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. Why Do Vision Language Models Struggle To Recognize Human Emotions?

    Apr 16, 2026Madhav Agarwal, Sotirios A. Tsaftaris, Laura Sevilla-Lara +1Vision-LanguageEmotion

  2. VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models

    Apr 16, 2026Huawei Ji, Yuanhao Sun, Yuan Jin +4Visual Token PruningHeterogeneous Pruning Scores

  3. UniDoc-RL: Coarse-to-Fine Visual RAG with Hierarchical Actions and Dense Rewards

    Apr 16, 2026Jun Wang, Shuo Tan, Zelong Sun +5Large Vision Language ModelsFine-Grained Perception

  4. ADAPT: Benchmarking Commonsense Planning under Unspecified Affordance Constraints

    Apr 16, 2026Pei-An Chen, Yong-Ching Liang, Jia-Fong Yeh +4AffordancesEmbodied Agents

  5. Reasoning Dynamics and the Limits of Monitoring Modality Reliance in Vision-Language Models

    Apr 16, 2026Danae Sánchez Villegas, Samuel Lewis-Lim, Nikolaos Aletras +1Large Vision Language ModelsLarge Reasoning Models

  6. Zero-Shot Retail Theft Detection via Orchestrated Vision Models: A Model-Agnostic, Cost-Effective Alternative to Trained Single-Model Systems

    Apr 16, 2026Haileab YagersewVision Foundation ModelsObject Detection

  7. Switch-KD: Visual-Switch Knowledge Distillation for Vision-Language Models

    Apr 16, 2026Haoyi Sun, Xiaoxiao Wang, Ning Mao +5Vision-LanguageKnowledge Distillation

  8. Learning Adaptive Reasoning Paths for Efficient Visual Reasoning

    Apr 16, 2026Yixu Huang, Tinghui Zhu, Muhao ChenVisual ReasoningLarge Vision Language Models

  9. CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space

    Apr 13, 2026Sohwi Lim, Lee Hyoseok, Jungjoon Park +1Composed Image RetrievalVision-Language

  10. Beyond Attention Scores: SVD-Based Vision Token Pruning for Efficient Vision-Language Models

    Apr 13, 2026Yvon Apedo, Martyna Poreba, Michal Szczepanski +1Visual Token PruningLarge Vision Language Models

  11. A Progressive Training Strategy for Embodied Vision-Language Models to Mitigate Spatio-Temporal Hallucinations

    Apr 12, 2026Xiaoda Yang, Shuai Yang, Can Wang +9Large Vision Language ModelsHallucinations

  12. Cross-Cultural Value Attribution in Large Vision-Language Models

    Apr 10, 2026Phillip Howard, Xin Su, Kathleen C. FraserLarge Language Model BiasStereotype Mitigation

  13. BLPR: Robust License Plate Recognition under Viewpoint and Illumination Variations via Confidence-Driven VLM Fallback

    Apr 10, 2026Guillermo Auza Banegas, Diego Calvimontes Vera, Natalia Condori Peredo +2License Plate Character DetectionIllumination

  14. Decompose, Look, and Reason: Reinforced Latent Reasoning for VLMs

    Apr 8, 2026Mengdan Zhu, Senhao Cheng, Liang ZhaoLatent Visual ReasoningLarge Vision Language Models

  15. Holistic Optimal Label Selection for Robust Prompt Learning under Partial Labels

    Apr 8, 2026Yaqi Zhao, Haoliang Sun, Yating Wang +2Candidate Label DistributionsFew-Shot Learning

  16. CodecSight: Leveraging Video Codec Signals for Efficient Streaming VLM Inference

    Apr 7, 2026Yulin Zou, Wenyan Chen, Yan Chen +6Video-Language ModelsVision Encoders

  17. Steerable Visual Representations

    Apr 2, 2026Jona Ruthardt, Manu Gaur, Deva Ramanan +2Visual RepresentationsVision Encoders

  18. IWP: Token Pruning as Implicit Weight Pruning in Large Vision Language Models

    Apr 1, 2026Dong-Jae Lee, Sunghyun Baek, Junmo KimVisual Token PruningVisual Tokens

  19. When Sinks Help or Hurt: Unified Framework for Attention Sink in Large Vision-Language Models

    Apr 1, 2026Jiho Choi, Jaemin Kim, Sanghwan Kim +2Large Vision Language ModelsCross-Modal Attention

  20. AMIGO: Agentic Multi-Image Grounding Oracle Benchmark

    Mar 30, 2026Min Wang, Ata MahjoubfarLarge Vision Language ModelsOracles

  21. LIBERO-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in VLA Models

    Mar 30, 2026Chanyoung Kim, Minwoo Kim, Minseok Kang +2Vision-Language-Action ModelsLarge Vision Language Models

  22. MOOZY: A Patient-First Foundation Model for Computational Pathology

    Mar 27, 2026Yousef Kotp, Vincent Quoc-Huy Trinh, Christopher Pal +1Pathology Foundation ModelsComputational Pathology

  23. Revealing Multi-View Hallucination in Large Vision-Language Models

    Mar 25, 2026Wooje Park, Insu Lee, Soohyun Kim +4Large Vision Language ModelsLarge Language Model Hallucination

  24. Can VLMs Reason Robustly? A Neuro-Symbolic Investigation

    Mar 25, 2026Weixin Chen, Antonio Vergari, Han ZhaoVision-LanguageVisual Reasoning

  25. CAPTCHA Solving for Native GUI Agents: Automated Reasoning-Action Data Generation and Self-Corrective Training

    Mar 23, 2026Yuxi Chen, Haoyu Zhai, Chenkai Wang +4Captcha-Capable Native Graphical User Interface AgentGraphical User Interface Agents

  26. UniMotion: A Unified Framework for Motion-Text-Vision Understanding and Generation

    Mar 23, 2026Ziyi Wang, Xinshun Wang, Shuang Chen +2Text-To-Motion GenerationUnified Multimodal Models

  27. Uncertainty-guided Compositional Alignment with Part-to-Whole Semantic Representativeness in Hyperbolic Vision-Language Models

    Mar 23, 2026Hayeon Kim, Ji Ha Jang, Junghun James Kim +1Large Vision Language Models

  28. ME-IQA: Memory-Enhanced Image Quality Assessment via Re-Ranking

    Mar 21, 2026Kanglong Fan, Tianhe Wu, Wen Wen +6Image Quality AssessmentLarge Vision Language Models

  29. HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction

    Mar 20, 2026Ruicheng Yuan, Zhenxuan Zhang, Anbang Wang +5PathologyMedical Vision-Language Models

  30. DriveVLM-RL: Neuroscience-Inspired Reinforcement Learning with Vision-Language Models for Safe and Deployable Autonomous Driving

    Mar 18, 2026Zilin Huang, Zihao Sheng, Zhengyang Wan +4Autonomous DrivingEfficient Vision-Language-Action Models

  31. FMMC: Harnessing the Power of Foundation Models for Accurate Material Classification

    Mar 18, 2026Qingran Lin, Fengwei Yang, Chaolun ZhuVision Foundation ModelsVision-Language

  32. Finite Difference Flow Optimization for RL Post-Training of Text-to-Image Models

    Mar 13, 2026David McAllister, Miika Aittala, Tero Karras +4Text-To-Image Diffusion ModelsReinforcement Learning Post-Training

  33. Neural Gate: Mitigating Privacy Risks in LVLMs via Neuron-Level Gradient Gating

    Mar 13, 2026Xiangkui Cao, Jie Zhang, Meina Kan +2Large Language Model SafetyLarge Vision Language Models

  34. BEVLM: Distilling Semantic Knowledge from LLMs into Bird's-Eye View Representations

    Mar 6, 2026Thomas Monninger, Shaoyuan Xie, Qi Alfred Chen +1Bird'S-Eye ViewAutonomous Driving

  35. Multimodal Behavior Tree Generation: A Small Vision-Language Model for Robot Task Planning

    Mar 6, 2026Riccardo Andrea Izzo, Cristiano Battistini, Gianluca Bardaro +1Large Vision Language ModelsRobot Planning

  36. Safe-Night VLA: Seeing the Unseen via Thermal-Perceptive Vision-Language-Action Models for Safety-Critical Manipulation

    Mar 5, 2026Dian Yu, Qingchuan Zhou, Bingkun Huang +2Generalizable Robotic ManipulationsLarge Vision Language Models

  37. Cultural Counterfactuals: Evaluating Cultural Biases in Large Vision-Language Models with Counterfactual Examples

    Mar 2, 2026Phillip Howard, Xin Su, Kathleen C. FraserLarge Language Model BiasLarge Vision Language Models

  38. I-Perceive: A Foundation Model for Vision-Language Active Perception

    Feb 28, 2026Yongxi Huang, Zhuohang Wang, Wenjing Tang +3Viewpoint-Dependent Active PerceptionPerceptual Understanding

  39. Imagination Helps Visual Reasoning, But Not Yet in Latent Space

    Feb 26, 2026You Li, Chi Chen, Yanghao Li +4Latent Visual ReasoningVisual Reasoning

  40. How to Train Your Long-Context Visual Document Model

    Feb 16, 2026Austin VeselkaEfficient Long-Context InferenceLarge Vision Language Models

  41. AGMark: Attention-Guided Dynamic Watermarking for Large Vision-Language Models

    Feb 10, 2026Yue Li, Xin Yi, Dongsheng Shi +3WatermarksWatermarking

  42. Robustness of Vision Language Models Against Split-Image Harmful Input Attacks

    Feb 8, 2026Md Rafi Ur Rashid, MD Sadik Hossain Shanto, Vishnu Asutosh Dasu +1Large Vision Language ModelsAdversarial Jailbreaks

  43. SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs

    Feb 6, 2026Niccolo Avogaro, Nayanika Debnath, Li Mi +6Large Vision Language ModelsVisual Reasoning

  44. Stage-wise Attention-Guided Region Sequencing for Adversarial Attacks on Large Vision-Language Models

    Feb 4, 2026Jaehyun Kwak, Nam Cao, Boryeong Cho +3Adversarial ExamplesLarge Vision Language Models

  45. Model Specific Task Similarity for Vision Language Model Selection via Layer Conductance

    Feb 1, 2026Wei Yang, Hong Xie, Tao Tan +3Vision-LanguageModel Selection

  46. A Comparative Evaluation of Large Vision-Language Models for 2D Object Detection under SOTIF Conditions

    Jan 30, 2026Ji Zhou, Yilin Ding, Yongqi Zhao +4Large Vision Language ModelsObject Detection

  47. Gated Relational Alignment via Confidence-based Distillation for Efficient VLMs

    Jan 30, 2026Yanlong Chen, Amirhossein Habibian, Luca Benini +1Large Vision Language ModelsLarge Language Model Quantization

  48. STORM: Slot-based Task-aware Object-centric Representation for robotic Manipulation

    Jan 28, 2026Alexandre Chapin, Emmanuel Dellandréa, Liming ChenGeneralizable Robotic ManipulationsObject-Centric Learning

  49. LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR

    Jan 20, 2026Said Taghadouini, Adrien Cavaillès, Baptiste AubertinDeepseek-OcrOptical Character Recognition

  50. VENI: Variational Encoder for Natural Illumination

    Jan 20, 2026Paul Walker, James A. D. Gardner, Andreea Ardelean +2Inverse RenderingVariational Autoencoder

  51. Visual-Language-Guided Task Planning for Horticultural Robots

    Jan 17, 2026Jose Cuaran, Kendall Koe, Aditya Potnis +2Agricultural RobotsLarge Vision Language Models

  52. From One-to-One to Many-to-Many: Dynamic Cross-Layer Injection for Deep Vision-Language Fusion

    Jan 15, 2026Cheng Chen, Yuyu Guo, Pengpeng Zeng +4Large Vision Language ModelsVision Encoders

  53. Zoom-IQA: Image Quality Assessment with Reliable Region-Aware Reasoning

    Jan 6, 2026Guoqiang Liang, Jianyi Wang, Zhonghua Wu +2Image Quality AssessmentLarge Vision Language Models

  54. NarrativeTrack: Evaluating Entity-Centric Reasoning for Narrative Understanding

    Jan 3, 2026Hyeonjeong Ha, Jinjin Ge, Bo Feng +2Video Multimodal Large Language ModelsNarratives

  55. StereoVLA: Enhancing Vision-Language-Action Models with Stereo Vision

    Dec 26, 2025Shengliang Deng, Mi Yan, Yixin Zheng +7Vision-Language-Action ModelsVision Encoders

  56. PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology

    Dec 19, 2025Fengchun Liu, Songhan Jiang, Linghan Cai +2Whole-Slide ImagesComputational Pathology

  57. From Words to Wavelengths: VLMs for Few-Shot Multispectral Object Detection

    Dec 17, 2025Manuel Nkegoum, Minh-Tan Pham, Élisa Fromont +2Real-World Mixed SpectraLarge Vision Language Models

  58. Parameter Efficient Multimodal Instruction Tuning for Romanian Vision Language Models

    Dec 16, 2025George-Andrei Dima, Răzvan-Alexandru Smădu, Dumitru-Clementin CercelLarge Vision Language ModelsQwen3-Embedding-8B

  59. Improving Semantic Uncertainty Quantification in LVLMs with Semantic Gaussian Processes

    Dec 16, 2025Joseph Hoche, Andrei Bursuc, David Brellmann +4Large Language Model UncertaintyLarge Vision Language Models

  60. Efficient-VLN: A Simple yet Strong Baseline for Efficient Vision-Language Navigation

    Dec 11, 2025Duo Zheng, Shijia Huang, Yanyang Li +1Vision-Language NavigationLarge Vision Language Models