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

1,309 papers

Latest in Large Vision Language Models

Browse all topics →
CardsList

  1. SCOPE-Router: Cost-Aware Open-Set VLM Routing for Execution-Oriented Tasks

    Aug 12, 2026Tao Yu, Yifei Qu, Zhiqing Cui +14Large Language Model RoutingCost-Aware

  2. Do You See What You Draw? A Semantic Closed-Loop Framework for Holistic Evaluation of Unified Multimodal Models

    Aug 12, 2026Hao Zhang, Jiaxin Qi, Zhijiang Tang +1Unified Multimodal ModelsVisual Generation

  3. LookBack: Where and How to Score LVLM Responses via Visual Reference Usage

    Aug 12, 2026Beomsik Cho, Jinhyeong Kim, Dongseok Lee +1Large Vision Language ModelsVision-Language

  4. How China-Origin Vision-Language Models Move from Refusal to Reframing in State Alignment

    Aug 12, 2026Guang Yang, Fengchen Liu, Alex Wang +2Large Language Model SafetyLarge Language Model Alignment

  5. VOLA: Improving Open-World Driving by VLM-Based Semantic Attribute Prediction

    Aug 12, 2026Yuchen Zhang, Yuan Gao, Sebastian Schmidt +1Ava-Vlm

  6. G0.5: One Autoregressive Stream for Robot Reasoning and Action

    Aug 12, 2026Yicheng Liu, Zibin Dong, Baijun Ye +24Vision-Language-Action ModelsExecutable Robot Behavior

  7. HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting

    Aug 12, 2026Xikai Sun, Cangtian Zhou, Kebin Liu +6Large Vision Language ModelsIntelligence

  8. Learning from Multimodal Pseudo-Labels for Robust Open-Vocabulary Instance and Panoptic Segmentation

    Aug 12, 2026Duy Tran Thanh, Yeejin Lee, Byeongkeun KangPanoptic SegmentationOpen-Vocabulary

  9. Test-Time Hallucination Control in Large Vision-Language Models

    Aug 11, 2026Mehran Tamjidi, Hamidreza Dastmalchi, Ali Cheraghian +3Hallucination MitigationLarge Vision Language Models

  10. Click2Poly: A VLM for vector mapping buildings and walls

    Aug 11, 2026Nicolas Girard, Jawher Ben Abdallah, Arno Gobbin +2MappingPolygons

  11. Mixture-of-Experts-based Entropy Model for Learned Image Compression

    Aug 11, 2026Jonas Brenig, Radu TimofteLearned Image CompressionContext Compression

  12. Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences

    Aug 11, 2026Martina Ianaro, Guilherme Fernandes, Maurizio Gabbrielli +1Visual StorytellingLarge Vision Language Models

  13. UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations

    Aug 11, 2026Dvir Samuel, Guy Bar-Shalom, Fabrizio Frasca +4Robust Hallucination DetectionLarge Vision Language Models

  14. Evaluating Semantic and Spatial Guidance for Foundation Model Segmentation of Small-Scale PV in Remote Sensing Imagery

    Aug 11, 2026Roni Blushtein-Livnon, Tal Svoray, Osher Rafaeli +4Remote Sensing Image SegmentationRemote Sensing

  15. Where To Look? : Causal Tracing of Vision Encoders in VLM

    Aug 11, 2026Naren Kumar S, Tirth Bhatt, Mayank SinghLarge Vision Language ModelsVision Encoders

  16. MMArt: A Multi-Perspective Multimodal Dataset for Visual Art Understanding

    Aug 11, 2026Shuai Wang, Wangyuan Ding, Yixian Shen +5Large Image DatasetsMultimodal Dataset

  17. InSight-doc: Agentic Visual Perception for Long-Document Understanding

    Aug 11, 2026Kaican Li, Weiyan Xie, Lewei Yao +4Visual Document RetrievalKnowledge-Based Visual Question Answering

  18. Dynamic Context Adapters: Efficiently Infusing History into Vision-and-Language Models

    Aug 11, 2026Yuhang Song, Bor-Jiun Lin, Jiaxu Liu +3Efficient Long-Context InferenceVision-Language

  19. VisEditBench: Can Vision-Language Models Edit Visualization Code from Multimodal Feedback?

    Aug 11, 2026Mizanur Rahman, Arshia Azimlu, Shadikur Rahman +4Large Vision Language ModelsFeedback Learning

  20. Chain of Spatial Thoughts: Modality-Agnostic Spatial Grounding for Vision Language Models

    Aug 10, 2026Hunter Schofield, Mohammed Elmahgiubi, Mohammad Mahdavian +4Spatial ReasoningSpatial Grounding

  21. Post-Hoc Sparse Coding of Latent Communication Between Vision-Language Model Agents

    Aug 10, 2026Di Wu, Xiaohui ZhuFrozen Vision-Language ModelsCommunication

  22. Perception Before Supervision: Self-Contained Visual Distillation from Counterfactual Blind Spots

    Aug 10, 2026Shravan Venkatraman, Omkar Thawakar, Ritesh Thawkar +2Large Vision Language ModelsChain-Of-Thought Distillation

  23. Hierarchical Fast-Slow ReAct Agent for Zero-Shot Object-Goal Navigation

    Aug 10, 2026Zhaochen Lan, Zhi Yang, Yuxiang Fu +1Vision-Language NavigationObject Goal Navigation

  24. PragMatch: Separating Pragmatic Incongruity from Cross-Modal Mismatch in Large Vision-Language Models

    Aug 10, 2026Zhanna Mukhametsharip, Vera Demberg, Varsha SureshLarge Vision Language ModelsHumor

  25. World Tokens: Enhancing Embodied Policies with Training-Time World Modeling

    Aug 10, 2026Qu Tang, Benhui Zhuang, Bo Yuan +3Efficient World-Action ModelWorld Models

  26. Beyond Global Editing: Per-Instance Disentangled Subspaces for Training-Free Hallucination Mitigation in LVLMs

    Aug 10, 2026Ali Cheraghian, Hamidreza Dastmalchi, Hamed Barzamini +4Large Language Model HallucinationLarge Vision Language Models

  27. DH-VLM: Dual-Horizon Cooperative Latent Reasoning for Autonomous Driving

    Aug 10, 2026Ziyi Song, Chen Xia, Hang Yu +2Autonomous DrivingEfficient Vision-Language-Action Models

  28. GeoPhysAdapter: Scale-Matched Geophysical Adaptation for Cross-Domain Landslide Mapping with Vision Foundation Models

    Aug 10, 2026Zhihang Liu, Mei-Po Kwan, Jinlin Wu +1LandslidesGeospatial Foundation Models

  29. Bootstrapping Vision-Language Model for Hysteroscopic Surgical Scene Segmentation

    Aug 10, 2026Jun Huang, Meiyi Chen, Zijie Yue +6Medical Vision-Language ModelsSurgical Videos

  30. Verifiably grounded machine interpretation of lunar geology

    Aug 10, 2026Tom Sander, Kay Wohlfarth, Christian WöhlerGeological Semantic UnderstandingLunar Surface

  31. CRUISE: Vision-Language Model-Guided Uncertainty-Aware Cross-Modal Sensor Fusion for Robust Autonomous Driving

    Aug 10, 2026Junyao Wang, Yulin Xu, Yu Li +2Multi-Sensor FusionUncertainty-Aware Fusion

  32. CodecArena: Codec Quality Assessment via Visual Reinforcement Learning

    Aug 10, 2026Jiaye Fu, Weiqi Li, Qiankun Gao +5Video QualityVision Encoders

  33. Dynamic Distribution-Aware Uncertainty Tracking in Vision-Language Representation Learning

    Aug 10, 2026Ao Zhou, Zhiwei Jiang, Zifeng Cheng +4Vision-LanguageGaussian Mixture Models

  34. Label-Free Parkinson's Disease Screening from Face and Voice through Mechanistic Interpretability

    Aug 10, 2026Jiaheng Su, Yu SunParkinsonDisease Detection

  35. ToolVision: Learning When and How to Use Visual Tools with Capability-Aligned Supervision

    Aug 9, 2026Delin Mao, Chenghao Sun, Jingwei Song +2Large Vision Language ModelsVisual Analytics

  36. From Recovery to Drop-off: How Action Post-training Reduces a VLM's Late-Layer Depth Decodability

    Aug 9, 2026Alexander Hackett, Arnaud Denis-Remillard, Axel CassouVision-Language-Action ModelsLarge Vision Language Models

  37. SLAP: Selective Local Vision-Language Alignment for Fish Re-Identification via Partial Optimal Transport

    Aug 9, 2026Cigdem Beyan, Tonje Knutsen Sordalen, Kim Tallaksen HalvorsenRe-IdentificationVision-Language Alignment

  38. Distilling Vision-Language Models for Robust Traffic Sign Perception in Autonomous Vehicles

    Aug 9, 2026Pedram MohajerAnsari, Amir Salarpour, Mert D. PeséTraffic Sign RecognitionLarge Vision Language Models

  39. TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases

    Aug 9, 2026Gia-Han Truong, Khang Nguyen Quoc, Luyl-Da QuachApple Tree Leaf Disease Segmentation DatasetTomato Diseases

  40. UniSpace: Unified Visual Representation and Scalable Multimodal Modeling

    Aug 9, 2026Jinbo Yan, Limeng Qiao, Jie Qin +3Unified Multimodal ModelsSelf-Supervised Vision Transformers

  41. VLZip: Unified Visual and Textual Compression for Interleaved Long-Context Modeling

    Aug 9, 2026Yuqi Zhang, Cheng Chen, Yuyu Guo +6Large Vision Language ModelsEfficient Long-Context Inference

  42. VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use

    Aug 9, 2026Juan S. SantillanaLarge Vision Language ModelsLarge Language Model Safety

  43. Explore, Map, Remember, Decide: Are Embodied VLMs Ready for Safety-Critical Scenarios?

    Aug 8, 2026Gabriele La Malfa, Nitay Alon, Emanuele La Malfa +2Large Vision Language ModelsSpatial Reasoning

  44. Vision-Language Grounding as Bidirectional Concept Correspondence

    Aug 8, 2026Jieyu Zhang, Ziqi Gao, Luke Zettlemoyer +1Vision-Language Model GroundingVision-Language Alignment

  45. How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems

    Aug 8, 2026Henri Vanhuynegem, Weitao Xu, Yiran Shen +1Knowledge-Based Visual Question AnsweringLarge Vision Language Models

  46. SABRE: Scalable and Automated Benchmarking of VLMs under Stress

    Aug 7, 2026Zixuan Lan, Luzhe Sun, Matthew R. Walter +1Vision-LanguageElicitation

  47. A Picture is Worth a Thousand Tokens: How Vision Language Models Cut AI Energy Costs While Improving Accuracy

    Aug 7, 2026Bhavika Jalli, Nikhil Korati Prasanna, Jayanta ChoudhuryLarge Vision Language ModelsToken Communications

  48. Adversarial Attacks on Deep OCR Systems

    Aug 7, 2026Wenbo Sun, Hongzong LI, Yanyun Wang +5Deepseek-OcrAdversarial Examples

  49. Same Attention, Different Truths: Put Logit-Lens over Visual Attention to Detect and Mitigate LVLM Object Hallucination

    Aug 7, 2026Zichuan Wang, Songlin Yang, Bo Peng +4Large Vision Language ModelsHallucinations

  50. Gaze Behavior in Visual World Experiments Can be Modeled With Off-the-shelf Language-Vision Encoders

    Aug 7, 2026Rahul Murali Shankar, Titus von der Malsburg, Sebastian PadóVision EncodersGaze

  51. Understand Before Detect: Vision--Language Learning for Omni-Domain Infrared Small Target Detection

    Aug 7, 2026Haoyang Yuan, Boyang Li, Yingqian Wang +7Infrared Small Target DetectionVision-Language

  52. Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation

    Aug 7, 2026Junghwan Park, Sangcheol Sim, Woojin Cho +1Cloud-Aware Earth Observation SequencesEarth Observation

  53. Prune Once: Retraining-Free Task-Agnostic Pruning for Vision-Language Models

    Aug 7, 2026Minseok Kang, Hyunwoo Kim, Chanyoung Kim +3Visual Token PruningLarge Vision Language Models

  54. Capek 0.5: An Execution-Centric Vision-Language Model for Embodied Intelligence

    Aug 7, 2026Ying Chen, Weizhen Li, Zhe Hu +7Large Vision Language ModelsExecutable Robot Behavior

  55. When Semantics Saturate or Emerge: Adaptation-Conditional Semantic Utility in Source-Free Cross-Domain Few-Shot Learning

    Aug 7, 2026Wei Liu, Xing Deng, Haijian ShaoFrozen Vision-Language ModelsSaturation

  56. Model Confidence Under Answer-Preserving Attacks: An Informativeness-Manipulability Frontier

    Aug 6, 2026Reza Khanmohammadi, Ivan Brugere, Simerjot Kaur +3Confidence CalibrationTransformation-Based Attacks

  57. Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding

    Aug 6, 2026Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley +2Confidence EstimationLarge Vision Language Models

  58. DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation

    Aug 6, 2026Jiaxuan Li, Qing Xu, Xiangjian He +4Vision-Language AlignmentCross-Modal Alignment

  59. Vorch-IR: Long-Form Unified Multimodal Identity Replacement Video Generation

    Aug 6, 2026Yaole Wang, Xiaoyu Chen, Xin Ma +5Vision-LanguageCharacter Fidelity

  60. SCI-CLIP: Segment-Centric Inference with Reference Memory for Training-Free Open-Vocabulary Segmentation

    Aug 6, 2026Mohamad Zamini, Diksha ShuklaOpen-VocabularyFrozen Contrastive Language-Image Pre-Training Visual Encoder