Large Vision Language Models

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Period ending 2026-09-21

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  1. ScAle: Attention Head Scaling as a Minimal Adapter for Spatial Reasoning in Vision Language Models

    Jun 28, 2026Rahul Chowdhury, Timothy A Rupprecht, Xuan Shen +2Large Vision Language ModelsNeural Scaling Laws

  2. Rank-Aware Hyperbolic Alignment for Vision-Language Dataset Distillation

    Jun 28, 2026Jongoh Jeong, Sun-Kyung Lee, Kuk-Jin YoonVision-Language AlignmentCross-Modal Learning

  3. MIRROR: Aligning Semantic Relations from Language to Image via Gromov--Wasserstein

    Jun 28, 2026Hong-Han Wang, Yuntao Wang, Hu DingVision-Language AlignmentGromov--Wasserstein

  4. FADE: Mitigating Hallucinations by Reducing Language-Prior Dominance in Large Vision-Language Models

    Jun 28, 2026Yichen Guo, Kai Tang, Fenglai Lin +5Large Language Model HallucinationLarge Vision Language Models

  5. Dynamic Parsing and Updating Natural Language Specification using VLMs for Robust Vision-Language Tracking

    Jun 28, 2026Xiao Wang, Liye Jin, Dan Xu +5Large Vision Language ModelsNatural Language Queries

  6. Can OCR-VLMs Read Devanagari? A Stress-Test Benchmark and Post-Correction Study

    Jun 28, 2026Aditya Pratap SinghOptical Character RecognitionLatin

  7. A Self-Supervised Learning Framework for Video Encoding Complexity Clustering

    Jun 28, 2026Krishna Srikar Durbha, Hassene Tmar, Ping-Hao Wu +2Neural Video CodecsSelf-Supervised

  8. Efficient Spatio-Temporal Grounding with Multimodal Large Models via Second-Level Tracking and RL Verification

    Jun 27, 2026Tianshu Zhang, Yan Wang, Ji Qi +1Video Temporal GroundingLarge Vision Language Models

  9. On Test-Time Scaling for Vision-Language Models

    Jun 27, 2026Fawaz Sammani, Tzoulio Chamiti, Nikos DeligiannisTest-Time ScalingLarge Vision Language Models

  10. HKVLM: Faithful Query--Region Binding for Frozen-Detector Visual Grounding

    Jun 27, 2026Bo MaFrozen Vision-Language ModelsVisual Grounding

  11. Vision-Language Models for Deployable Social Robot Navigation: Bridging Semantic Reasoning and Low-Level Control

    Jun 27, 2026Runji Cai, Toshihiko Yamasaki, Ling XiaoVision-Language NavigationSocial Robot Navigation

  12. Animation2Code: Evaluating Temporal Visual Reasoning in Video-to-Code Generation

    Jun 26, 2026Anya Ji, Abhijith Varma Mudunuri, David M. Chan +1Large Vision Language Models

  13. DataComp-VLM: Improved Open Datasets for Vision-Language Models

    Jun 26, 2026Matteo Farina, Vishaal Udandarao, Thao Nguyen +33Large Vision Language ModelsVision-Language

  14. Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty

    Jun 26, 2026Xiao Song, Haonan Qin, Zhaoxu Zhang +3Robust Hallucination DetectionMedical Vision-Language Models

  15. CLEAR-MoE: Shared-Basis Expert Extraction from Frozen Vision Transformers via Calibration-Driven Layer Selection

    Jun 26, 2026Md Irtiza Hossain, Humaira Ayesha, Junaid Ahmed SifatVision TransformerMixture-of-Experts Models

  16. RSICCLLM: A Multimodal Large Language Model for Remote Sensing Image Change Captioning

    Jun 26, 2026Yelin Wang, Zijia Song, Shuo Ye +6Remote Sensing Image Change CaptioningRemote Sensing

  17. EchoSonar-R: A Multi-View Reasoning-Enabled Model for Disease Classification and Report Generation in Echocardiography

    Jun 26, 2026Darya Taratynova, Ahmed Aly, Numan Saeed +1EchocardiographyMultimodal Clinical Data

  18. JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications

    Jun 26, 2026Oxygen AIIC, Chan Long, Chao Liu +52E-CommerceAi-Driven

  19. SpatialUAV: Benchmarking Spatial Intelligence for Low-Altitude UAV Perception, Collaboration, and Motion

    Jun 26, 2026Haoyu Zhang, Meng Liu, Qianlong Xiang +3Unmanned Aerial VehiclesLarge Vision Language Models

  20. LocalNav: Distilling Frontier VLMs and Embodied RL for On-Device Object Goal Navigation

    Jun 26, 2026Nicolas Baumann, Liam Boyle, Pu Deng +5Large Vision Language ModelsObject Goal Navigation

  21. SpikeVLA: Vision-Language-Action Models with Spiking Neural Networks

    Jun 26, 2026Ruiqi Song, Dujun Nie, Siyu Teng +7Vision-Language-Action ModelsReal-Time Inference

  22. ZooClaw-FashionSigLIP2: Distilled Fine-tuning for Robust Fashion Retrieval

    Jun 26, 2026Siqiao Xue, Chunxue XuLarge Vision Language ModelsGarments

  23. Direct Action-Head Injection of A Grounded 3D Point Unlocks Spatial and Task Generalization

    Jun 26, 2026Shiang-Feng Tsai, Jin-Cheng Jhang, Yen-Ling Tai +4Vision-Language-Action ModelsGeneralizable Robotic Manipulations

  24. MVPruner: Dynamic Token Pruning for Accelerating Multi-view Vision-Language Models in Autonomous Driving

    Jun 26, 2026Nan Yang, Zhanwen Liu, Linfeng Zhang +4Visual Token PruningLarge Vision Language Models

  25. VLM-Aware Meta-Optic Front-End Design for Frozen Vision-Language Models

    Jun 26, 2026Chanik Kang, Raphaël Pestourie, Haejun ChungFrozen Vision-Language ModelsMetamaterials

  26. Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding

    Jun 25, 2026Liu Yu, Can Chen, Ping Kuang +3Large Vision Language ModelsHallucinations

  27. Large Language Model Teaches Visual Students: Cross-Modality Transfer of Fine-Grained Conceptual Knowledge

    Jun 25, 2026Thomas Shih-Chao Liang, Zhuoran Yu, Yong Jae LeeLarge Vision Language ModelsCross-Modality

  28. Aloe-Vision: Robust Vision-Language Models for Healthcare

    Jun 25, 2026Jaume Guasch-Martí, Enrique Lopez-Cuena, Martín Suárez-Fernández +3Medical Vision-Language ModelsLarge Vision Language Models

  29. Paying More Attention to Visual Tokens in Self-Evolving Large Multimodal Models

    Jun 25, 2026Shravan Venkatraman, Ritesh Thawkar, Omkar Thawakar +4Large Vision Language ModelsMulti-Modal Large Language Models

  30. ViQ: Text-Aligned Visual Quantized Representations at Any Resolution

    Jun 25, 2026Xumin Yu, Zuyan Liu, Zhenyu Yang +5Vision EncodersResolution

  31. Bridging Vision and Language Concepts through Optimal Transport Semantic Flow

    Jun 25, 2026Chenyang Zhang, Anqi Dong, Guangming Zhu +4Cross-Modal LearningConcept Bottleneck Models

  32. TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation

    Jun 25, 2026Zhixiang Lu, Xiwei Liu, Sifan Song +5Large Language Model HallucinationMedical Vision-Language Models

  33. GeMoE: Gating Entropy is All You Need for Uncertainty-aware Adaptive Routing in MoE-based Large Vision-Language Models

    Jun 24, 2026Chaoxiang Cai, Minghe Weng, Jie Li +4Mixture-Of-Expert Language ModelsAdaptive Routing

  34. From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models

    Jun 24, 2026Haoxiang Sun, Tao Wang, Li Yuan +2Multi-Modal Large Language ModelsLarge Vision Language Models

  35. Edges Before Embeddings: A Confidence-Aware Blur Gate for Vision-Language Pipelines

    Jun 24, 2026Duy Tran ThanhMotion BlurImage Quality Assessment

  36. Falcon: Functional Assembly and Language for Compositional Reasoning in X-ray

    Jun 24, 2026Yonathan Michael, Mohamad Alansari, Natnael Takele +2Threat ModelsLarge Vision Language Models

  37. Event-Adaptive Motion Planning with Distilled Vision-Language Model in Safety-Critical Situations

    Jun 24, 2026Zhenwei Huang, Changsheng You, Shuai Wang +3Motion PlannersSafety-Critical Scenarios

  38. Disease-Centric Vision-Language Pretraining with Hybrid Visual Encoding for 3D Computed Tomography

    Jun 24, 2026Bowen Shi, Weiwei Cao, Ruifeng Yuan +5Medical Vision-Language ModelsRadiology Report Generation

  39. CLOSER-VLN: Closed-Loop Self-Verified Retrieval-Augmented Reasoning for Aerial Vision-Language Navigation

    Jun 24, 2026Shaoxuan Li, Xiangyu Dong, Xiaoguang Ma +3Aerial Vision-Language NavigationVision-Language Navigation

  40. V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning

    Jun 24, 2026Haoxiang Sun, Zhihang Yi, Langxuan Deng +6Visual ReasoningLarge Vision Language Models

  41. Multilingual Hematology Visual Question Answering Dataset

    Jun 24, 2026Hajra Malik, Hafiza Tooba Aftab, Abdul Rehman +2Acute Myeloid LeukemiaKnowledge-Based Visual Question Answering

  42. MJEPA: A Simple and Scalable Joint-Embedding Predictive Architecture for Audio-Visual Learning

    Jun 23, 2026Revant Teotia, Adrien Bardes, Michael Rabbat +3Joint-Embedding Predictive ArchitecturesAudio-Visual Consistency

  43. Toward Low-Latency Vision-Language Models with Doubly-Correct Predictions in Egocentric Visual Understanding

    Jun 23, 2026Qitong Wang, Fan Du, Pranav Maneriker +2Large Vision Language ModelsEgocentric Vision

  44. VA-DPO: Valence-Arousal Direct Preference Optimization for Controllable Emotion Generation in Language Models

    Jun 23, 2026Hyunwoo KimValence-Arousal EstimationDirect Preference Optimization

  45. Vision-Language Model Reasoning for Contextual Semantic Mapping in Intralogistics

    Jun 23, 2026Marvin Rüdt, Hao Pang, Constantin Enke +2Semantic MappingVision-Language Navigation

  46. Revealing Training Data Exposure in Vision Language Large Models via Parameter Gradients

    Jun 23, 2026Zhihao Zhu, Hongyi Tang, Yi Yang +1Vision-LanguageTraining Data

  47. UniDrive: A Unified Vision-Language and Grounding Framework for Interpretable Risk Understanding in Autonomous Driving

    Jun 23, 2026Xiaowei Gao, Pengxiang Li, Yitai Cheng +4Autonomous DrivingAutonomous Hard Drive Disassembly

  48. Jolia: Concept-Level Vision-Language Alignment for 3D CT Contrastive Learning

    Jun 23, 2026Julien Khlaut, Charles Corbière, Baptiste Callard +9Medical Vision-Language ModelsVision-Language Alignment

  49. Reinforcement Learning for Computer-Use Agents with Autonomous Evaluation

    Jun 23, 2026Marta Sumyk, Oleksandr KosovanGraphical User Interface AgentsComputer-Use Agents

  50. The Latent Bridge: A Continuous Slow-Fast Channel for Real-Time Game Agents

    Jun 23, 2026Bojie Li, Noah ShiEfficient Latent ReasoningAgentic Reasoning

  51. P-MTP: Efficient Document Parsing via Multi-Token Prediction with Progressive Depth Scaling

    Jun 23, 2026Le Xiang, Chenxi Zhai, Shu Wei +5Next-Token PredictionLookahead

  52. ActiveScope: Actively Seeking and Correcting Perception for MLLMs

    Jun 23, 2026Yajing Wang, Chao Bi, Junshu Sun +4Large Vision Language ModelsSequential Visual Localization

  53. TuringViT: Making SOTA Vision Transformers Accessible to All

    Jun 23, 2026Qiman Wu, Hanlin Chen, Lyujie Chen +19Self-Supervised Vision TransformersVision Transformer

  54. The Professor: Multi-Teacher Unsupervised Prompt Distillation for Vision-Language Models

    Jun 22, 2026Ahmad Algadhi, Ahmed Alzuhair, Omar Alkhulaif +1Multi-Teacher DistillationPrompt Distillation

  55. REALM: A Unified Red-Teaming Benchmark for Physical-World VLMs

    Jun 22, 2026Yifei Zhao, Qian Lou, Mengxin ZhengRed-TeamingLarge Vision Language Models

  56. Mind the Heads: Topological Representation Alignment for Multimodal LLMs

    Jun 22, 2026Davide Caffagni, Alberto Compagnoni, Federico Melis +5Cross-Modal AlignmentMulti-Modal Large Language Models

  57. HANCLIP: A Family of Hyperbolic Angular Negation Vision Language Models

    Jun 22, 2026Hoang-Bao Le, Aiden Durrant, Thai Son Mai +3Large Vision Language ModelsNegation

  58. Flatness Preserves Instruction Following in Vision-Language-Action Models

    Jun 22, 2026Haochen Zhang, Yonatan BiskVision-LanguageInstruction

  59. Data Selection Through Iterative Self-Filtering for Vision-Language Settings

    Jun 22, 2026Andrei Liviu Nicolicioiu, Sarvjeet Singh Ghotra, Morgane M. Moss +1Vision-LanguageSelf-Supervised

  60. Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

    Jun 22, 2026Zhenyu Yi, Zhiyun Song, Yusong Sun +6Medical Vision-Language ModelsComputed Tomography Dataset