Large Vision Language Models

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

30 new papers

A weekly snapshot of new work published in Large Vision Language Models.

Period ending 2026-09-14

24 new papers

A weekly snapshot of new work published in Large Vision Language Models.

Period ending 2026-09-07

22 new papers

A weekly snapshot of new work published in Large Vision Language Models.

Inside this field

Focused directions

1,313 papers

Latest in Large Vision Language Models

Browse all topics →
CardsList

  1. CPS4: Class Prompt driven Semi-Supervised Spine Segmentation with Class-specific Consistency Constraint

    Jun 14, 2026Qingtao Pan, Hongzan Sun, Bing Ji +1Pseudo-LabelingCervical Spine

  2. OneFocus: Enabling Real-World X-ray Security Screening with a Unified Vision-Language Model

    Jun 14, 2026Jiali Wen, Hongxia Gao, Litao Li +4Large Vision Language ModelsScreening

  3. Self-Questioning Vision-Language Models: Reinforcement Learning for Compositional Visual Reasoning

    Jun 14, 2026Saraswathy AmjithLarge Vision Language ModelsVisual Reasoning

  4. Selective Synergistic Learning for Video Object-Centric Learning

    Jun 14, 2026WonJun Moon, Jae-Pil HeoObject-Centric LearningVision Encoders

  5. Post-Launch Capability Expansion of Vision-Language Models via Prompting for On-Orbit Spacecraft Inspection

    Jun 13, 2026Nicholas A. Welsh, Lennon J. Shikhman, Monty Nehru Attazs +3Large Vision Language ModelsSatellite

  6. From Frames to Temporal Graphs: In-Context Egocentric Action Recognition with Vision-Language Models

    Jun 13, 2026Bessie Dominguez-Dager, Francisco Gomez-Donoso, Miguel Cazorla +3Open-Vocabulary Action RecognitionEgocentric Video

  7. Comparing Human Gaze and Vision-Language Model Attention in Safety-Relevant Environments

    Jun 13, 2026Marta Vallejo, Siwen WangGazeLarge Vision Language Models

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

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

  9. Think Less, Act Early: Reinforced Latent Reasoning with Early Exit in Vision-Language-Action Models

    Jun 13, 2026Dianqiao Lei, Lianlei ShanVision-Language-Action ModelsLarge Vision Language Models

  10. Understanding Cross-Modal Contributions in Continual Vision-Language Models: A Theoretical Perspective

    Jun 12, 2026Salimeh Sekeh, Mary WisellLarge Vision Language ModelsVision-Language

  11. Instruct-Particulate: Scaling Feed-Forward 3D Object Articulation with Kinematic Control

    Jun 12, 2026Ruining Li, Yuxin Yao, Matt Zhou +53D ModelsMeshes

  12. When Good Verifiers Go Bad: Silent Negative Transfer in Verifier-Guided VLM Training

    Jun 12, 2026Jianzhe LinVerifierReinforcement Learning With Verifiable Reward

  13. S2^2COPE: Self-Supervised Concept Discovery via Preference Learning

    Jun 12, 2026Shilong Xiang, Zirui Zhang, Chengzhi MaoVision-LanguageVisual Context

  14. One Layer's Trash is Another Layer's Treasure: Adaptive Layer-wise Visual Token Selection in LVLMs

    Jun 12, 2026Yongru Chen, Kai Zhang, Zeliang Zong +4Visual Token PruningVisual Tokens

  15. Encoder Winners Do Not Reliably Transfer Across VLA Backbone Scale: A Frozen-Backbone Grafting Diagnostic

    Jun 12, 2026Qingping Zeng, Fei SheLarge Vision Language ModelsVision-Language-Action Models

  16. Guided Diffusion with Distilled Vision-Language Reliability for Aerial Navigation

    Jun 11, 2026Ivan Valuev, Iana Zhura, Valerii Serpiva +2Autonomous Drone NavigationDiffusion Planning

  17. AnyGoal: Vision-Language Guided Multi-Agent Exploration for Training-Free Lifelong Navigation

    Jun 11, 2026MoniJesu James, Marcelino Julio Fernando, Miguel Altamirano Cabrera +1Vision-Language NavigationMulti-Robot Systems

  18. HSQ-VLM: A Novel Spatially-Constrained Quadrant Segmentation VLM Model for Explainability in Diabetic Retinopathy

    Jun 11, 2026Shivum TelangInterpretable Diabetic Retinopathy GradingFundus Images

  19. Dense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillation

    Jun 11, 2026Guo Yu, Wenlin Liu, Yulan Hu +3On-Policy DistillationRp-Opsd

  20. Position: The Systemic Lack of Agency in Visual Reasoning

    Jun 11, 2026Yizhao Huang, Haoyang Chen, Shiqin Wang +6Visual ReasoningLarge Vision Language Models

  21. Zero-Shot Captioning for Cultural Heritage: Automated Image Analysis of Traditional Indonesian Clothing

    Jun 11, 2026Anugrah Aidin Yotolembah, Novanto Yudistira, Gembong Edhi SetyawanFew-Shot Contrastive Language-Image Pre-Training AdaptationZero-Shot Inference

  22. Iterative Visual Thinking and the Self-Correction Mirage in VLM Grounding

    Jun 11, 2026Animesh Tripathy, Aswanth KrishnanExplicit Visual GroundingVision-Language Model Grounding

  23. PP-OCRv6: From 1.5M to 34.5M Parameters, Surpassing Billion-Scale VLMs on OCR Tasks

    Jun 11, 2026Yubo Zhang, Xueqing Wang, Manhui Lin +13Deepseek-OcrOptical Character Recognition

  24. ViPER: Vision-based Packing-Aware Encoder for Robust Malware Detection

    Jun 11, 2026Fatima Qaiser, Bisma Tahir, Muhammad Abid Mughal +1Malware DetectionDetection Framework

  25. Multi-Label Test-Time Adaptation with Bayesian Conditional Priors

    Jun 11, 2026Qiru Li, Ao Zhou, Zhiwei Jiang +4Vision-Language Model AdaptationMulti-Label Classification

  26. Perceive, Interact, Reason: Building Tool-Augmented Visual Agents for Spatial Reasoning

    Jun 11, 2026Changye Li, Meng Lu, Yi Wu +1Spatial ReasoningAgentic Reasoning

  27. SalArt-VQA: Diagnosing Whether VLMs Understand Salient Artifacts in Generated Images

    Jun 10, 2026Xiaoxiao Sun, Ruotian Zhang, Junzhe Huang +2Ai-Generated Image DetectionTextvqa

  28. Analyzing and Improving Fine-grained Preference Optimization in Medical LVLMs

    Jun 10, 2026Shayan Mohammadizadehsamakosh, Pritam Sarkar, Leonid Sigal +2Large Language Model AlignmentLarge Vision Language Models

  29. APT: Action Expert Pretraining Improves Instruction Generalization of Vision-Language-Action Policies

    Jun 10, 2026Kechun Xu, Zhenjie Zhu, Anzhe Chen +2Vision-Language-Action ModelsVision-Language

  30. OpenMedReason: Scientific Reasoning Supervision for Medical Vision-Language Models

    Jun 10, 2026Negin Baghbanzadeh, Pritam Sarkar, Michael Colacci +6Medical Vision-Language ModelsLarge Vision Language Models

  31. DAM-VLA: Decoupled Asynchronous Multimodal Vision Language Action model

    Jun 10, 2026Pankhuri Vanjani, Zhuoyue Li, Jakub Suliga +4Vision-LanguageCross-Attention

  32. Corpus Augmentation for Sign Language Translation via LLM-Guided Video Stitching

    Jun 10, 2026Zsolt Robotka, Ádám Rák, Jalal Al-Afandi +2Sign Language RecognitionSynthetic Data Augmentation

  33. From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations

    Jun 10, 2026Yuchen Guan, Xiao Li, Zongyu Guo +4Video UnderstandingFrozen Vision-Language Models

  34. The Vision Encoder as a Privacy Boundary: Visual-Token Side Channels in Encoder-Free Vision-Language Models

    Jun 10, 2026Chenyu Zhou, Qiliang Jiang, Shuning Wu +1Vision EncodersVisual Tokens

  35. Last But Not Least: Boundary Attention CalibratiON for Multimodal KV Cache Compression

    Jun 10, 2026Tianhao Chen, Yuheng Wu, Kelu Yao +3Key-Value Cache CompressionMulti-Modal Large Language Models

  36. LASA: A Weak Supervision Method for Open-Vocabulary Scene Sketch Semantic Segmentation

    Jun 10, 2026Liwen Yi, Xianlin Zhang, Yue Zhang +2Dense Semantic SegmentationPhotometric Supervision

  37. From Prompts to Tokens: Internalizing Causal Supervision in Vision-Language Model for Multi-Image Causal Reasoning

    Jun 10, 2026Haoping Yu, Yuanxi Li, Jing MaLarge Vision Language ModelsVisual Reasoning

  38. Adapting Vision-Language Models from Iconic to Inclusive for Multi-Label Recognition Without Labels

    Jun 10, 2026Cheng Chen, Jingyu Zhou, Yifan Zhao +1Vision-Language Model AdaptationMulti-Label Classification

  39. Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation

    Jun 10, 2026Raajitha Muthyala, Zhenan Yin, Alekhya Jilla +6Chest RadiographyFrozen Vision-Language Models

  40. AVIS: Adaptive Test-Time Scaling for Vision-Language Models

    Jun 10, 2026Ahmadreza Jeddi, Minh Ngoc Le, Amirhossein Kazerouni +8Large Vision Language ModelsVisual Reasoning

  41. VL-DINO: Leveraging CLIP Vision-Language Knowledge for Open-Vocabulary Object Detectio

    Jun 10, 2026Hao Zhang, Qinran Lin, Linqi Song +1Open-Vocabulary Object DetectionFrozen Contrastive Language-Image Pre-Training Visual Encoder

  42. SceneMiner: Identity-Preserving Multi-Task Fine-Tuning for Unified BEV Scene Mining

    Jun 9, 2026Abdalmalek Aburaddaha, Venkatraman Narayanan, Keval Thaker +1Scene RepresentationMulti--Task Learning

  43. FADA: Accessible fetal ultrasound interpretation and annotation with a selectively distilled unified vision-language model

    Jun 9, 2026Mahmood Alzubaidi, Uzair Shah, Raden Muaz +6Prenatal UltrasoundFundus Images

  44. Do VLMs Reason Like Engineers? A Benchmark and a Stage-wise Evaluation

    Jun 9, 2026Syed Wasiq, Syed Mohamad Tawseeq, Yashwant Pravinrao Bangde +1Multimodal Reasoning BenchmarksMultimodal Reasoning

  45. Vector Map as Language: Toward Unified Remote Sensing Vector Mapping

    Jun 9, 2026Yinglong Yan, Yunkai Yang, Haoyi Wang +7Semantic MappingMapping

  46. Segment and Select: Vision-Language Segmentation in 3D Scenarios

    Jun 9, 2026Yulin Chen, Zhihang Zhong, Yuenan Hou3D Semantic Segmentation3D Scenes

  47. AgenticNav: Zero-Shot Vision-and-Language Navigation as a Tool-Calling Harness

    Jun 9, 2026Yijian Li, Changze Li, Hantian Shi +4Vision-Language NavigationLarge Vision Language Models

  48. Improving Adversarial Transferability on Vision-Language Pre-training Models via Surrogate-Specific Bias Correction

    Jun 9, 2026Lijia Yu, Jiuxin Cao, Yuchen Qiang +3Vision-Language Model AdaptationAdversarial Transferability

  49. Seeing Before Colliding: Anticipatory Safe RL with Frozen Vision-Language Models

    Jun 9, 2026Samuel Tetteh, Cody FlemingSafety ConstraintsConstrained Reinforcement Learning

  50. Your Model Already Knows: Attention-Guided Safety Filter for Vision-Language-Action Models

    Jun 8, 2026Seongbin Park, Fan Zhang, Baharan Mirzasoleiman +2Vision-Language-Action ModelsLarge Vision Language Models

  51. ReCoVLA: VLM-Guided Reward Compilation for Failure Recovery in Vision-Language-Action Policies

    Jun 8, 2026Haodi Hu, Chung-Ta Huang, Jing Liu +4Large Vision Language Models

  52. MUDIDI: A Two-Stage Framework for Multilingual Dictionary Digitization with Language Models

    Jun 8, 2026David Setiawan, Temuulen Khishigsuren, Milind Agarwal +3Optical Character RecognitionMultilingual

  53. Stage-1 Controls the Entropy Regime, Not the Outcome

    Jun 8, 2026Jianxiong ShenVision-LanguageCold-Start

  54. An Effective Router for Vision-Language Model Selection

    Jun 8, 2026Can Wang, Shengwei Wang, Bolin Zhang +2Vision-LanguageMultimodal Dataset

  55. Failure-Aware Refinement of Vision-Language Model for Lithography Defect Detection

    Jun 8, 2026Pangyun Jeong, Jiyeong Kong, Yuehua Hu +2Scalable Defect DetectionLithography

  56. Are Reasoning Vision-Language Models Robust to Semantic Visual Distractions?

    Jun 8, 2026Yizheng Sun, Mochuan Zhan, Yanan Ma +10Large Vision Language ModelsVisual Reasoning

  57. Sub-Semantic Image Segmentation

    Jun 7, 2026Aviad Cohen Zada, Nadav Orenstein, Shai Avidan +1Dense Semantic SegmentationVisual Semantics

  58. BLUE: Toward Better Language Use in Efficient Vision-Language-Action Models for Autonomous Driving

    Jun 7, 2026George Ling, Lijin Yang, Hao Yang +1Efficient Vision-Language-Action ModelsVision-Language-Action Models

  59. X-Tokenizer: A Multimodal Action Tokenizer for Vision-Language-Action Pretraining

    Jun 7, 2026Miracle Kang, Lights Shi, Lucy Liang +10Vision-Language-Action ModelsVisual Tokens

  60. DriveReward: A Comprehensive Dataset and Generative Vision-Language Reward Model for Autonomous Driving

    Jun 7, 2026Qimao Chen, Fang Li, Yuechen Luo +11Naturalistic Driving DataAutonomous Driving