AI Research Papers Daily

Daily curated AI research papers with translations

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Hugh Zhang, Jeff Da, Dean Lee, Vaughn Robinson, Catherine Wu, Will Song, Tiffany Zhao, Pranav Raja, Dylan Slack, Qin Lyu, Sean Hendryx, Russell Kaplan, Michele, Lunati, Summer Yue•May 1, 2024•332

Paint by Inpaint: Learning to Add Image Objects by Removing Them First

Navve Wasserman, Noam Rotstein, Roy Ganz, Ron Kimmel•Apr 28, 2024•306

Self-Play Preference Optimization for Language Model Alignment

Yue Wu, Zhiqing Sun, Huizhuo Yuan, Kaixuan Ji, Yiming Yang, Quanquan Gu•May 1, 2024•287

Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3

Junsang Yoon, Akshat Gupta, Gopala Anumanchipalli•May 1, 2024•211

SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound

Haohe Liu, Xuenan Xu, Yi Yuan, Mengyue Wu, Wenwu Wang, Mark D. Plumbley•Apr 30, 2024•181

Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge

Bin Xiao, Chunan Shi, Xiaonan Nie, Fan Yang, Xiangwei Deng, Lei Su, Weipeng Chen, Bin Cui•May 1, 2024•171

Spectrally Pruned Gaussian Fields with Neural Compensation

Runyi Yang, Zhenxin Zhu, Zhou Jiang, Baijun Ye, Xiaoxue Chen, Yifei Zhang, Yuantao Chen, Jian Zhao, Hao Zhao•May 1, 2024•101

STT: Stateful Tracking with Transformers for Autonomous Driving

Longlong Jing, Ruichi Yu, Xu Chen, Zhengli Zhao, Shiwei Sheng, Colin Graber, Qi Chen, Qinru Li, Shangxuan Wu, Han Deng, Sangjin Lee, Chris Sweeney, Qiurui He, Wei-Chih Hung, Tong He, Xingyi Zhou, Farshid Moussavi, Zijian Guo, Yin Zhou, Mingxing Tan, Weilong Yang, Congcong Li•Apr 30, 2024•93

Automatic Creative Selection with Cross-Modal Matching

Alex Kim, Jia Huang, Rob Monarch, Jerry Kwac, Anikesh Kamath, Parmeshwar Khurd, Kailash Thiyagarajan, Goodman Gu•Feb 28, 2024•91