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. Phase-and-First-Arrival VLM Feedback for Sparse-Reward Reinforcement Learning in Surgical Manipulation

    Sep 7, 2026Wanli Liuchen, Fangyuan Wang, Bin Li +4Sparse RewardsRobot-Assisted Minimally Invasive Surgery

  2. LayerRoute: Action-Conditioned Mixture-of-Layers Routing for Vision-Language-Action Policies

    Sep 5, 2026Zheng Lu, Haoran Liao, Wanqi Zhong +9Vision-Language-Action ModelsAction Space

  3. Seeing Before Synthesizing: VLM-Guided Transition Event Discovery for Weakly-Supervised Dense Video Captioning

    Sep 3, 2026Ye-Chan Kim, Seunghee Choi, SeungJu Cha +4Video CaptioningVision-Language Alignment

  4. IchthyoNoma: Nomenclature and Context Sensitivity of Zero-Shot Biological Vision--Language Models for Bangladeshi Freshwater Fish Recognition

    Sep 3, 2026Nazim-E-Alam, Tarek Rahman, Md Kishor MorolFishLarge Vision Language Models

  5. LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes

    Sep 3, 2026Chuyan Chen, Haoxing Chen, Kun Chen +27Single ImagesFrozen Vision-Language Models

  6. A Reverse Sign Language Dictionary: Open-Vocabulary Sign Recognition from Continuous Signing via Video Captioning and Description Retrieval

    Sep 3, 2026Santiago Poveda-Gutiérrez, Hideki Nakayama, Mayumi BonoSign Language RecognitionSign

  7. CoFiE: Coarse-to-Fine Evidence Selection for Efficient Streaming Video Understanding

    Sep 3, 2026Jing Jiang, Yiran Ling, Ruonan Li +2Vision Encoders

  8. SafeRI: Recognition and Intervention for Token-Level Safety Intervention in Large Vision Language Models

    Sep 3, 2026Caoyuan Ma, Tian Gu, Wenpu Liu +11Safety AlignmentLarge Vision Language Models

  9. Making Every Tool Call Count: Necessary Tool-Evidence Path Rewards for Agentic Vision-Language Models

    Sep 3, 2026Xingming Long, Yu Liu, Zhiwei Yang +7Large Vision Language ModelsCall

  10. When Do Frozen VLMs Respond to Image-Free Object-Token Edits? An Answer-Key-Free Protocol and What It Reveals

    Sep 3, 2026Wonbin Son, Gyumun Choi, Junil Seo +3Frozen Vision-Language ModelsKnowledge-Based Visual Question Answering

  11. Detecting Object Hallucinations in Large Vision-Language Models via Cross-Modal Attention Drifts and Mask-Based Verification

    Sep 2, 2026Xuanbing Wen, Boxu Chen, Le Yang +4Robust Hallucination DetectionLarge Vision Language Models

  12. AlphaRAD: Grounded Zero-Shot Classification in Chest Radiology via αα-Corrected Binary Cross Entropy and Factorized Latent Supervision

    Sep 1, 2026Jianzhong You, Yuan Gao, Chris McIntoshChest RadiographyMedical Vision-Language Models

  13. Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System

    Sep 1, 2026Penghao Wu, Haiwen Diao, Weichen Fan +3Unified Multimodal ModelsMultimodal Learning

  14. Closing Cost-Quality Gap in Document VLMs: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics

    Sep 1, 2026Maksim Evdokimov, Matvey Ivanov, Dmitrii Tsiupin +3Ava-VlmOptical Character Recognition

  15. Selective Agent Guidance via Entropy: Learning Autonomous Policies from Imperfect VLM Teachers

    Sep 1, 2026Giovanni Bonetta, Matteo Merler, Davide Zago +2Large Vision Language Models

  16. FairLens: Benchmarking Fairness in Vision-Language Models for High-Stakes Decision-Making

    Sep 1, 2026Vahid Reza Khazaie, Ahmed Y. Radwan, Shaina RazaLarge Vision Language ModelsLarge Language Model Bias

  17. IntroConformal: Conformal Factuality Guarantees for Large Vision-Language Models via Introspective Signals

    Sep 1, 2026Md. Atabuzzaman, Christian Alexander, Chris ThomasLarge Vision Language ModelsFacts

  18. Reliability Challenges in Diffusion Vision-Language Models

    Sep 1, 2026Md. Atabuzzaman, Chris ThomasDiffusion Language ModelsLarge Language Model Hallucination

  19. Compressing AI Traffic: Standardized Neural Network Coding of Visual-Token Representations in Split Vision-Language Inference

    Sep 1, 2026Reza Heidari, Hamed R. Tavakoli, Juho KannalaToken CompressionVision Encoders

  20. Candidate-Expanding Routing with Permutation-Stabilized Experts for Mixed-Format Medical VQA

    Sep 1, 2026Hai-Dang Nguyen, Huy-Hieu PhamMedical Visual Question AnsweringMixture-of-Experts Models

  21. The Visual Insensitivity Gap: Diagnosing When Vision-Language Models Fail to Use Visual Evidence

    Sep 1, 2026Genpei ZhangLarge Vision Language ModelsVisual Perception

  22. Benchmarking Vision-Language Models for Automated Pathology Diagnosis and Report Generation

    Sep 1, 2026Yumi Lee, Harim Oh, Hyoryung Kim +52Pathology Foundation ModelsComputational Pathology

  23. Text Capability Loss in Vision-Language Adaptation: An Attention-Sink Diagnosis

    Sep 1, 2026Minsik Choi, Geewook Kim, Young Geun KimVision-Language Model AdaptationVision-Language

  24. From Saliency to Discriminability: Rank-Preserving Visual Token Pruning for VLM Rerankers

    Sep 1, 2026Siyi Liu, Hanjun Yang, Chenchen Zhang +7Visual Token PruningVisual Tokens

  25. ExpArt-KG: Artwork Image Description Generation through Iterative Exploration of Knowledge Graphs

    Sep 1, 2026Yuta Kato, Shintaro Ozaki, Kazuki Hayashi +4Single ImagesKnowledge Graphs

  26. Restrict, Don't Retrain: Inference-Time VLM Guidance for Zero-Shot Aerial Segmentation

    Sep 1, 2026Teresa DiMeola, Charles Walter, Hong XiaoFew-Shot SegmentationVision Foundation Models

  27. BrainDiff: Longitudinal Report Generation for Multimodal Brain MRI

    Sep 1, 2026Krish Patel, Peirong LiuBrain Magnetic Resonance ImagingRadiology Report Generation

  28. (V)LMs generalize beyond surface co-occurrence: Evidence from cross-modal number agreement

    Aug 31, 2026Zach Studdiford, Kanishka MisraCo-OccurrencePoint-Vlms

  29. FoldingAgent: Inferring Parametric Origami Procedures from Demonstration Videos

    Aug 31, 2026Maya Moriya, Sigal Raab, Yael Vinker +1FoldingAgentic Video Generation

  30. Vision Is Not Overhead: One-Pass Block Drafting for Lossless Speculative Decoding in Vision-Language Models

    Aug 31, 2026Jungseob Lee, Seongtae Hong, Dongyub Jude Lee +4Large Vision Language ModelsSpeculative Decoding

  31. SlideBank: A Persistent Hierarchical Evidence Bank for Consistent Whole-Slide Reasoning

    Aug 31, 2026Beidi Zhao, Gexin Huang, Ciro Zhang +6Whole-Slide ImagesPathology

  32. Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving

    Aug 31, 2026Xin Zhou, Zongchuang Zhao, Zhibo Yang +13Autonomous DrivingDriving

  33. LOCI: A Locator-Critic with Refinement Loop

    Aug 31, 2026Walid Bousselham, Mathilde Caron, Arsha Nagrani +1Large Vision Language ModelsVisual Evidence

  34. Where Do Multilingual Vision-Language Encoders Fail on Low-Resource Languages?

    Aug 31, 2026Donghoon Han, SungHyun Moon, Aidyn Zhakatayev +2Vision-Language AlignmentLow-Resource Languages

  35. Quantum-Grassmann-Plucker Token Mixing for Deep Learning-Based Post-Disaster Damage Assessment

    Aug 31, 2026Kooroush Farahkhah, Umut Lagap, Taha Rezaei +1Post-Disaster Damage AssessmentImage Classification

  36. VisER: Visual Evidence and Reliance for Object Hallucination Detection in LVLMs

    Aug 31, 2026Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie +1Robust Hallucination DetectionLarge Vision Language Models

  37. Centering before Pruning: Lightweight Geometry Correction for Diversity-Based Visual Token Pruning in LVLMs

    Aug 31, 2026Shunjie Wen, Jaeyeon Lee, Dong-Wan ChoiVisual Token PruningPruning

  38. DICS: Exploring Data Intrinsic Consistency for Visual Instruction Selection

    Aug 31, 2026Yuyang Hong, Jinhui Guo, Jiaqi Gu +6Vision-Language AlignmentInstruction

  39. Partition-Aware Unlearning for Removing Spurious Correlations in Large Vision-Language Models

    Aug 30, 2026Aditi Sarker, Nazreen Shah, Rafi Ibn Sultan +3Large Vision Language ModelsLarge Language Model Hallucination

  40. SpanCalib-VLM: Calibrated Hallucination Span Detection in Vision-Language Models

    Aug 30, 2026Amanuel Gizachew Abebe, Yasmin MoslemRobust Hallucination DetectionLarge Vision Language Models

  41. Hallucination Mitigation for Large Vision-Language Models via Implicit Feature Stabilization

    Aug 30, 2026Aditi Sarker, Rafi Ibn Sultan, Hui Zhu +2Large Language Model HallucinationLarge Vision Language Models

  42. Towards Continual Test-Time Adaptation of Vision-Language Models in Open-Vocabulary Semantic Segmentation

    Aug 30, 2026Chandler Timm C. Doloriel, Yunbei Zhang, Sarthak Kumar Maharana +5Vision-Language Model AdaptationVision-Language Alignment

  43. 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

  44. Multi-Image Visual Token Pruning in Large Visual Language Models

    Aug 27, 2026Rongyang Zhang, Chengqiang Lu, Cong Li +9Visual Token PruningLarge Vision Language Models

  45. VideoHarness-RSI: Recursive Harness Self-Improvement for Long-Video Understanding with Frozen Vision-Language Models

    Aug 25, 2026Guoyang Xu, Hao ChenVideo UnderstandingFrozen Vision-Language Models

  46. When Seeing Is Not Enough: Benchmarking Interactive Visual Grounding in LVLMs

    Aug 25, 2026Zhengxiang Wang, Owen RambowExplicit Visual GroundingVisual Grounding

  47. A VLM Answer Is Not an Anomaly Score: Rank Compression Across Image and Video Anomaly Detection

    Aug 21, 2026Inpyo Song, Jangwon LeeAnomaly ScoreAnomaly Detection

  48. CL4D: Contrastive Language-4D Pretraining for Vision-Language Reasoning in Dynamic Scenes

    Aug 19, 2026Kumal Hewagamage, Isuranga Senavirathne, Sasika Amarasinghe +4Vision-LanguageVision Encoders

  49. V-RAE: Rethinking Video Latent Spaces for Generation

    Aug 13, 2026Minghui Guo, Shengqiong Wu, Hao FeiAutoregressive Video GenerationVariational Autoencoder

  50. Fine-Grained Action Recognition with Cross-Attentive Latent Sparse Experts

    Aug 13, 2026Imtiaz Ul Hassan, Tasweer Ahmad, Nik Bessis +1Open-Vocabulary Action RecognitionFine-Grained Perception

  51. LongEarth-R1: Benchmarking and Aligning Vision-Language Models for Long-Horizon Earth Observation Reasoning

    Aug 13, 2026Yupan Ding, Jing Xiao, Zhenyuan Zhang +4Earth ObservationLarge Vision Language Models

  52. How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures

    Aug 13, 2026Paul Osemudiame Oamen, Owusu-Banahene Osei, Ananya Mukherjee +4Vision-LanguageIllusions

  53. Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence

    Aug 13, 2026Jakub Pokrywka, Łukasz Grzybowski, Antoni Lasik +3Medical Visual Question AnsweringVisual Evidence

  54. Heterogeneous Vision-Language Ensemble with Disagreement-Aware Reranking for Text-Based Person Anomaly Retrieval

    Aug 13, 2026Huu-An Vu, Cam Tu Tran Thi, Thanh Toan Le Ngo +5Pedestrian DetectionMultimodal Retrieval

  55. Scaling Representation Diversity: Modulated Attention and Reconstructive Regularization for Visual Grounding

    Aug 13, 2026Junyi Hu, Tian Bai, Fengyi Wu +7Vision-Language AlignmentContextual Grounding

  56. Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence

    Aug 13, 2026Haokai Zhang, Yuhang Ding, Yunshu Zhou +5Spatial ReasoningExplicit Memory

  57. Mr3D-VL: A generalist vision language foundation model for Multiparametric 3D Magnetic Resonance Imaging

    Aug 13, 2026Zhi Qiao, Xintong Wu, Yichu He +1Medical Vision-Language ModelsMagnetic Resonance Imaging

  58. Can Vision-Language Models Assess Proxemic Risk from Egocentric Robot Images?

    Aug 12, 2026Vladyslava Rudas, Dmytro KuzmenkoLarge Vision Language ModelsSpatial Grounding

  59. AVA-Encoder: Towards Agent-Native Video Representation Learning

    Aug 12, 2026Chuyue Li, Jinpeng Yu, Haozhe Wang +7Agentic Video GenerationVision Encoders

  60. SCOUT: Unlocking Enhanced Spatial Reasoning via Structured Chain-of-Thought and Multi-Objective Process Reward

    Aug 12, 2026Zile Zhou, Huining Yuan, Weichen Zhang +23D Spatial ReasoningSpatial Reasoning