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

1,307 papers

Latest in Large Vision Language Models

Browse all topics →
CardsList

  1. From Alignment to Fusion in 3D Vision-Language

    Sep 23, 2026Xueqi Qiu, Xingyu Miao, Jingjing Deng +3Vision-Language Alignment

  2. VLMs Can Describe, But Not Measure: Object-Centric Scene Understanding for Robotic Manipulation

    Sep 23, 2026Enrico Saccon, Tommaso Faraci, Iñigo De La Ossa Zarzuelo +3Robotic PerceptionAva-Vlm

  3. VPRune: Efficient Training-free Pre-LLM Visual Token Pruning

    Sep 21, 2026Guangchuan Lv, Dianxing Shi, Dingjie FuVisual Token PruningLarge Vision Language Models

  4. Look Where It Counts: A Free, Label-Free Visual Evidence Signal for Fine-Grained Vision-Language Reasoning

    Sep 21, 2026Santi Ram Tiwari, Nihal Naik, Devbrat Pandey +1Large Vision Language Models

  5. Video-STLayout Pre-training

    Sep 21, 2026Akash Abdu Jyothi, Greg MoriVideo PretrainingVision Encoders

  6. PREM: Prefix-Steered Recurrent Memory for Long-Video Understanding

    Sep 20, 2026Siru Zhong, Qiongyan Wang, Xiaohui Lv +5Frozen Vision-Language Models

  7. MaskVLA: Visual Masking Against Trajectory Overfitting of Vision-Language-Action Model

    Sep 20, 2026Yuxuan Jiang, Jiaying Huang, Ge Wang +9Large Vision Language Models

  8. Workspace Models: Lightweight Robotic Memory via Saliency-Driven Supervision

    Sep 17, 2026Nitish Dashora, Douglas Chen, Idan Shenfeld +3Robot PoliciesWorkspaces

  9. Spatial-Semantic Uncertainty in VLM-Based Target Search: Balancing Exploration and Identification

    Sep 17, 2026Alkesh K. Srivastava, Jonathan Diller, Vijay Kumar +1Vision-Language NavigationEfficient Exploration

  10. AgriScope: Pixel-Grounded Multimodal Understanding for Agricultural Images

    Sep 17, 2026Abderrahmene Boudiaf, Mohamad Alanssari, Irfan Hussain +1Apple Tree Leaf Disease Segmentation DatasetAgricultural Landscapes

  11. HEROIC: Heterogeneous Evidential Reasoning for Open-Vocabulary Identification and Cross-Robot Collaboration

    Sep 17, 2026Mihir Chauhan, Aarav Jain, Addison Zucek +3Multi-Robot SystemsAerial Robots

  12. Region-Level Policy Optimization for Fine-grained MLLM Perception

    Sep 17, 2026Yuheng Shi, Xiaohuan Pei, Minjing Dong +1Fine-Grained PerceptionLarge Vision Language Models

  13. IMFD: End-to-end Multi-Face Forgery Detection through Instruction-based Large Vision-Language Models

    Sep 17, 2026Dasom Choi, Sangjun Moon, Hyeongchan Im +5Face Forgery DetectionDeepfake Detection

  14. MiX: Micro-Inverted-Scaling for End-to-End Low-Bit Vision-Language Model Acceleration

    Sep 17, 2026Yuan Liao, Jae-sun SeoAcceleratorLarge Vision Language Models

  15. Can Vision-Language Models Judge Olympic Diving? From Reasoning to Scores in Zero-Shot Action Quality Assessment

    Sep 16, 2026Henry O. Velesaca, David Freire-Obregon, Luigi Miranda +1Sports ScienceMultimodal Evaluation

  16. GroundingVLN: Reasoning and Acting with Grounding for Vision-Language Navigation

    Sep 16, 2026Kailing Li, Yu Han, Tianwen Qian +4Vision-Language NavigationLarge Vision Language Models

  17. Not All Layers Need Tuning: Diagnosing and Directing Adaptation in Vision-Language-Action Models

    Sep 16, 2026Shahram Najam Syed, Arthur Jakobsson, Prayuj Sachdev +1Vision-Language Model AdaptationVision-Language-Action Models

  18. Anchoring What Matters: A Dual-Level Learning Framework for Visually-Grounded Multimodal Reasoning

    Sep 16, 2026Xinxin Song, Siyuan Li, Tingxiong Xiao +1Multimodal ReasoningLarge Vision Language Models

  19. CapMem: A Benchmark for Caption-Based Episodic Memory in Egocentric Video

    Sep 15, 2026Dingli Liang, Yiqiao Xie, Yukai Huang +6Video Question AnsweringEpisodic Experiences

  20. Tables Decoded: DELTA for Structure, TARQA for Understanding

    Sep 15, 2026Jahanvi Rajput, Dhruv Kudale, Saikiran Kasturi +2Tabular DataMultilingual

  21. Vroom-Vroom at SHROOM-Visions: A Multi-Judge Committee for Detecting Hallucinated Spans in Vision-Language Outputs

    Sep 15, 2026Toqeer Ehsan, Nico Penttilä, Richard Schmidt +2Robust Hallucination DetectionVision-Language

  22. Symmetry-Aware Likelihood-Orbit Aggregation for Selective Left-Right Claim Verification

    Sep 15, 2026Zhouzhi Xiong, Chuxi Zhang, Weizhen He +3Noisy Claim VerificationFrozen Vision-Language Models

  23. High-Fidelity Video Quality Assessment with VQA-Specific Saliency

    Sep 15, 2026Hakan Emre Gedik, Shashank Gupta, Alan BovikVideo QualityFine-Grained Video Understanding

  24. Efficient Quantization-Aware Distillation with Cross-Modal Alignment for Edge Vision-Language Models

    Sep 15, 2026Jinwoo Jeon, GyuYeop Do, Yubin Lim +4Cross-Modal DistillationLarge Vision Language Models

  25. ViD: Vision-Dominant Gender Bias Mitigation for Large Vision-Language Models

    Sep 15, 2026Zhipeng Zhao, Zhaoqiang Wei, Peishun Liu +2Large Vision Language ModelsGender Bias

  26. EgoPathBench: Evaluating Zero-Shot Egocentric Waypoint Decision-Making in Vision-Language Models

    Sep 15, 2026Yang Zhao, Zhuo Chen, Xubo YangVision-Language NavigationLarge Vision Language Models

  27. A Vision-Language Foundation Model for Precise and Comprehensive Brain Tumor Diagnosis from Preoperative Multimodal Data

    Sep 15, 2026Yinong Wang, Jianwen Chen, Zhou Chen +28Brain Tumor ClassificationGlioma

  28. SceneBench: A Hierarchical Benchmark for Vision-Language Understanding of 3D Scenes

    Sep 14, 2026Anubhav Khanal, Prabigya Acharya, Roshni Poudel +53D Spatial Reasoning3D Object Understanding

  29. Beyond Accuracy: Robustness, Cost, and Governance Trade-offs for Vision-Language Models in Templated Document Extraction

    Sep 14, 2026Kushal Patel, Pushkal Shrivastava, Mackenzie Lees +4Large Vision Language ModelsVisual Document Retrieval

  30. Human-Grounded Calibration for Long-Text Image-Text Congruence in Vision-Language Models

    Sep 14, 2026Alessandro Gambetti, Qiwei HanFrozen Vision-Language ModelsSemantic Similarity Metrics

  31. ViCo-SAM3: Vision-Conditioned Alignment for Open-Vocabulary Camouflaged Object Segmentation

    Sep 14, 2026Qiangqiang Zhou, Wenjun Tang, Yong Chen +2Open-VocabularyVision-Language Alignment

  32. Pre-PEFT Probing: Weight Statistics and Perturbation Robustness for Layer Selection in VLM Vision Encoders

    Sep 14, 2026Qingtao Xia, Jiahua Bao, Siyao Cheng +1Parameter-Efficient Fine-TuningFinetuning

  33. C2^2Nav: Compare Before You Commit for Zero-Shot Vision-and-Language Navigation

    Sep 14, 2026Runtian Zheng, Congpeng Zhang, Ying LiuVision-Language NavigationNavigation

  34. Validating Hybrid-State Cache Recovery for GLM-5.3-Flash with vLLM and LMCache

    Sep 14, 2026Frank LiVision-Language

  35. DementiaCare-Bench: A Modality-Validated Video Benchmark

    Sep 14, 2026Afrouz Sheikholeslami, Yuankai Qi, Xuyun Zhang +4CareAva-Vlm

  36. Assisted Spatial Cognition Through Vision-Language Models

    Sep 14, 2026H. Riaz, J. B. Fernandez, I. Mills +3Vision-Language NavigationAccessibility

  37. PhysBrain 1.5: From Vision-Language Models to Physical Foundation Models

    Sep 14, 2026DeepCybo Team, Yu Bin, Haipeng Cao +51Robot TrajectoriesLarge Vision Language Models

  38. Beyond Benchmarks: Using VLMs to Reveal Systematic Classification Failures Under Real World Conditions

    Sep 12, 2026Dieuwertje Alblas, Alma M. Liezenga, Jan Erik van Woerden +3Ava-VlmReal-World

  39. Can Edge-Deployable Vision-Language Models Identify Species?

    Sep 12, 2026William Zhou, Mayukha Siripuram, Xiao Yan +2Large Vision Language ModelsLife Sciences Research

  40. HALDETECT at ImageEval 2026 Shared Tasks: Answer-First Contrastive Grounding with QLoRA

    Sep 12, 2026Syed Mohaiminul Hoque, Md Sakhawat HossainHallucination DetectionVision Encoders

  41. Building py-kvcache: A Performance Characterization of External KV Caching for vLLM with NVMe SSDs

    Sep 11, 2026Joseph Kanichai, Tiziano De Matteis, Animesh TrivediKv-Cache BlocksKey-Value Cache

  42. BruNet: A Cross-Domain Transfer Framework for Bruise Segmentation

    Sep 11, 2026Qiming Wang, Richard J. Motley, Ebube E. Obi +2Skin Lesion ClassificationVision Encoders

  43. Why Is Video Still So Expensive? A Survey of Inference-Efficiency Mechanisms in Video and Audiovisual LLMs

    Sep 9, 2026Killian Steunou, Yannis Tevissen, Mounîm A. El YacoubiAudio-Visual ConsistencyVision Encoders

  44. On-Policy Distillation for Vision-Language Model Adaptation, an Effective Paradigm on Low-Quality Multimodal Data

    Sep 9, 2026Hongyuan Zhang, Xianda Guo, Yanlun Peng +6Vision-Language Model AdaptationOn-Policy Distillation

  45. From Pixels to Hierarchical Sequences: Quadtree Mask Encoding for Vision-Language Binary Change Detection

    Sep 9, 2026Xiao An, Ruikang Zhang, Chen Zhong +4Change DetectionLarge Vision Language Models

  46. GTA-2: A Multi-VLM Framework for Synthesizing Robot Manipulation Skills via Grounded Task Axes

    Sep 9, 2026M. Yunus Seker, Shobhit Aggarwal, Ruwan Wickramarachchi +2ManipulationAva-Vlm

  47. LogiScope-VQA: Benchmarking Vision-Language Models for Logistics Hazard Identification in Industrial Scenarios

    Sep 9, 2026Hanjing Zhou, Mingze Yin, Ying Lian +3Large Vision Language ModelsTextvqa

  48. Vision-language models know more about agriculture than they show and rubric-grounded verifications close the gap

    Sep 8, 2026Earl Ranario, Jared Smith, Lars Lundqvist +2Apple Tree Leaf Disease Segmentation DatasetAgricultural Landscapes

  49. Canonical Color as a Lens into Concept Decodability in Vision Encoders and VLMs

    Sep 8, 2026Xiaofu Chen, Stella Frank, Yova KementchedjhievaVision Encoders

  50. CASD: Chunk-Aligned Semantic Distillation for Multi-StageRobot Manipulation

    Sep 8, 2026Tinghe Ding, Jiahao Li, He WangAction ChunksGeneralizable Robotic Manipulations

  51. CLAMP: Constrained Decoding for Vision-Language Embodied Planning

    Sep 8, 2026Tianyi Ma, Parisa KordjamshidiClassical PlanningFrozen Vision-Language Models

  52. Towards Embodied Air-Ground Cooperative Object Search: Benchmark, Dataset and Agentic Method

    Sep 8, 2026Boao Yu, Zimo Chen, Junreng Rao +4Aerial Vision-Language NavigationLarge Vision Language Models

  53. Bridging the Semantic-Utility Gap in Multimodal RAG via Generator-in-the-Loop Alignment

    Sep 8, 2026Zhan-Lun Chang, Dong-Jun Han, Seyyedali Hosseinalipour +2Multi-Source Retrieval-Augmented GenerationVision-Language Alignment

  54. TDDN: Text-aligned Diffused DINO Network for Puzzle Understanding

    Sep 7, 2026Harsha Patnala, Debopriyo Banerjee, Ayush Sunil Munot +1Dinov3Large Vision Language Models

  55. Foundation Models for Generalizable Semantic and Goal-Oriented Communication

    Sep 7, 2026Boliang Liu, Wint Yi Poe, Riccardo Trivisonno +1Semantic CommunicationsVision Foundation Models

  56. VoT: Vision-of-Thought for Unified Multimodal Representation Alignment

    Sep 7, 2026Jingxiang Sun, Chao Liao, Zhengxiong Luo +6Vision-Language AlignmentMultimodal Alignment

  57. DroneGround: Open-Vocabulary Drone Payload Characterization Using Synthetic Data and Grounded Vision-Language Models

    Sep 7, 2026Ami Pandat, Rajasekhar Punna, Gopika Vinod +1Aerial DatasetUnmanned Aerial Vehicle Detection

  58. Parser-Free VLM Verification for Federated Weakly Supervised Video Anomaly Detection

    Sep 7, 2026Sébastien Thuau, Amira Gran, Siba Haidar +1Video Anomaly UnderstandingAva-Vlm

  59. Federated Binary Gating with Server-Side Vision-Language Inference for Surveillance Anomaly Classification

    Sep 7, 2026Côme-Alexis Puech, Sébastien Thuau, Amira Gran +3Video Anomaly UnderstandingFederated Learning

  60. Social Intuition vs. Machine Reasoning: Anticipating Human-Robot Interaction from multiple modalities

    Sep 7, 2026Raphael Lorenzo-Louis, Bertrand Luvison, Serena IvaldiHuman-Robot InteractionIntuition