Vision-Language Models

Also known as VLM

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55 papers in the last four weeks, up 120% on the four weeks before. 0.5% of all new papers.

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  1. LaViSA: A Language and Vision Structural Ambiguity Benchmark

    Jun 17, 2026Lee Sangmyeong, Shun Inadumi, Koichiro YoshinoVLM EvaluationVision-Language Models

    1Nara Institute of Science and Technology · 2Guardian Robot Project RIKEN · 3The University of Osaka

  2. Seeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy Self-Distillation

    Jun 17, 2026Sihan Wang, Xiyao Liu, Lianqing Liu +1Vision-Language ModelsOn-Policy Self-Distillation

    State Key Laboratory of Robotics and Intelligent Systems, Shenyang Institute of Automation, Chinese Academy of Sciences

  3. AMALIA-VL: A Native European Portuguese Open-Source Vision and Language Model

    Jun 17, 2026Diogo Glória-Silva, João Cardeira, Manuel Letras da Luz +8Vision-Language ModelsLarge Vision-Language Models

    1NOVA School of Science and Technology · 2NOVA LINCS

  4. ReSiReg: Towards Spatially Consistent Semantics in Language-Conditioned Robotic Tasks

    Jun 17, 2026Simon Schwaiger, David Seyser, Alessandro Scherl +2Vision-Language ModelsVision-Language Grounding

    Graz University of Technology, Institute of Software Engineering and Artificial Intelligence · University of Applied Sciences Technikum Wien, Department of Industrial Engineering · 1Graz University of Technology, Institute of Software Engineering and Artificial Intelligence +2

  5. Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: From Evaluation to Diagnosis

    Jun 17, 2026Hong-Tao Yu, Chen-Wei Xie, Yuxin Peng +2VLM EvaluationVLM Robustness

    School of Computer Science and Engineering, Southeast University, China · Alibaba Group · Wangxuan Institute of Computer Technology, National Key Laboratory for Multimedia Information Processing, Peking University, China +2

  6. Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification

    Jun 17, 2026Nan Zhou, Ke Zou, Meng Liu +5Hallucination Detection in VLMsVision-Language Models

    the College of Computer Science, Sichuan University. · Yong Loo Lin School of Medicine, National University of Singapore. · National Key Laboratory of Autonomous Intelligent Unmanned Systems, Beijing2026 Institute of Technology. +2

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

    Jun 16, 2026Dongyue Lu, Rong Li, Ao Liang +6Autonomous Driving DatasetsEvent-Based Vision

    NUS · IPAL, CNRS IRL 2955, Singapore · HKUST(GZ) +4

  8. MLLMs Get It Right, Then Get It Wrong: Tracing and Correcting Late-Layer Textual Bias

    Jun 16, 2026Xingming Li, Ao Cheng, Qiyao Sun +4VLM RobustnessVision-Language Models

    National University of Defense Technology, changsha, China · 2Chinese University of Hong Kong, Shenzhen, China · 3Intelligent Game and Decision Lab, Beijing, China

  9. Attention Alignment Between Humans and Vision-Language Models

    Jun 16, 2026Isaac R. Christian, Udith Haputhanthrige, Hanna Hornfeld +4VLM EvaluationVisual Attention

    Princeton Neuroscience Institute, Princeton University · Department of Psychology, Princeton University · Department of Computer Science, Princeton University +2

  10. Visuals Lie, Consistency Speaks: Disentangling Spatial Attention from Reliability in Vision-Language Models

    Jun 16, 2026Logan Mann, Yi Xia, Ajit Saravanan +6VLM EvaluationVLM Robustness

    Algoverse AI Research · University of California, Santa Barbara · University of California, Berkeley +1

  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 +2VLM EvaluationVLM Robustness

    Department of Medical Informatics, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands. · Amsterdam Public Health, Methodology, Amsterdam, The Netherlands. · MaiNLP, Center for Information and Language Processing, LMU Munich, Germany. +1

  12. OneFocus: Enabling Real-World X-ray Security Screening with a Unified Vision-Language Model

    Jun 14, 2026Jiali Wen, Hongxia Gao, Litao Li +4Visual Question AnsweringVision-Language Models

    2South China University of Technology · 1Xi’an Jiaotong University · 3Shenzhen Loop Area Institute +1

  13. S2^2COPE: Self-Supervised Concept Discovery via Preference Learning

    Jun 12, 2026Shilong Xiang, Zirui Zhang, Chengzhi MaoVision-Language ModelsSelf-Supervised Learning

    Rutgers University

  14. Mirage Probes: How Vision Models Fake Visual Understanding

    Jun 11, 2026Daniel Ben-Levi, Judah Goldfeder, Weiliang Zhao +5Vision-Language ModelsVLM Interpretability

    Columbia University · Intuit · Technion +2

  15. Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality

    Jun 11, 2026Wei Li, Zhen Huang, Xinmei TianCross-Modal LearningVision-Language Models

    MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China · Independent Researcher

  16. The Vision Encoder as a Privacy Boundary: Visual-Token Side Channels in Encoder-Free Vision-Language Models

    Jun 10, 2026Chenyu Zhou, Qiliang Jiang, Shuning Wu +1Vision-Language ModelsAdversarial Attacks

    School of Engineering, Institute of Science Tokyo Tokyo, Japan · College of Control Science and Engineering, Zhejiang University Hangzhou, China · Department of Electrical and Computer Engineering, National University of Singapore Singapore, Singapore

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

    Jun 9, 2026Yinglong Yan, Yunkai Yang, Haoyi Wang +7Remote Sensing Image UnderstandingVision-Language Models

    school of Artificial Intelligence and Robotics, Hunan University, Changsha 410082, China · Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong · Department of Geomatics Engineering, Changsha University of Science and Technology, Changsha 410114, China +1

  18. Do Vision-Language Models See or Guess? Measuring and Reducing Textual-Prior Reliance with a Phrasing-Controlled Benchmark

    Jun 9, 2026Pratham Singla, Shivank Garg, Vihan Singh +1VLM EvaluationVision-Language Models

    Lossfunk · Indian Institute of Technology Roorkee · Raeth AI

  19. Density Ridge Selective Prediction for LLM and VLM Hallucination Detection under Calibration Label Scarcity

    Jun 8, 2026Nina I. ShamsiHallucination Detection in VLMsVision-Language Models

    Northeastern University Boston, United States

  20. Zero-Shot Semantic Re-Identification for Autonomous Driving: A VLM Baseline Study

    Jun 8, 2026Eduardo Borges, Manuel Abreu, Luís Garrote +1VLM EvaluationVision-Language Models

    Institute of Systems and Robotics, University of Coimbra, Coimbra, Portugal

  21. An Effective Router for Vision-Language Model Selection

    Jun 8, 2026Can Wang, Shengwei Wang, Bolin Zhang +2Vision-Language Models

    Harbin Institute of Technology Harbin, China · Harbin Institute of Technology Shandong Key Laboratory of Digital Service Computing Technology and Systems Harbin, China

  22. Failure-Aware Refinement of Vision-Language Model for Lithography Defect Detection

    Jun 8, 2026Pangyun Jeong, Jiyeong Kong, Yuehua Hu +2Vision-Language ModelsVLM Adaptation

    1HYU-KITECH Joint Department, Hanyang University, Ansan, 15588, Korea · 4Korea Institute of Industrial Technology, Ansan, 15588, Korea · 2Micro/Nano System Department, Korea University, Seoul 02841, Korea +1

  23. 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 ModelsUnsupervised Domain Adaptation

    School of Computer Science and Technology and the Ministry of Education Key Lab for Intelligent Networks and Network Security, Xi’an Jiaotong University, Xi’an, Shaanxi 710049, China · School of Information Science and Technology, Yunnan Normal University, Chenggong, Kunming, Yunnan 650500, China · School of Telecommunications Engineering, Xidian University, Xi’an 710071, China +1

  24. Vision-Language Asymmetry in Bistable Image Captioning

    Jun 6, 2026Arohan AgateImage CaptioningVision-Language Models

    University of Washington.

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

    Jun 5, 2026Marcelo Sartori Locatelli, Fernando Tonucci, Jea Kwon +5Vision-Language ModelsGeospatial Representation Learning

    Max Planck Institute for Security and Privacy (MPI-SP), Bochum, Germany · Universidade Federal de Minas Gerais, Belo Horizonte, Brazil · Changwon National University, Changwon, South Korea +1

  26. NAVI-Orbital: First In-Orbit Demonstration of a Zero-Shot Vision-Language Model for Autonomous Earth Observation

    Jun 5, 2026Juan Manuel Delfa Victoria, Taran Cyriac John, Andrew W. HersonRemote Sensing Image UnderstandingVision-Language Models

    Jet Propulsion Laboratory California Institute of Technology Pasadena, CA, USA · School of Engineering and Computer Science Victoria University of Wellington Wellington 6140, New Zealand · Loft Orbital 321 11th St, San Francisco, CA 94103

  27. Anchored, Not Graded: Vision-Language Models Fail at Slant-from-Texture Perception

    Jun 4, 2026Qian Zhang, Michal Golovanevsky, Fulvio Domini +1VLM EvaluationVision-Language Models

    Brown University Computer Science · Harvard University · Brown University Cognitive Science

  28. DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models

    Jun 4, 2026Zhuoming Liu, Jinhong Lin, Kwan Man Cheng +3Vision-Language ModelsVLM Adaptation

    University of Wisconsin–Madison · 2West Lafayette Jr./Sr. High School

  29. Seeing Time: Benchmarking Chronological Reasoning and Shortcut Biases in Vision-Language Models

    Jun 4, 2026Haoyu Zhou, Qing Qing, Caichong Li +6VLM EvaluationVision-Language Models

    College of Computer Science and Technology, Jilin University, Changchun 130012, China · College of Computing and Data Science, Nanyang Technological University, 639798, Singapore · School of Computer Science, Wuhan University, China +1

  30. Would you still call this Dax? Novel Visual References in VLMs and Humans

    Jun 3, 2026Ada Defne Tür, Gaurav Kamath, Joyce Chai +2VLM EvaluationVision-Language Models

    McGill University · Mila Quebec AI Institute · University of Michigan - Ann Arbor +1