Recent Vision-Language Models

Ask about this topic

Recent momentum

-65%

22 papers in the last 28 days · 0.6% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Also in Recent Vision-Language Models

Neighbouring directions

Vision-Language ReasoningContrastive Language-Image Pre-TrainingVision-Language Model ReasoningPre-Trained Vision-Language ModelsVision-Language Alignment

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-14

8 new papers

A weekly snapshot of new work published in Recent Vision-Language Models.

Period ending 2026-09-07

6 new papers

A weekly snapshot of new work published in Recent Vision-Language Models.

405 papers

Latest in Recent Vision-Language Models

Open your feed →
CardsList

  1. Prior Bias in Vision Language Models on UML Diagram Interpretation

    Jul 3, 2026Zaiyu Cheng, Khai-Nguyen Nguyen, Antonio MastropaoloDiagramsRecent Vision-Language Models

  2. Search-based Testing of Vision Language Models for In-Car Scene Understanding

    Jul 2, 2026Lev Sorokin, Chen Yang, Ken E. Friedl +1Driving SceneRecent Vision-Language Models

  3. MolSight: A Graph-Aware Vision-Language Model for Unified Chemical Image Understanding

    Jul 2, 2026Wenda Wang, Yihan Tong, Yuwei Hu +1Recent Vision-Language Models

  4. SAB-LVLM: Significance-Aware Binarization for Large Vision-Language Models

    Jul 2, 2026Qi Lyu, Jiahua Dong, Baichen Liu +7BinarizationRecent Vision-Language Models

  5. Multi-modal Rail Crossing Safety Analysis

    Jul 1, 2026Paimon Goulart, Chansong Lim, Nícolas Roque dos Santos +4Railway EnvironmentsRecent Vision-Language Models

  6. LongVQUBench: Benchmarking Long-Term Video Quality Understanding of Vision-Language Models

    Jul 1, 2026Arpita Nema, Hanwei Zhu, Xi Zhang +1Video QualityRecent Vision-Language Models

  7. GenAU: Language-Grounded Industrial Anomaly Understanding with Vision-Language Models

    Jul 1, 2026Hongkuan Zhou, Tristan Rehm, Nadeem Nazer +3Multimodal Industrial Anomaly DetectionInspection

  8. LeVLJEPA: End-to-End Vision-Language Pretraining Without Negatives

    Jul 1, 2026Lukas Kuhn, Giuseppe Serra, Randall Balestriero +1Pre-Trained Vision-Language ModelsContrastive Language-Image Pre-Training

  9. What's Hidden Matters: Identifying Planning-Critical Occluded Agents using Vision-Language Models

    Jul 1, 2026Amirhosein Chahe, Tyler Naes, Jovin D'sa +4Vision-Language Model ReasoningDiverse Occlusion-And-Revelation Scenarios

  10. Steal the Patch Size: Adversarially Manipulate Vision-Language Models

    Jun 30, 2026Kai Hu, Akash Bharadwaj, Weichen Yu +1Recent Vision-Language ModelsDiscrete Image Tokenizers

  11. From Accuracy to Visual Dependence: Auditing and Filtering Modality Collapse in Traffic VideoQA

    Jun 29, 2026Sena Korkut, María Alejandra Bravo Sarmiento, Sanghwan Kim +1Video Question AnsweringVisual Evidence

  12. Few-Shot Domain Incremental Learning via Continual Vision-Language Consolidation

    Jun 29, 2026Naeem Paeedeh, Mahardhika Pratama, Wolfgang Mayer +3Few-Shot LearningRecent Vision-Language Models

  13. RiverONE: Generating Knowledge-Intensive VLM by Simulated Quantum Machines

    Jun 29, 2026Xindian Ma, Xinyu Long, Yefei Zhang +11Large Language Model QuantizationRecent Vision-Language Models

  14. StrucTab: A Structured Optimization Framework for Table Parsing

    Jun 29, 2026Gengluo Li, Shangpin Peng, Chengquan Zhang +10Document ParsingRecent Vision-Language Models

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

    Jun 28, 2026Rahul Chowdhury, Timothy A Rupprecht, Xuan Shen +2Recent Vision-Language ModelsModel Activations

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

    Jun 28, 2026Aditya Pratap SinghOptical Character RecognitionIndian Languages

  17. 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 GroundingRecent Vision-Language Models

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

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

  19. 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

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

    Jun 26, 2026Haoyu Zhang, Meng Liu, Qianlong Xiang +3Unmanned Aerial Vehicle TrackingUnmanned Aerial Vehicles

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

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

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

    Jun 26, 2026Siqiao Xue, Chunxue XuRecent Vision-Language ModelsGarments

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

    Jun 25, 2026Liu Yu, Can Chen, Ping Kuang +3Recent Vision-Language ModelsLarge Language Model Hallucination

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

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

  25. 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 +2Large Multimodal ModelsRecent Vision-Language Models

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

    Jun 24, 2026Yonathan Michael, Mohamad Alansari, Natnael Takele +2Xray-VisualRecent Vision-Language Models

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

    Jun 24, 2026Zhenwei Huang, Changsheng You, Shuai Wang +3Safety-Critical DomainsRecent Vision-Language Models

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

    Jun 23, 2026Qitong Wang, Fan Du, Pranav Maneriker +2Recent Vision-Language ModelsStructured Pruning

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

    Jun 23, 2026Xiaowei Gao, Pengxiang Li, Yitai Cheng +4Autonomous DrivingVision-Language Model Reasoning

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

    Jun 23, 2026Bojie Li, Noah ShiLatent ReasoningRecent Vision-Language Models

  31. TuringViT: Making SOTA Vision Transformers Accessible to All

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

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

    Jun 22, 2026Yifei Zhao, Qian Lou, Mengxin ZhengAdversarial EvaluationRed-Teaming

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

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

  34. 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 ModelsRecent Vision-Language Models

  35. FlowTrain: Flow-Based Decoupled Training for Industrial-Grade Vision-Language Models

    Jun 22, 2026Zhida Jiang, Zhaolong Xing, Yang Pei +14Recent Vision-Language ModelsLarge Language Model Training

  36. Attention-Spectrum Regularization for Replay-Free Continual Multimodal LLMs

    Jun 22, 2026Chuangxin Zhao, Canran Xiao, Siyuan Ma +5Large Multimodal ModelsEfficient Continual Learning

  37. Zero-Shot Vision-Language Models for Classroom Engagement Recognition: A Benchmark Study of Prompt Sensitivity and Cross-Dataset Generalization

    Jun 20, 2026Aman Goyal, Kshama Nitin Shah, Kemmannu Vineet Venkatesh RaoRecent Vision-Language ModelsVideo Dataset

  38. Recency/Frequency Adaptive KV Caching for Large Language Model Serving

    Jun 19, 2026Yang Shen, Meghana Madhyastha, Robert Underwood +2Key-Value CacheLLM Inference Efficiency

  39. Scalable Training of Spatially Grounded 2D Vision-Language Models for Radiology

    Jun 18, 2026Yusuf Salcan, Simon Ging, Robin Tibor Schirrmeister +4Medical Vision-Language ModelsRadiology Report Generation

  40. The Hidden Evolution of Disguised Visual Context inside the VLM

    Jun 18, 2026Wish Suharitdamrong, Tony Alex, Muhammad Awais +1Visual TokensRecent Vision-Language Models

  41. Timage: A Generative Text-in-Image Paradigm for Fine-Tuning Vision-Language Models

    Jun 18, 2026Yifeng Wu, Huimin Huang, Ruiluo Wu +5Large Multimodal ModelsRecent Vision-Language Models

  42. Concept Flow Models: Anchoring Concept-Based Reasoning with Hierarchical Bottlenecks

    Jun 17, 2026Ya Wang, Adrian PaschkeClass-Incremental Concept Bottleneck ModelConcept Bottleneck Models

  43. A Unified Framework for Efficient Remote Sensing Visual Question Answering: Adapting Dual, Hybrid, and Encoder-Decoder Architectures

    Jun 17, 2026Timothy Agboada, Shikha Chandel, Yadav Raj Ghimire +1Remote SensingKnowledge-Based Visual Question Answering

  44. Moving Beyond Diversity: Visual Token Pruning as Subspace Reconstruction for Efficient VLMs

    Jun 17, 2026Jaeyeon Lee, Shunjie Wen, Dong-Wan ChoiVisual Token PruningVisual Tokens

  45. CaVe-VLM-CoT: An Interpretable Vision-Language Model Framework

    Jun 16, 2026Sneha Rao, Shaina Raza, Dhanesh RamachandramRecent Vision-Language Models

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

    Jun 16, 2026Dongyue Lu, Rong Li, Ao Liang +6Autonomous DrivingRecent Vision-Language Models

  47. Video2Code: Generating Interactive Webpages from UI Videos via Action-Aware Revisit

    Jun 16, 2026Mingde Xu, Zhen Yang, Yan Wang +7User InterfaceLong Video Understanding

  48. LongWebBench: Evaluating Structural and Functional Webpage Generation in Long-Horizon Settings

    Jun 16, 2026Yi Zhao, Zhen Yang, Mengpan Chen +5WebEvaluation Benchmarks

  49. ERQA-Plus: A Diagnostic Benchmark for Reasoning in Embodied AI

    Jun 16, 2026Hong Yang, Basura FernandoEmbodied Artificial IntelligenceAgentic Reasoning

  50. Enhancing Pathological VLMs with Cross-scale Reasoning

    Jun 16, 2026Chi Phan, Tianyi Zhang, Qiaochu Xue +5Knowledge-Based Visual Question AnsweringRecent Vision-Language Models

  51. FusionRS: A Large-Scale RGB-Infrared Remote Sensing Dataset for Dual-Modal Vision-Language Foundation Models

    Jun 15, 2026Jiaju Han, Ben Zhang, Xuemeng Sun +6InfraredRemote Sensing

  52. Binary Tracking for Spatial QA and Navigation with Open Vision-Language Models

    Jun 15, 2026Dongbin Na, Chanwoo Kim, Soonbin Rho +3Robot NavigationSpatial Question Answering

  53. Look Again Before You Abstain:Budgeted Conformal Evidence Acquisition for Reliable Vision-Language Model

    Jun 15, 2026Jian Xu, Delu Zeng, John Paisley +1Recent Vision-Language ModelsVisual Evidence

  54. Vision-Language Models as Zero-Annotation Oracles in Histopathology

    Jun 15, 2026Vishal Jain, Giorgio Buzzanca, Sarah Cechnicka +6Digital PathologyLesion Segmentation

  55. TimeVista: Exploring and Exploiting Vision-Language Models as Judges for Time Series Forecasting

    Jun 15, 2026Zhi Chen, Yuxuan Wang, Jialong Wu +5Time Series ForecastingTime Series

  56. Thinking with Visual Grounding

    Jun 15, 2026Junkai Zhang, Yihe Deng, Kai-Wei Chang +1Explicit Visual GroundingVisual Reasoning

  57. Object Tokens as a Bridge Between Segmentation and Visual Question Answering in Robotic Surgery

    Jun 14, 2026Yiping Li, Ronald de Jong, Romy van Jaarsveld +5Surgical VideosRecent Vision-Language Models

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

    Jun 14, 2026Jiali Wen, Hongxia Gao, Litao Li +4Xray-VisualRecent Vision-Language Models

  59. Self-Questioning Vision-Language Models: Reinforcement Learning for Compositional Visual Reasoning

    Jun 14, 2026Saraswathy AmjithRecent Vision-Language ModelsVisual Reasoning

  60. Post-Launch Capability Expansion of Vision-Language Models via Prompting for On-Orbit Spacecraft Inspection

    Jun 13, 2026Nicholas A. Welsh, Lennon J. Shikhman, Monty Nehru Attazs +3Recent Vision-Language ModelsSpacecraft