Top 10 AI Research Papers to Read on 9.25.2024

Welcome to today’s edition of our AI research newsletter! Below you’ll find the top 10 most recent AI research papers that are making waves in the field. Stay informed with the latest developments in Artificial Intelligence.

• Vista3D: Unravel the 3D Darkside of a Single Image by Qiuhong Shen, Xingyi Yang, Michael Bi Mi, Xinchao Wang
• DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control by Zichen Jeff Cui, Hengkai Pan, Aadhithya Iyer, Siddhant Haldar, Lerrel Pinto
• Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution by Peng Wang, Shuai Bai, Sinan Tan, Shijie Wang, Zhihao Fan, Jinze Bai, Keqin Chen, Xuejing Liu, Jialin Wang, Wenbin Ge, Yang Fan, Kai Dang, Mengfei Du, Xuancheng Ren, Rui Men, Dayiheng Liu, Chang Zhou, Jingren Zhou, Junyang Lin
• To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning by Zayne Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Kyle Mahowald, Greg Durrett
• Computational Dynamical Systems by Jordan Cotler, Semon Rezchikov
• Abductive explanations of classifiers under constraints: Complexity and properties by Martin Cooper, Leila Amgoud
• Decoding Style: Efficient Fine-Tuning of LLMs for Image-Guided Outfit Recommendation with Preference by Najmeh Forouzandehmehr, Nima Farrokhsiar, Ramin Giahi, Evren Korpeoglu, Kannan Achan
• Takin: A Cohort of Superior Quality Zero-shot Speech Generation Models by Sijing Chen, Yuan Feng, Laipeng He, Tianwei He, Wendi He, Yanni Hu, Bin Lin, Yiting Lin, Yu Pan, Pengfei Tan, Chengwei Tian, Chen Wang, Zhicheng Wang, Ruoye Xie, Jixun Yao, Quanlei Yan, Yuguang Yang, Jianhao Ye, Jingjing Yin, Yanzhen Yu, Huimin Zhang, Xiang Zhang, Guangcheng Zhao, Hongbin Zhou, Pengpeng Zou
• GRIN: GRadient-INformed MoE by Liyuan Liu, Young Jin Kim, Shuohang Wang, Chen Liang, Yelong Shen, Hao Cheng, Xiaodong Liu, Masahiro Tanaka, Xiaoxia Wu, Wenxiang Hu, Vishrav Chaudhary, Zeqi Lin, Chenruidong Zhang, Jilong Xue, Hany Awadalla, Jianfeng Gao, Weizhu Chen
• Almost Sure Convergence of Linear Temporal Difference Learning with Arbitrary Features by Jiuqi Wang, Shangtong Zhang