Inversion Attacks in ViT Split Inference with Token Reduction and Shuffling

    Sep 1, 2026Stefano Leggio, Giulio Rossolini, Alessandro BiondiVision TransformerTraining-Free Inference Framework

  14. Where Should Experience Live? Hierarchical Hebbian Memory for Continual Vision Transformers

    Aug 31, 2026Mohammed Yusuf Mujawar, Noorbakhsh Amiri GolilarzSelf-Supervised Vision TransformersVisual Memory

  15. Co-Annotator: Expert-Distilled ViT and VLM for Visual and Documentation Guidance in Age-Related Macular Degeneration

    Aug 31, 2026Ziheng "Leo" Li, Benjamin Freeman, Akshay Raman +5OphthalmologyMultimodal Clinical Data

  16. Successive Capacity Growth: Task-Complexity-Driven Width and Depth Expansion for Vision Transformer Encoders in JEPA World Models

    Aug 27, 2026Frederik BerenzJoint-Embedding Predictive ArchitecturesVision Encoders

  17. MergeOver: Post-Training Token Merging for Recursive Vision Transformers

    Aug 13, 2026Junseo Kim, Uraz Odyurt, Amirreza YousefzadehSelf-Supervised Vision TransformersVision Transformer

  18. A Generative Approach for Improving Multi-Label Defect Classification in Photovoltaic Modules

    Aug 13, 2026Abdul Mueez, Yogesh S. Rawat, Shruti VyasScalable Defect DetectionPhotovoltaic

  19. Domain-Aware Lightweight Spectral-Grouped Convolutions for Hyperspectral Fish Freshness Classification

    Aug 12, 2026Kazi Nabiul Alam, Pooneh Bagheri Zadeh, Akbar Sheikh-AkbariHyperspectral Image ClassificationHyperspectral Imaging

  20. A Hybrid Framework of Vision Transformer and Gated Recurrent Unit for Detection of Mosquito Diseases

    Aug 12, 2026Danial Sharifrazi, Saadat Behzadi, Nouman Javed +3MalariaGated Recurrent Unit

  21. Putting Registers to Work: Task Registers for Token Pruning in Vision Transformers

    Aug 11, 2026Hongsen Cao, Mona Jaber, Shanxin Yuan +1Visual Token PruningSelf-Supervised Vision Transformers

  22. Grid-Preserving Knowledge Distillation: Transferring Convolutional Inductive Bias to Vision Transformers under Data Scarcity

    Aug 11, 2026Junyong Choi, Cheolhyeon Park, Jaehoon ChoVision TransformerKnowledge Distillation

  23. DINO-A: Adapting Self-Distillation Vision Transformers to General Audio Representation Learning

    Aug 11, 2026Tomasz Radzikowski, Mateusz Modrzejewski, Przemysław RokitaAudio LatentDino

  24. Rethinking Data Efficiency in Industrial Dense Prediction: Pretraining Coherence, Not Inductive Bias, Determines ViTs Low-Data Advantage

    Aug 11, 2026Haoran Sui, Yaoyuan JiaVision TransformerModel Pretraining

  25. Gradient Under Microscope: Benchmarking Resource Utilization of Memory-Efficient Gradient Computation Methods

    Aug 9, 2026Sarthak Mahapatra, Zihan Zhou, Khatoon Khedri +2Graphics Processing Unit MemorySingle Graphics Processing Unit

  26. Visual Token Codec: Unleashing Spatial Redundancy for ViT Feature Coding

    Aug 9, 2026Donghui Feng, Fengxi Zhang, Changsheng Gao +6Token CompressionVision Transformer

  27. Circuit Fine-Tuning for Compute-Efficient Transformer Adaptation

    Aug 8, 2026Uri Z. Kialy, Gil Ben-ArtziParameter-Efficient Fine-TuningSelf-Supervised Vision Transformers

  28. HSMLA: Hierarchical Softmax Multi-scale Linear Attention for Efficient Vision Transformers

    Aug 7, 2026Dong Liu, Yanxuan Yu, Renata Borovica-Gajic +2Self-Supervised Vision TransformersVision Transformer

  29. IRIS: A Visual Cortex-Inspired Framework for Analyzing Orientation Selectivity in Vision Transformers

    Aug 5, 2026Vaishnavi B Mohan, Vijayakrishna Naganoor, Yashas Annadani +1Vision TransformerVisual Perception

  30. Grad-CAM for Vision Transformers: A Systematic Taxonomy and Audit of Methodological Ambiguity in Explainable AI

    Aug 5, 2026Casey Wall, Longwei Wang, Rodrigue Rizk +1Vision TransformerAttention-Guided Transunet

  31. Training Crossroads for Recurrent Vision Transformers: Recurrence, Neural ODEs, and Deep Supervision

    Aug 5, 2026Grzegorz Gruszczynski, Pawel Olszowiec, Michal Byra +2Self-Supervised Vision TransformersVision Transformer

  32. MOAT: Model-Agnostic Randomized Transformations for preventing Efficiency Degradation Attacks on ViTs

    Aug 5, 2026Anadi Goyal, Nandish Chattopadhyay, Chandan Karfa +2Self-Supervised Vision TransformersVision Transformer

  33. A Survey of Adversarial Efficiency Degradation for Vision Transformer by Exploiting Input-adaptive Optimization

    Aug 5, 2026Anadi Goyal, Nandish Chattopadhyay, Anupam Chattopadhyay +1Vision TransformerVisual Token Pruning

  34. Season: Spectrum-Aware Orthogonal Gradient Refinement for Transfer-Based Adversarial Attacks

    Aug 5, 2026Tianyi Wang, Zhenghao Gao, Shengjie XuAdversarial ExamplesVision Transformer

  35. PADFormer: Pose-agnostic Anomaly Detection from Sparse View Images

    Aug 4, 2026Ruiqi Wang, Yiming Qian, Fenggen Yu +4Anomaly DetectionMulti-View

  36. ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMs

    Aug 4, 2026Yang Yang, Qinyu Zhao, Mouxiang Chen +5Large Vision Language ModelsVision Transformer

  37. Does Explainability Transfer? A Controlled Benchmark of Attribution Methods on Vision Transformers and CNNs

    Aug 3, 2026Sathiyamohan Nishankar, Nethmi Pathirana, Pubudu Sanjeewani +2Self-Supervised Vision TransformersVision Transformer

  38. Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory

    Aug 3, 2026Kaustubh Kapil, Kishor P. UplaSemantic-Geometric RepresentationsVision Transformer

  39. CheckOne: Lightweight Fault Detection and Mitigation for Vision Transformers

    Aug 3, 2026Mohammad Hasan Ahmadilivani, Sven-Markus Loorits, Jaan RaikSelf-Supervised Vision TransformersVision Transformer

  40. EulerLoRA: Rank-Driven Jump Dynamics for Calibrated Parameter-Efficient Fine-Tuning

    Aug 2, 2026Srinivas Anumasa, Dianbo LiuLow-Rank AdaptationLow-Rank Adaptation Adapters

  41. Interpretability-Guided Soft Pruning of Attention Heads in Vision Transformers

    Jul 31, 2026Kamil Książek, Piotr Suszyński, Michał Jan Włodarczyk +2Self-Supervised Vision TransformersVision Transformer

  42. RayViT: Ray-Conditioned Visual Representations for Viewpoint-Robust Imitation Learning

    Jul 31, 2026Qian Wang, Longrui Chen, Peiran Sun +8Robotic PerceptionFeed-Forward Visual Geometry Estimation

  43. MixFrag: Fragility-Guided Mixed-Precision Post-Training Quantization for Vision Transformers

    Jul 30, 2026Md. Mehrab Hossain Opi, Robiul Islam Ryad, Md. Umar FarukMixed-Precision QuantizationSelf-Supervised Vision Transformers

  44. Finding Change in Satellite Archives from Text: How to Combine Before-and-After Images Efficiently

    Jul 30, 2026Simon Roy, Mark Bong, Giovanni BeltrameSatellite ImagerySatellite Data

  45. BladeYOLO: Wind Turbine Blade Defect Detection with Limited Annotations and Weak-Saliency Awareness

    Jul 30, 2026Yabin Xu, Fangtao Zhang, Fan Wang +5Scalable Defect DetectionVision Transformer

  46. DuoAD: Leveraging [CLS] Dual Characteristics for Training-Free Few-Shot Anomaly Detection

    Jul 27, 2026Jyun-Ze Tang, Po-Han Huang, Ming-Ching Chang +2Anomaly DetectionVision Transformer

  47. Patch Policy: Efficient Embodied Control via Dense Visual Representations

    Jul 20, 2026Gaoyue Zhou, Zichen Jeff Cui, Ada Langford +3Robot PoliciesVision Transformer

  48. Early Yield Prediction for Sugar Beet Fields using Satellite Data -- Learnings from Specialized Vision Transformers

    Jul 20, 2026Philipp Vaeth, Bhumika Laxman Sadbhave, Denise Dejon +2Agricultural LandscapesSentinel-2

  49. BMFA: Boundary-Minority Free-Energy Adaptive Screening

    Jul 20, 2026Wenyan Xu, Alizer WongBoundary-AwareVision Transformer

  50. Opto-ViT-v2: Noise-Resilient On-Chip Fine-Tuning for Photonic Near-Sensor Vision Transformer Accelerators

    Jul 20, 2026Xuming Chen, Deniz Najafi, Mehrdad Morsali +5Self-Supervised Vision TransformersVision Transformer

  51. Feature-Guided Diffusion for Non-Differentiable Inverse Rendering

    Jul 19, 2026Andrei-Timotei Ardelean, Michael Fischer, Tim Weyrich +1Reward-Guided DiffusionInverse Rendering

  52. Are All Tokens Necessary for Visual Place Recognition? An Empirical Study of Token Reduction for Efficient Inference

    Jul 17, 2026Tong Jin, Yunpeng Liu, Shuyu Hu +4Visual Place RecognitionVisual Tokens

  53. Screening Is Effective for Visual Recognition

    Jul 15, 2026Shunya Shimomura, Kazuhiro HottaVision TransformerSoftmax Attention

  54. Beyond Color Geometry: Evaluating Human-Like Color Representations in Vision Models

    Jul 15, 2026Ayan Igali, Pakizar ShamoiVision Foundation ModelsPerceptual Understanding

  55. PQFA: Parallel Quantum Feature Augmentation of Fused Representations for Multimodal Classification

    Jul 15, 2026Mingzhu Wang, Yun ShangMultimodal ClassificationHybrid Quantum Neural Networks

  56. 2D Rotary Position Embedding for Scene Text Recognition with Transformers

    Jul 15, 2026Zobeir RaisiScene Text RecognitionRotary Position Embedding

  57. Inhibited Self-Attention: Sharpening Focus in Vision Transformers

    Jul 14, 2026Peter R. D. van der Wal, Nicola Strisciuglio, George AzzopardiSelf-Supervised Vision TransformersVision Transformer

  58. CUST: Clustered Unit-level Similarity Transformer for Lightweight Image Super-Resolution

    Jul 13, 2026Jeongsoo KimGenerative Super-ResolutionSelf-Supervised Vision Transformers

  59. Edge Physical AI Deployment of Vision Transformers on Heterogeneous Edge GPU Targeting Autonomous Vehicles

    Jul 12, 2026Ashiyana Abdul Majeed, Mahmoud Meribout, Neethu Joseph +2Heterogeneous Edge DevicesReal-Time Inference

  60. Vertical Fusion: Condensing Internal Representations for Robust ViT Classification

    Jul 11, 2026Francesco Di Salvo, Shyam Nandan Rai, Hamed Damirchi +4Vision TransformerSelf-Supervised Vision Transformers