Large Vision Language Models

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Vision-LanguageVision EncodersFrozen Vision-Language ModelsVision-Language AlignmentAva-VlmPoint-Vlms

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Period ending 2026-09-21

19 new papers

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Period ending 2026-09-14

8 new papers

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Period ending 2026-09-07

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862 papers

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  1. CaVe-VLM-CoT: An Interpretable Vision-Language Model Framework

    Jun 16, 2026Sneha Rao, Shaina Raza, Dhanesh RamachandramLarge Vision Language Models

  2. EventDrive: Event Cameras for Vision-Language Driving Intelligence

    Jun 16, 2026Dongyue Lu, Rong Li, Ao Liang +6Autonomous Driving PerceptionAutonomous Driving

  3. Video2Code: Generating Interactive Webpages from UI Videos via Action-Aware Revisit

    Jun 16, 2026Mingde Xu, Zhen Yang, Yan Wang +7User InterfaceWeb

  4. LongWebBench: Evaluating Structural and Functional Webpage Generation in Long-Horizon Settings

    Jun 16, 2026Yi Zhao, Zhen Yang, Mengpan Chen +5WebEvaluation Benchmarks

  5. ERQA-Plus: A Diagnostic Benchmark for Reasoning in Embodied AI

    Jun 16, 2026Hong Yang, Basura FernandoKnowledge-Based Visual Question Answering BenchmarksIntelligence

  6. LADBench: A Benchmark for Logical Fault Detection in Images

    Jun 16, 2026Sahasra Kondapalli, Lara Radovanovic, Aadi Palnitkar +2Large Vision Language ModelsMultimodal Reasoning

  7. Implicit vs. Explicit Prompting Strategies for LVLMs in Referential Communication

    Jun 16, 2026Peter Zeng, Amie J. Paige, Weiling Li +3Prompt EngineeringArtificial Intelligence Systems

  8. Binary Tracking for Spatial QA and Navigation with Open Vision-Language Models

    Jun 15, 2026Dongbin Na, Chanwoo Kim, Soonbin Rho +3Social Robot NavigationSpatial Question Answering

  9. Look Again Before You Abstain:Budgeted Conformal Evidence Acquisition for Reliable Vision-Language Model

    Jun 15, 2026Jian Xu, Delu Zeng, John Paisley +1Large Vision Language ModelsVisual Evidence

  10. Vision-Language Models as Zero-Annotation Oracles in Histopathology

    Jun 15, 2026Vishal Jain, Giorgio Buzzanca, Sarah Cechnicka +6Computational PathologyLesion Segmentation

  11. Uncertainty Is Not a Safety Net for Clinical VQA, but Can It Anticipate Model Failure?

    Jun 15, 2026Arnisa Fazla, Alberto Testoni, Ameen Abu-Hanna +2Medical Visual Question AnsweringLarge Vision Language Models

  12. Chronological Blindness: Benchmarking Temporal Reasoning in Vision-Language Models with CHRONOSIGHT

    Jun 15, 2026Parthaw Goswami, Jaynto Goswami DeepLarge Vision Language ModelsChronos

  13. KeepLoRA++: Continual Learning with Layer-Scaled Residual Gradient Adaptation

    Jun 15, 2026Mao-Lin Luo, Yi-Lin Zhang, Zi-Hao Zhou +5Efficient Continual LearningVision-Language Model Adaptation

  14. TimeVista: Exploring and Exploiting Vision-Language Models as Judges for Time Series Forecasting

    Jun 15, 2026Zhi Chen, Yuxuan Wang, Jialong Wu +5Multivariate ForecastingTime Series

  15. Thinking with Visual Grounding

    Jun 15, 2026Junkai Zhang, Yihe Deng, Kai-Wei Chang +1Explicit Visual GroundingVisual Reasoning

  16. Object Tokens as a Bridge Between Segmentation and Visual Question Answering in Robotic Surgery

    Jun 14, 2026Yiping Li, Ronald de Jong, Romy van Jaarsveld +5Knowledge-Based Visual Question AnsweringSurgical Videos

  17. 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

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

    Jun 14, 2026Saraswathy AmjithLarge Vision Language ModelsVisual Reasoning

  19. 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

  20. 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

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

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

  22. 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

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

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

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

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

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

    Jun 12, 2026Jianzhe LinVerifierReinforcement Learning With Verifiable Reward

  26. 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

  27. 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

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

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

  29. 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

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

    Jun 11, 2026Shivum TelangInterpretable Diabetic Retinopathy GradingFundus Images

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

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

  32. 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

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

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

  34. 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

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

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

  36. 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

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

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

  38. 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

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

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

  40. 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

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

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

  42. 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

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

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

  44. 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

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

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

  46. 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

  47. 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

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

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

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

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

  50. Sub-Semantic Image Segmentation

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

  51. 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

  52. Co-GLANCE: Uncertainty-Aware Active Perception for Heterogeneous Robot Teaming

    Jun 7, 2026Michal P. Podolinsky, Neel P. Bhatt, Pranay Samineni +3Multi-Robot SystemsPerceptual Understanding

  53. Remember with Confidence: Uncertainty Quantification for Spatio-temporal Memory with Probabilistic Guarantees

    Jun 6, 2026Harry Zhang, Nicolas Gorlo, Luca CarloneSpatial MemoryLarge Vision Language Models

  54. One Stone, Three Birds: Self-adaptive Optimal Transport for Multi-VLM Selection, Adaptation, and Ensembling

    Jun 6, 2026Qiyu Xu, Zhanxuan Hu, Yu Duan +4Vision-Language Model AdaptationAva-Vlm

  55. Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline

    Jun 6, 2026Zekai Zhang, Qinghui Chen, Maomao Xiong +6Zero-Shot InferenceLarge Vision Language Models

  56. Unification of Closed-Open Industrial Detection Scenarios: New Large-Scale Benchmarks,Challenges and Baselines

    Jun 6, 2026Zekai Zhang, Jinglin Zhang, Qinghui Chen +8Large Vision Language ModelsMultimodal Benchmarks

  57. The Last Visible Pixel: Probing Fine-Scale Perception in Vision-Language Models

    Jun 5, 2026Lujun Li, Lama Sleem, Niccolo Gentile +4Large Vision Language ModelsFine-Grained Perception

  58. MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism

    Jun 5, 2026Cong Chen, Guo Gan, Kaixiang Ji +7Video UnderstandingLarge Vision Language Models

  59. VeriDrive: Verifiable Counterfactual Supervision for Cost-Efficient Vision-Language Planning

    Jun 5, 2026Zikai Zhang, Hubert P. H. Shum, Toby P. BreckonLarge Vision Language ModelsCounterfactual Learning

  60. Textual Supervision Enhances Geospatial Representations in Vision-Language Models

    Jun 5, 2026Marcelo Sartori Locatelli, Fernando Tonucci, Jea Kwon +5Spatial RepresentationImage Geolocalization