Papers on “vision-language models”
Key findings#
- The keyword “vision-language models” appeared in 19 papers in the last 30 days (2026-10-02 to 2026-10-31), ranking #27 of 13,763 keywords.
- Most of them appeared in Pattern Recognition (6), International Journal of Computer Vision (4) and Artificial Intelligence Review (2).
- Leading institutions: Institute of Automation (2), Chinese Academy of Sciences (2) and Chinese University of Hong Kong, Shenzhen (2).
- Countries: China (13), Hong Kong (2) and United States (2).
- Often studied together with “CLIP” (4), “autonomous driving” (2) and “knowledge distillation” (2).
| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-26 | A systematic survey of open-ended visual segmentation: taxonomies, challenges and future directions | Artificial Intelligence Review | Anzhi Wang, Chunhong Ren, Xinwei Du et al. | Guizhou Normal University; Southwest University |
| 2026-10-26 | TokLIP: Marry Visual Tokens to CLIP for Multimodal Comprehension and Generation | International Journal of Computer Vision | Haokun Lin, Teng Wang, Yixiao Ge et al. | City University of Hong Kong; Chinese Academy of Sciences; Tencent (China); … |
| 2026-10-25 | $${\text {VLScene}}^{++}$$: Enhancing 3D Semantic Scene Completion via VLM Discrepancy-Aware Semantic Distillation and Sparse–Dense Hybrid Awareness | International Journal of Computer Vision | Meng Wang, Yujie Xue, Jijiang Liu et al. | Hunan University |
| 2026-10-25 | Eyegent: Visual Attention Orchestration on Concepts | International Journal of Computer Vision | Alessandro D’Amelio, Sabrina Patania, Luca Annese et al. | University of Milan; University of Milano-Bicocca |
| 2026-10-19 | A low-rank consensus method for vision language model hallucination mitigation in autonomous driving | Transportation Research Part C Emerging Technologies | Keke Long, Jiacheng Guo, Tianyun Zhang et al. | University of Wisconsin–Madison; Cleveland State University; University of Tennessee at Knoxville |
| 2026-10-18 | GoClick: Lightweight Element Grounding Model for Autonomous GUI Interaction | International Journal of Computer Vision | Hongxin Li, Yuntao Chen, Zhaoxiang Zhang | Chinese Academy of Sciences; Institute of Automation; University of Chinese Academy of Sciences |
| 2026-10-17 | Seeing ahead through a state-of-the-art review of visual perception and predictive intelligence for collaborative robots | Artificial Intelligence Review | Mahmoud Salem, Markus Reischl, Veit Hagenmeyer et al. | Karlsruhe Institute of Technology; British University in Egypt; Gulf University for Science & Technology |
| 2026-10-15 | Transformer Architectures for Respiratory Sound Analysis and Multimodal Diagnosis | Operations Research Forum | Theodore Aptekarev, Vladimir Sokolovsky, G. B. Furman et al. | National Research University Higher School of Economics; Ben-Gurion University of the Negev; Perm State Medical Academy |
| 2026-10-14 | VLKD-YOLO: A semantic-aware visual-language distillation framework for lightweight underwater object detection | Pattern Recognition | Chuanyi Zhang, Ruiyang Wang, Xinlei Zhang et al. | Hohai University |
| 2026-10-13 | A3AD: Enhancing CLIP with Triple-Aware Learning for Zero-Shot Anomaly Detection | Pattern Recognition | Aimin Feng, Junjie Zheng, Keyang Yu et al. | Nanjing University; Ministry of Industry and Information Technology; Nanjing University of Aeronautics and Astronautics |
| 2026-10-10 | StreamWatch: Decoupled streaming video understanding for interpretable surveillance anomaly detection | Knowledge-Based Systems | Zilong Wang, Hao Wu, Junlong Tong et al. | Eastern Institute of Technology, Ningbo; Shanghai Jiao Tong University |
| 2026-10-09 | Conditional Multimodal Alignment for few-shot class-incremental 3D point cloud classification | Pattern Recognition | Lei Xia, Zecheng Sheng, Ling Fan et al. | Tongji University; The University of Sydney; Shanghai University |
| 2026-10-09 | Hybrid global–local embedding optimization for open-vocabulary segmentation | Pattern Recognition | Chaojun Zhang, Xiaoqing Zhao, Yuan Gao et al. | Hainan University; Zhengzhou University |
| 2026-10-08 | SegVLM: Deformable attentive visual enhancement for referring image segmentation using vision-language model | Neural Networks | Alaa Dalaq, Muzammil Behzad | King Fahd University of Petroleum and Minerals |
| 2026-10-08 | MoCoP: Modality-Collaborative Layer-Wise Pruning for Large Vision-Language Models | Pattern Recognition | Chao Jiang, Jinzhi Liao, Hongbin Huang et al. | National University of Defense Technology |
| 2026-10-08 | Beyond post-hoc alignment: Text-conditioned state refinement for weakly supervised referring image segmentation | Expert Systems with Applications | Congwei Zhang, Zhibin Quan, Xin Zhang et al. | Marine Design & Research Institute of China; Southeast University |
| 2026-10-07 | Decoupled semantic alignment and emotion-aware gated fusion for group emotion recognition | Expert Systems with Applications | Hongxi Yi, Yufei Xie, Dong Zhang et al. | Sun Yat-sen University; Wuhan University; Chinese University of Hong Kong; … |
| 2026-10-06 | CCRA: Optimizing vision-language consistency via cross-layer regional attention alignment | Information Fusion | Yifan Wang, H. Ai, Quangao Liu et al. | Tsinghua Shenzhen International Graduate School; Chinese University of Hong Kong, Shenzhen; University of Electronic Science and Technology of China; … |
| 2026-10-03 | StoryReasoning dataset: Using chain-of-thought for scene understanding and grounded story generation | Pattern Recognition | Daniel A. P. Oliveira, David Martins de Matos | Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento; University of Lisbon; Instituto Superior Técnico |
Cite this page
Scholar4AI. (2026). Papers on “vision-language models”. Journal Research Rankings. Retrieved October 31, 2026, from https://scholar4ai.com/keywords/vision-language-models
@misc{scholar4ai-keywords-vision-language-models,
author = {{Scholar4AI}},
title = {Papers on “vision-language models”},
year = {2026},
howpublished = {\url{https://scholar4ai.com/keywords/vision-language-models}},
urldate = {2026-10-31},
note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}