Research paper by Liang Chen and collaborators. Published 2024-03-11. Topics: Large Vision-Language Models, LLaVA-1.5, QwenVL-Chat, Video-LLaVA, attention computation.
Liang Chen, Haozhe Zhao, Tianyu Liu, Shuai Bai, Junyang Lin, Chang Zhou, Baobao Chang
Research paper by Hesong Wang and collaborators. Published 2026-05-28. Topics: video large language models, visual tokens, time-to-first-token, vision encoder, token compression.
Hesong Wang, Xin Jin, Lu Lu, Chenhaowen Li, Jian Chen, Qiang Liu, Huan Wang
Research paper by Xinlong Wang and collaborators. Published 2024-09-27. Topics: next-token prediction, multimodal models, transformer, discrete space, multimodal sequences.
Xinlong Wang, Xiaosong Zhang, Zhengxiong Luo, Quan Sun, Yufeng Cui, Jinsheng Wang, Fan Zhang, Yueze Wang, Zhen Li, Qiying Yu, Yingli Zhao, Yulong Ao, Xuebin Min, Tao Li, Boya Wu, Bo Zhao, Bowen Zhang, Liangdong Wang, Guang Liu, Zheqi He, Xi Yang, Jingjing Liu, Yonghua Lin, Tiejun Huang, Zhongyuan Wang
Research paper by Kele Shao and collaborators. Published 2025-05-27. Topics: video LLMs, video tokens, FastV, inner-LLM pruning, outer-LLM pruning.
Kele Shao, Keda Tao, Can Qin, Haoxuan You, Yang Sui, Huan Wang
Research paper by Teng Hu and collaborators. Published 2025-05-07. Topics: multi-modal, video generation, identity consistency, image-text fusion, LLaVA.
Teng Hu, Zhentao Yu, Zhengguang Zhou, Sen Liang, Yuan Zhou, Qin Lin, Qinglin Lu
Research paper by Zhenyi Liao and collaborators. Published 2025-04-01. Topics: multi-modal large language models, visual-spatial intelligence, R1-Zero-like training, Chain of Thought, GRPO.
Zhenyi Liao, Qingsong Xie, Yanhao Zhang, Zijian Kong, Haonan Lu, Zhenyu Yang, Zhijie Deng
Research paper by Shaolei Zhang and collaborators. Published 2025-01-07. Topics: real-time large multimodal models, LMMs, GPT-4o, vision tokens, text tokens.
Shaolei Zhang, Qingkai Fang, Zhe Yang, Yang Feng
Research paper by Leqi Shen and collaborators. arXiv record dated 2025-03-14. Research area: Computer vision.
Leqi Shen, Tao He, Guoqiang Gong, Fan Yang, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Guiguang Ding
Research paper by Feng Li and collaborators. Published 2024-07-10. Topics: Large Multimodal Models, LLMs, Multi-image, Multi-frame, Multi-view.
Feng Li, Renrui Zhang, Hao Zhang, Yuanhan Zhang, Bo Li, Wei Li, Zejun Ma, Chunyuan Li
Research paper by Boyuan Sun and collaborators. arXiv record dated 2026-04-20. Research area: Computer vision.
Boyuan Sun, Jiaxing Zhao, Xiang Chen, Xihan Wei, Qibin Hou
Research paper by Bo Li and collaborators. Published 2024-08-06. Topics: multimodal models, LMMs, LLaVA-OneVision, single-image, multi-image.
Bo Li, Yuanhan Zhang, Dong Guo, Renrui Zhang, Feng Li, Hao Zhang, Kaichen Zhang, Yanwei Li, Ziwei Liu, Chunyuan Li
Research paper by Boyuan Sun and collaborators. Published 2025-06-27. Topics: token compression strategy, Semantic Connected Components (SCC), spatio-temporal token compression strategy, video question answering, long video understanding.
Boyuan Sun, Jiaxing Zhao, Xihan Wei, Qibin Hou