Large Vision Language Models

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Period ending 2026-09-21

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  1. An Interactive Vision Language Platform for Cognitive Remediation in Schizophrenia

    Jul 21, 2026Nassira Ait Mehdi, Milissa Temmam, Slimane LarabiRehabilitationLarge Vision Language Models

  2. BLUE: Semantics-Preserving Video Compression for Efficient Vision-Language Surveillance Analytics

    Jul 21, 2026Shubham Baid, Akash James, Sahil Chachra +2Neural Video CodecsVideo Surveillance

  3. PathAgentBench: Benchmarking Evidence-Seeking Vision-Language Models on Whole-Slide Pathology Image

    Jul 21, 2026Dankai Liao, Tianyi Zhang, Yufeng Wu +6Whole-Slide ImagesPathology Foundation Models

  4. One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models

    Jul 21, 2026Jiayi Yang, Yifang Chen, Yuanfu Sun +2Cross-Modal AttentionLarge Vision Language Models

  5. Context-structured Video Anomaly Detection with Large Vision-Language Models

    Jul 21, 2026Dongjun Kim, Changjae Oh, Andrea Cavallaro +1Video Anomaly UnderstandingAnomalous Frame Detection

  6. Mitigating Modality and Language-Style Gaps for Zero-Shot Video Moment Retrieval

    Jul 21, 2026Jihyun Lee, Cheol-Ho Cho, Woojin Jun +2Large Vision Language ModelsModality Gap

  7. Dual Adversarial Fine-tuning for Enhancing Robustness of Large Vision Language Model

    Jul 21, 2026Sibo Wang, Jie Zhang, Shiguang Shan +2Large Vision Language ModelsAdversarial Transferability

  8. OPD-IAD: From Language Judgment to Industrial Anomaly Detection via On-Policy Self-Distillation

    Jul 21, 2026Shuimu Chen, Jing Jin, Nan Su +5Vision-Language AlignmentRp-Opsd

  9. GLID: Gated Local Intrinsic Dimension Repairs the Blind Spots of Face-Forgery Detectors

    Jul 21, 2026Guang Yang, Fengchen LiuFace Forgery DetectionGenerative Adversarial Network

  10. Bounding Boxes to Improve Small Language Model Performance on Vision-Based Grading Tasks

    Jul 21, 2026Lachlan McGinnessSmall Language ModelsLarge Vision Language Models

  11. MissingBench-Verified: Probing Vision-Language Models' Inability to Detect Missing Object Parts

    Jul 21, 2026Wenqi Marshall Guo, Qingyun Qian, Shiyu Zhou +2Large Vision Language ModelsVisual Perception

  12. scMIR: a vision-language foundation model for single-cell light microscopy image representation

    Jul 21, 2026Yifan Shang, Jiahui Tan, Xiangxiang Zeng +1Vision-Language

  13. Anticipate Before Acting: Future-State-Conditioned Vision-Language Navigation

    Jul 20, 2026Lingfeng Zhang, Zhanguang Zhang, Liheng Ma +2Vision-Language NavigationLarge Vision Language Models

  14. StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design

    Jul 20, 2026Yin Wang, Haotian Hu, Jineng Han +4Large Vision Language ModelsHuawei

  15. ST-Veto: Spatio-Temporal Token Veto for Diffusion MLLMs via Taylor Prediction and Visual Grounding

    Jul 20, 2026Keuntae Kim, Beomseok Lee, Hyunwoo Kim +1Diffusion Language ModelsLatent Reasoning Tokens

  16. PRiSM: Prototype Regularization for Few-Shot VLMs

    Jul 20, 2026Ghassen Baklouti, Omprakash Chakraborty, Jose Dolz +1Few-Shot LearningLarge Vision Language Models

  17. PGN: Design and Implementation of a Vision-Language Navigation System Based on Pangu Multimodal Foundation Model

    Jul 20, 2026Li Xian, Mingxi Li, Yizheng Wang +3Vision-Language NavigationVision Encoders

  18. Reasoning as a Double-Edged Sword: Architecture and Cross-Stage Robustness in Vision-Language-Action Models

    Jul 20, 2026Tuan Duong Trinh, Naveed Akhtar, Basim AzamLarge Vision Language ModelsVision-Language-Action Models

  19. VLN-AVP: Zero-Shot Vision-Language Navigation with Hybrid Long-Short-Term Memory for Autonomous Valet Parking

    Jul 20, 2026Yijian Li, Xiangru Mu, Changze Li +7Vision-Language NavigationAutonomous Driving

  20. DA-MergeLoRA: Hypernetwork-Based LoRA Merging for Few-Shot Test-Time Domain Adaptation

    Jul 20, 2026Siobhan Reid, Zhixiang Chi, Li Gu +3Domain AdaptationLow-Rank Adaptation

  21. SkyVLaM: Multimodal Large Language Model for UAV Video Understanding in Remote Sensing

    Jul 19, 2026Kaiwen Jing, Ruixu Jia, Bingyao Li +3Video Object SegmentationAerial Dataset

  22. LenGuard-GPC: Length Guarding with Guided-Prompt Consistency for Spatial Reasoning Reinforce Learning

    Jul 19, 2026Xingjian Tao, Yiwei Wang, Yujun Cai +1Spatial ReasoningLarge Vision Language Models

  23. Searching for Task-Specific Vision Paths: Evolutionary Block Pruning Across Vision-Language Models

    Jul 19, 2026Tarun TomarLarge Vision Language ModelsPoint-Vlms

  24. G2-Nav: Grounded and Guarded Vision-Language Costmaps for Robot Social Navigation

    Jul 18, 2026Yuwen Liao, Yihang Lan, Yizhuo Yang +4Social Robot NavigationAutonomous Navigation

  25. Look Clearly Before Answering: Mitigating Hallucinations in LVLMs via Saliency-Driven Perceptual Realignment

    Jul 18, 2026Pengxu Chen, Yao Zhu, Guangming Zhu +4Large Language Model HallucinationHallucination Mitigation

  26. FUSAR-R1: A Large-Scale Reasoning Model for Intelligent Interpretation of SAR Images

    Jul 18, 2026Yi Yang, Xiaokun Zhang, Yuxuan Li +3Synthetic Aperture RadarLarge Vision Language Models

  27. Do Vision Encoders Exhibit Human-like Color Thresholds?

    Jul 17, 2026Engy Ehab, Pablo Hernández-Cámara, Nahla Belal +3Vision EncodersVisual Perception

  28. Knowing the Self, Understanding the World: A Dual-Cognition Benchmark for UAV Spatio-temporal Reasoning with MLLMs

    Jul 17, 2026Like Liu, Zhengzheng Xu, Haitao He +3Unmanned Aerial Vehicle TrackingLarge Vision Language Models

  29. Vision-Language Assistant for Emotional Reactions to Risky Driving

    Jul 17, 2026Harine Choi, Eun Hak Lee, Zhengzhong TuDrivingAutonomous Driving

  30. An Exam for Active Observers

    Jul 17, 2026Jiarui Zhang, Muzi Tao, Shangshang Wang +3Large Vision Language ModelsActive Perception

  31. More with Less: a Large Scale Remote Sensing VLM with a Simple Recipe

    Jul 17, 2026Stefan Maria Ailuro, Mario Markov, Mohammad Mahdi +2Remote SensingLarge Vision Language Models

  32. Debiasing Text-to-Image Evaluation via Implicit Cultural Alignment Reward Modeling

    Jul 17, 2026Bo-An Chang, Yu-Chih ChenText-To-ImageMultimodal Evaluation

  33. Model Merging for Medical LVLMs: A Benchmark and a Winner-Take-All Approach

    Jul 17, 2026Lichao Mou, Shilan Zhang, Chunlei Li +7Medical Vision-Language ModelsModel Merging

  34. Think at 5 Hz, Act at 20 Hz: Asynchronous Fast-Slow Vision-Language-Action Inference for Closed-Loop Driving

    Jul 17, 2026Yun Li, Jiachen Gong, Simon Thompson +7Efficient Vision-Language-Action ModelsPretrained Vision-Language-Action

  35. GeoDetect: Geometric Adversarial Detection for VLPs

    Jul 16, 2026Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie +2Adversarial ExamplesVision-Language

  36. A Modern Multimodal Assistant on a 6 GB 2011 GPU: Stage-Validated, All-GPU CUDA Inference for Fermi

    Jul 16, 2026A. C. Opus, J. Q. LuNvidia NemotronCuda

  37. VTM-Nav: Hierarchical Visual-Topological Memory for Cross-Episode Object-Goal Navigation

    Jul 16, 2026Xiaoran Xu, Yupeng Wu, Tianyu Xue +4Vision-Language NavigationObject Goal Navigation

  38. Emergent Region-Level Facial Correspondence in Frozen Vision Foundation Models

    Jul 15, 2026Izaldein Al-Zyoud, Abdulmotaleb El SaddikDinov3Frozen Vision-Language Models

  39. Fine-Grained Vision-Language Pretraining with Organ-Conditioned Pattern Tokens for CT Understanding

    Jul 15, 2026Guoliang You, Xiaomeng ChuComputed Tomography DatasetMedical Vision-Language Models

  40. From Language to Navigation Goals: A Vision-Language Approach for Semantic Navigation of Mobile Robots Using RGB-D Perception

    Jul 15, 2026Jose Martínez-Fajardo, Pablo Pueyo, Fernando Caballero +1Social Robot NavigationAutonomous Navigation

  41. GHR-VLM: Making Zero-Shot Transit Video Analytics Realizable with Grounded Hybrid Reasoning

    Jul 15, 2026Kaicong Huang, Weiheng Oh, Ruimin KeAva-VlmExplicit Visual Grounding

  42. ThinkBLOX: 3D Indoor Scene Generation with Progressive Reasoning

    Jul 15, 2026Yuan Xiao, Can Wang, Xiangyu Kong +13D ScenesMotion Generation

  43. Attention-Free and Lightweight Token Reduction for Efficient Vision-Language Models

    Jul 15, 2026Xuanyi Hao, Zuoyuan Zhang, Zhibo Wang +4Visual TokensLarge Vision Language Models

  44. Joint On-and-Off Policy Learning for Vision-and-Language Navigation

    Jul 15, 2026Qingrong He, Lin Zhao, Kevin Zheng +1Vision-Language NavigationLarge Vision Language Models

  45. Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment

    Jul 15, 2026Dwip Dalal, Shivansh Patel, Chahit Jain +7Vision-Language-Action ModelsVision-Language Alignment

  46. Text2Sign: A Single-GPU Diffusion Baseline for Text-to-Sign Language Video Generation

    Jul 14, 2026Ruize XiaText-To-Video ModelsSign Language

  47. Breaking Déjà Vu: Independent Auditing of Visual Place Recognition through Vision-Language Reasoning

    Jul 14, 2026Sania Waheed, Michael Milford, Sarvapali D. Ramchurn +1Visual Place RecognitionSimultaneous Localization And Mapping

  48. Visual Access Boundaries in Vision-Language Model Reasoning

    Jul 14, 2026Hiroto Osaka, Shohei Taniguchi, Gouki Minegishi +3Large Vision Language ModelsChain-of-Thought Reasoning

  49. MaxSAT-Based Feedback for Guiding Vision-Language Models in Sudoku

    Jul 14, 2026Pedro Orvalho, Guillem Alenyà, Felip ManyàSatisfiabilityLarge Vision Language Models

  50. Gaussian Mixture Modeling for Event-Aware Visual Allocation in Long Video Understanding

    Jul 14, 2026Yifan Lu, Ziqi Zhang, Chunfeng Yuan +3Video UnderstandingLongvideobench

  51. MQAdapter: Multi-Modal Quantum Adapter for Coarse-to-Fine VLM Fine-tuning

    Jul 14, 2026Yumiao Zhao, Bo Jiang, Min Lu +2Large Vision Language ModelsFine-Grained Perception

  52. VistaVLA: Geometry- and Semantic-Aware 3D Gaussian-Grounded VLA for Robotic Manipulation

    Jul 14, 2026Mohan Liu, Zhihao Gu, Xuanyu Chen +5Vision-Language-Action Models3D Scene Understanding

  53. DM-KG: A Novel Method for Boosting Spatial Cognition of Vision-Language Models in Street View Imagery

    Jul 14, 2026Xinyue Xu, Zheng Zhang, Kunyang Ma +5Spatial ReasoningLarge Vision Language Models

  54. What Does a Temporal Benchmark Score Measure? Decomposing Channel Use in Video VLM Evaluation

    Jul 14, 2026Farrukh RahmanVideo Temporal GroundingLarge Vision Language Models

  55. Auditing Data Leakage in Whole-Slide Image Multimodal Benchmarks

    Jul 14, 2026Wenhao Zhang, Zhongliang Zhou, John Kang +1Whole-Slide ImagesData Leakage

  56. AutoVSR: Automatic Visual-to-Symbolic Reasoning for Symbolic Expression Generation from Circuit Schematic

    Jul 13, 2026Zhe Xiao, Longfei Li, Xu He +3VhdlSymbol-

  57. DeepBias: Adaptive In-depth Probing of Social Biases in LVLMs

    Jul 13, 2026Anqi Li, Jie Zhang, Zhongqi Wang +4Large Language Model BiasLarge Vision Language Models

  58. DynEval: Holistic Evaluations of T2I Generative Models in the Wild

    Jul 13, 2026Shyam Marjit, Dheeraj Baiju, Anuj Shikarkhane +3Text-To-ImageText-To-Video Models

  59. RTFVE: Realtime Face Video Enhancement

    Jul 13, 2026Varun Ramesh Jois, Antonella DiLillo, James StorerUltra-Low BitratesVision Encoders

  60. Think When It Matters: Conditional VLM Reasoning for Social Navigation with RL Policies

    Jul 13, 2026Ali Ahmadi, Hamed Rahimi, Adrien Jacquet Cretides +3Social Robot NavigationNavigation