Large Vision Language Models

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Period ending 2026-09-21

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  1. FineState-Bench: Benchmarking State-Conditioned Grounding for Fine-grained GUI State Setting

    Apr 30, 2026Fengxian Ji, Jingpu Yang, Zirui Song +5Graphical User InterfaceExplicit Visual Grounding

  2. The Effects of Visual Priming on Cooperative Behavior in Vision-Language Models

    Apr 30, 2026Kenneth J. K. OngVision-LanguagePriming

  3. Dynamic Cluster Data Sampling for Efficient and Long-Tail-Aware Vision-Language Pre-training

    Apr 30, 2026Mingliang Liang, Zhuoran Liu, Arjen P. de Vries +1Large Vision Language Models

  4. Auditing Frontier Vision-Language Models for Trustworthy Medical VQA: Grounding Failures, Format Collapse, and Domain Adaptation

    Apr 30, 2026Xupeng Chen, Binbin Shi, Chenqian Le +5Medical Visual Question AnsweringTextvqa

  5. VibroML: an automated toolkit for high-throughput vibrational analysis and dynamic instability remediation of crystalline materials using machine-learned potentials

    Apr 30, 2026Rogério Almeida Gouvêa, Gian-Marco RignaneseInteratomic PotentialsSpectra

  6. Revealing the Impact of Visual Text Style on Attribute-based Descriptions Produced by Large Visual Language Models

    Apr 30, 2026Xiaomeng Wang, Martha Larson, Zhengyu ZhaoLarge Vision Language ModelsNatural Language Descriptions

  7. Understanding Adversarial Transferability in Vision-Language Models for Autonomous Driving: A Cross-Architecture Analysis

    Apr 30, 2026David Fernandez, Pedram MohajerAnsari, Amir Salarpour +1Autonomous DrivingLarge Vision Language Models

  8. InterPartAbility: Phrase-Region Grounding for Interpretable Text-to-Image Person Re-Identification

    Apr 29, 2026Shakeeb Murtaza, Aryan Shukla, Rajarshi Bhattacharya +2Re-IdentificationVision-Language Model Grounding

  9. Three-Step Nav: A Hierarchical Global-Local Planner for Zero-Shot Vision-and-Language Navigation

    Apr 29, 2026Wanrong Zheng, Yunhao Ge, Laurent IttiVision-Language NavigationLarge Vision Language Models

  10. Unifying Sparse Attention with Hierarchical Memory for Scalable Long-Context LLM Serving

    Apr 29, 2026Zihan Zhao, Baotong Lu, Shengjie Lin +8Dynamic Sparse AttentionGraphics Processing Unit Memory

  11. Progressive Semantic Communication for Efficient Edge-Cloud Vision-Language Models

    Apr 29, 2026Cyril Shih-Huan Hsu, Wig Yuan-Cheng Cheng, Chrysa PapagianniEdge ComputingLarge Vision Language Models

  12. A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows

    Apr 29, 2026Yuxuan Han, Yuanxing Zhang, Yushuo Wang +3Visual Document RetrievalAva-Vlm

  13. Delineating Knowledge Boundaries for Honest Large Vision-Language Models

    Apr 29, 2026Junru Song, Yimeng Hu, Yijing Chen +4Large Vision Language ModelsLarge Language Model Hallucination

  14. Topology-Aware Representation Alignment for Semi-Supervised Vision-Language Learning

    Apr 29, 2026Junwon You, Mihyun Jang, Sangwoo Mo +1Multimodal AlignmentLarge Vision Language Models

  15. CheXthought: A global multimodal dataset of clinical chain-of-thought reasoning and visual attention for chest X-ray interpretation

    Apr 29, 2026Sonali Sharma, Jin Long, George Shih +7Chest X-RayMedical Vision-Language Models

  16. Beyond Shortcuts: Mitigating Visual Illusions in Frozen VLMs via Qualitative Reasoning

    Apr 29, 2026Hao Guo, Fei Wang, Junjie Chen +4Frozen Vision-Language ModelsLarge Vision Language Models

  17. HOI-aware Adaptive Network for Weakly-supervised Action Segmentation

    Apr 29, 2026Runzhong Zhang, Suchen Wang, Yueqi Duan +3Temporal Action SegmentationFine-Grained Video Understanding

  18. ViBE: Visual-to-M/EEG Brain Encoding via Spatio-Temporal VAE and Distribution-Aligned Projection

    Apr 29, 2026Ganxi Xu, Zhao-Rong Lai, Yuting Tang +6Vision EncodersVariational Autoencoder

  19. Beyond Screenshots: Evaluating VLMs' Understanding of UI Animations

    Apr 28, 2026Chen Liang, Xirui Jiang, Naihao Deng +2Ava-VlmUser Interface

  20. Instruction-Evidence Contrastive Dual-Stream Decoding for Grounded Vision-Language Reasoning

    Apr 28, 2026Yashwant Pravinrao Bangde, Debaditya RoyLarge Vision Language ModelsVision-Language

  21. Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models

    Apr 28, 2026Chengsheng Zhang, Chenghao Sun, Xinyan Jiang +2Large Language Model HallucinationHallucination Mitigation

  22. LatentDiff: Scaling Semantic Dataset Comparison to Millions of Images

    Apr 28, 2026James Flora, Kowshik Thopalli, Akshay R. Kulkarni +2Vision EncodersNeural Scaling Laws

  23. DRAGON: A Benchmark for Evidence-Grounded Visual Reasoning over Diagrams

    Apr 28, 2026Anirudh Iyengar Kaniyar Narayana Iyengar, Tampu Ravi Kumar, Gaurav Najpande +4DiagramsVisual Reasoning

  24. Dino-NestedUNet: Unlocking Foundation Vision Encoders for Pathology Tumor Bulk Segmentation via Dense Decoding

    Apr 27, 2026Tianyang Wang, Ziyu Su, Abdul Rehman Akbar +7U-NetDinov3

  25. Retrieval-Guided Generation for Safer Histopathology Image Captioning

    Apr 27, 2026Md. Enamul Hoq, Wataru Uegami, Saghir Alfasly +6Medical Vision-Language ModelsMedical Image Generation

  26. Interactive Episodic Memory with User Feedback

    Apr 27, 2026Nikesh Subedi, Loris Bazzani, Ziad Al-HalahEpisodic MemoryFeedback Learning

  27. Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

    Apr 27, 2026Zhiheng Liu, Weiming Ren, Xiaoke Huang +12Unified Multimodal ModelsVision Encoders

  28. Improving Vision-language Models with Perception-centric Process Reward Models

    Apr 27, 2026Yingqian Min, Kun Zhou, Yifan Li +6Large Vision Language ModelsReliable Medical Process-Level Reward Model Evaluation Framework

  29. PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model

    Apr 27, 2026Sinin Zhang, Yunfei Xie, Yuxuan Cheng +2Large Vision Language ModelsVisual Reasoning

  30. AutoGUI-v2: A Comprehensive Multi-Modal GUI Functionality Understanding Benchmark

    Apr 27, 2026Hongxin Li, Xiping Wang, Jingran Su +4Graphical User InterfaceMultimodal Agents

  31. Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs

    Apr 27, 2026Byeonggeuk Lim, JungMin Yun, Junehyoung Kwon +2Large Language Model HallucinationHallucination Mitigation

  32. FreqCache: Accelerating Embodied VLN Models with Adaptive Frequency-Guided Token Caching

    Apr 27, 2026Zihao Zheng, Xingyue Zhou, Zhihao Mao +7Vision-Language NavigationVision-Language

  33. Structural Pruning of Large Vision Language Models: A Comprehensive Study on Pruning Dynamics, Recovery, and Data Efficiency

    Apr 27, 2026Yiran Huang, Lukas Thede, Massimiliano Mancini +2Large Language Model CompressionLarge Vision Language Models

  34. SycoPhantasy: Quantifying Sycophancy and Hallucination in Small Open Weight VLMs for Vision-Language Scoring of Fantasy Characters

    Apr 27, 2026Arya Shah, Deepali Mishra, Chaklam SilpasuwanchaiVision-LanguageSycophancy

  35. See Further, Think Deeper: Advancing VLM's Reasoning Ability with Low-level Visual Cues and Reflection

    Apr 27, 2026Zhiheng Wu, Tong Wang, Shuning Wang +2Large Vision Language ModelsReflections

  36. M2M^2-VLA: Boosting Vision-Language Models for Generalizable Manipulation via Layer Mixture and Meta-Skills

    Apr 27, 2026Siyao Xiao, Yuhong Zhang, Zhifang Liu +9Generalizable Robotic ManipulationsLarge Vision Language Models

  37. MemeScouts@LT-EDI 2026: Asking the Right Questions -- Prompted Weak Supervision for Meme Hate Speech Detection

    Apr 27, 2026Ivo Bueno, Lea Hirlimann, Enkelejda KasneciHate SpeechMemes

  38. Jailbreaking Frontier Foundation Models Through Intention Deception

    Apr 27, 2026Xinhe Wang, Katia Sycara, Yaqi XieLarge Language Model JailbreaksJailbreaks

  39. SMoES: Soft Modality-Guided Expert Specialization in MoE-VLMs

    Apr 27, 2026Zi-Hao Bo, Yaqian Li, Anzhou Hou +6Large Vision Language ModelsPoint-Vlms

  40. GoClick: Lightweight Element Grounding Model for Autonomous GUI Interaction

    Apr 27, 2026Hongxin Li, Yuntao Chen, Zhaoxiang ZhangGraphical User InterfaceVision-Language Model Grounding

  41. MIRAGE: A Micro-Interaction Relational Architecture for Grounded Exploration in Multi-Figure Artworks

    Apr 26, 2026Jui-Cheng Chiu, Yu-Chao Wang, Shengyang Luo +4Explicit Visual GroundingVisual Storytelling

  42. Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference

    Apr 26, 2026Xiaowei Mao, Bowen Sui, Weijie Zhang +7Video Anomaly UnderstandingAnomaly Detection

  43. Agri-CPJ: A Training-Free Explainable Framework for Agricultural Pest Diagnosis Using Caption-Prompt-Judge and LLM-as-a-Judge

    Apr 26, 2026Wentao Zhang, Qi Zhang, Mingkun Xu +6Agricultural LandscapesRemote Sensing Image Change Captioning

  44. Reading in the Dark: Low-light Scene Text Recognition

    Apr 26, 2026Xuanshuo Fu, Lei Kang, Ernest Valveny +2Low-Light ImagesScene Text Recognition

  45. PushupBench: Your VLM is not good at counting pushups

    Apr 25, 2026Shengzhi Li, Jiarun Chen, Karun Sharma +2Video UnderstandingCounting

  46. Learning from Imperfect Text Guidance: Robust Long-Tail Visual Recognition with High-Noise Label

    Apr 25, 2026Mengke Li, Haiquan Ling, Yiqun Zhang +2Noisy LabelsLarge Vision Language Models

  47. Breaking Lock-In: Preserving Steerability under Low-Data VLA Post-Training

    Apr 25, 2026Suning Huang, Jiaqi Shao, Ke Wang +5Vision-Language-Action ModelsFrozen Vision-Language Models

  48. Cross-Stage Coherence in Hierarchical Driving VQA: Explicit Baselines and Learned Gated Context Projectors

    Apr 24, 2026Gautam Kumar Jain, Carsten Markgraf, Julian StählerAva-VlmNatural Language Inference

  49. Selective Contrastive Learning For Gloss Free Sign Language Translation

    Apr 24, 2026Changhao Lai, Rui Zhao, Xuewen Zhong +2Sign Language RecognitionContrastive Alignment

  50. CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution

    Apr 24, 2026Xiangxi Zheng, Kuang He, Jiayi Hu +6Code GenerationVision-Language

  51. Sum-of-Checks: Structured Reasoning for Surgical Safety with Large Vision-Language Models

    Apr 24, 2026Weiqiu You, Cassandra Goldberg, Amin Madani +2Medical Vision-Language ModelsGradient Surgery

  52. When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs

    Apr 23, 2026Pegah Khayatan, Jayneel Parekh, Arnaud Dapogny +3Large Language Model HallucinationLarge Vision Language Models

  53. From Codebooks to VLMs: Evaluating Automated Visual Discourse Analysis for Climate Change on Social Media

    Apr 23, 2026Katharina Prasse, Steffen Jung, Isaac Bravo +4Social MediaLarge Vision Language Models

  54. Ramen: Robust Test-Time Adaptation of Vision-Language Models with Active Sample Selection

    Apr 23, 2026Wenxuan Bao, Yanjun Zhao, Xiyuan Yang +1Vision-Language Model AdaptationStable Test-Time Adaptation

  55. Seeing Isn't Believing: Uncovering Blind Spots in Evaluator Vision-Language Models

    Apr 23, 2026Mohammed Safi Ur Rahman Khan, Sanjay Suryanarayanan, Tushar Anand +1Large Vision Language ModelsBlind Spots

  56. VG-CoT: Towards Trustworthy Visual Reasoning via Grounded Chain-of-Thought

    Apr 23, 2026Byeonggeuk Lim, Kyeonghyun Kim, JungMin Yun +1Large Vision Language ModelsVisual Reasoning

  57. Symbolic Grounding Reveals Representational Bottlenecks in Abstract Visual Reasoning

    Apr 23, 2026Mohit Vaishnav, Tanel TammetVisual ReasoningLarge Vision Language Models

  58. SpatiO: Adaptive Test-Time Orchestration of Vision-Language Agents for Spatial Reasoning

    Apr 23, 2026Chan Yeong Hwang, Miso Choi, Sunghyun On +2Spatial ReasoningMulti-Agent Reasoning

  59. Reinforcing 3D Understanding in Point-VLMs via Geometric Reward Credit Assignment

    Apr 23, 2026Jingkun Chen, Ruoshi Xu, Mingqi Gao +23D RepresentationSpatial Reasoning

  60. Weighting What Matters: Boosting Sample Efficiency in Medical Report Generation via Token Reweighting

    Apr 22, 2026Alexander Weers, Daniel Rueckert, Martin J. MentenMedical Vision-Language ModelsMedical Report Generation