Yilei Jiang, Yaozhi Zheng, Yuxuan Wan, Jiaming Han, Qunzhong Wang, Michael R. Lyu, Xiangyu Yue
2025
6,576 checkouts
Multimodal
Awesome Multimodal Machine Learning: From Video Understanding to Vibe Coding
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A curated, high-quality list of must-read papers and resources tracing the evolution of Multimodal Machine Learning. This repository covers the foundational shift from Video Understanding and Generative Video (Diffusion/Autoregressive) to the frontiers of UX/GUI Design Agents and Vibe Coding. Whether you are looking for landmark papers in CLIP-based alignment or the latest in vision-language-action (VLA) models for interface interaction, this list provides a structured roadmap through the most influential research in the field.
Managed by Attendemia
- Chenchen Zhang, Yuhang Li, Can Xu, Jiaheng Liu, Ao Liu, Changzhi Zhou, Ken Deng, Dengpeng Wu, Guanhua Huang, Kejiao Li, Qi Yi, Ruibin Xiong, Shihui Hu, Yue Zhang, Yuhao Jiang, Zenan Xu, Yuanxing Zhang, Wiggin Zhou, Chayse Zhou, Fengzong Lian20258,739 checkouts
- Jingyu Xiao, Man Ho Lam, Ming Wang, Yuxuan Wan, Junliang Liu, Yintong Huo, Michael R. Lyu20268,407 checkouts
- Zimu Lu, Yunqiao Yang, Houxing Ren, Haotian Hou, Han Xiao, Ke Wang, Weikang Shi, Aojun Zhou, Mingjie Zhan, Hongsheng Li20258,780 checkouts
- Kangjia Zhao, Jiahui Song, Leigang Sha, Haozhan Shen, Zhi Chen, Tiancheng Zhao, Xiubo Liang, Jianwei Yin20245,752 checkouts
- Jingyu Xiao, Yuxuan Wan, Yintong Huo, Zixin Wang, Xinyi Xu, Wenxuan Wang, Zhiyao Xu, Yuhang Wang, Michael R. Lyu20255,396 checkouts
- Ryan Li, Yanzhe Zhang, Diyi Yang20249,134 checkouts
- Yi Gui, Zhen Li, Yao Wan, Yemin Shi, Hongyu Zhang, Yi Su, Bohua Chen, Dongping Chen, Siyuan Wu, Xing Zhou, Wenbin Jiang, Hai Jin, Xiangliang Zhang20258,682 checkouts
- Chenglei Si, Yanzhe Zhang, Ryan Li, Zhengyuan Yang, Ruibo Liu, Diyi Yang20259,995 checkouts
- Qingyu Shi, Jinbin Bai, Zhuoran Zhao, Wenhao Chai, Kaidong Yu, Jianzong Wu, Shuangyong Song, Yunhai Tong, Xiangtai Li, Xuelong Li, Shuicheng Yan20255,041 checkouts
- Runpeng Yu, Xinyin Ma, Xinchao Wang20259,012 checkouts
- Zebin You, Shen Nie, Xiaolu Zhang, Jun Hu, Jun Zhou, Zhiwu Lu, Ji-Rong Wen, Chongxuan Li20256,376 checkouts
- Shufan Li, Konstantinos Kallidromitis, Hritik Bansal, Akash Gokul, Yusuke Kato, Kazuki Kozuka, Jason Kuen, Zhe Lin, Kai-Wei Chang, Aditya Grover20256,614 checkouts
- Michael Günther, Saba Sturua, Mohammad Kalim Akram, Isabelle Mohr, Andrei Ungureanu, Bo Wang, Sedigheh Eslami, Scott Martens, Maximilian Werk, Nan Wang, Han Xiao20257,668 checkouts
- Fanheng Kong, Jingyuan Zhang, Yahui Liu, Hongzhi Zhang, Shi Feng, Xiaocui Yang, Daling Wang, Yu Tian, Victoria W., Fuzheng Zhang, Guorui Zhou20258,902 checkouts
- Chenghao Xiao, Isaac Chung, Imene Kerboua, Jamie Stirling, Xin Zhang, Márton Kardos, Roman Solomatin, Noura Al Moubayed, Kenneth Enevoldsen, Niklas Muennighoff20257,463 checkouts
- Bangwei Liu, Yicheng Bao, Shaohui Lin, Xuhong Wang, Xin Tan, Yingchun Wang, Yuan Xie, Chaochao Lu20256,203 checkouts
- Zhibin Lan, Liqiang Niu, Fandong Meng, Jie Zhou, Jinsong Su20257,635 checkouts
- Zelong Sun, Dong Jing, Zhiwu Lu20255,226 checkouts
- Yue WU, Zhaobo Qi, Yiling Wu, Junshu Sun, Yaowei Wang, Shuhui Wang20248,386 checkouts
FAQ
What is Multimodal?
Multimodal is an expert-curated awesome list on Attendemia that groups high-signal resources for fast learning. Items are reviewed and refreshed over time, so readers can start with a practical shortlist instead of searching across fragmented sources and low-context recommendation threads.
How are items ranked here?
Items are ranked using maintainer curation, content quality notes, engagement momentum, and freshness indicators. This ranking method keeps the top of the awesome list actionable for current workflows, while still preserving evergreen references that are widely cited and useful for deeper technical understanding.
Can I follow this list?
Yes. Use the follow button near the page header to receive update visibility when new resources are added or promoted. Following this list helps you monitor changes without rechecking manually and keeps your learning feed aligned with this specific topic over time.