AI研究論文每日精選

每日精選AI研究論文及翻譯

超越尺度定律：透過關聯記憶理解Transformer的效能
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory

Xueyan Niu, Bo Bai, Lei Deng, Wei Han•May 14, 2024•330

Coin3D：使用代理引導條件控制和互動式生成3D資產
Coin3D: Controllable and Interactive 3D Assets Generation with Proxy-Guided Conditioning

Wenqi Dong, Bangbang Yang, Lin Ma, Xiao Liu, Liyuan Cui, Hujun Bao, Yuewen Ma, Zhaopeng Cui•May 13, 2024•260

混元-DiT：具有細粒度中文理解的強大多分辨擴散Transformer
Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Zhimin Li, Jianwei Zhang, Qin Lin, Jiangfeng Xiong, Yanxin Long, Xinchi Deng, Yingfang Zhang, Xingchao Liu, Minbin Huang, Zedong Xiao, Dayou Chen, Jiajun He, Jiahao Li, Wenyue Li, Chen Zhang, Rongwei Quan, Jianxiang Lu, Jiabin Huang, Xiaoyan Yuan, Xiaoxiao Zheng, Yixuan Li, Jihong Zhang, Chao Zhang, Meng Chen, Jie Liu, Zheng Fang, Weiyan Wang, Jinbao Xue, Yangyu Tao, Jianchen Zhu, Kai Liu, Sihuan Lin, Yifu Sun, Yun Li, Dongdong Wang, Mingtao Chen, Zhichao Hu, Xiao Xiao, Yan Chen, Yuhong Liu, Wei Liu, Di Wang, Yong Yang, Jie Jiang, Qinglin Lu•May 14, 2024•252

瞭解線上和線下對齊演算法之性能差異
Understanding the performance gap between online and offline alignment algorithms

Yunhao Tang, Daniel Zhaohan Guo, Zeyu Zheng, Daniele Calandriello, Yuan Cao, Eugene Tarassov, Rémi Munos, Bernardo Ávila Pires, Michal Valko, Yong Cheng, Will Dabney•May 14, 2024•200

SpeechVerse：一個大規模通用的音訊語言模型
SpeechVerse: A Large-scale Generalizable Audio Language Model

Nilaksh Das, Saket Dingliwal, Srikanth Ronanki, Rohit Paturi, David Huang, Prashant Mathur, Jie Yuan, Dhanush Bekal, Xing Niu, Sai Muralidhar Jayanthi, Xilai Li, Karel Mundnich, Monica Sunkara, Sundararajan Srinivasan, Kyu J Han, Katrin Kirchhoff•May 14, 2024•200

使用密集 Blob 表示進行組合式文本到圖像生成
Compositional Text-to-Image Generation with Dense Blob Representations

Weili Nie, Sifei Liu, Morteza Mardani, Chao Liu, Benjamin Eckart, Arash Vahdat•May 14, 2024•181

沒有時間浪費：將時間擠壓到行動視頻通道中的理解
No Time to Waste: Squeeze Time into Channel for Mobile Video Understanding

Yingjie Zhai, Wenshuo Li, Yehui Tang, Xinghao Chen, Yunhe Wang•May 14, 2024•160

語音守衛：探索多模式大型語言模型的對抗韌性
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models