AI研究論文デイリー

翻訳付きの日次キュレーションされたAI研究論文

スケーリング則を超えて：連想メモリを用いたTransformerの性能理解
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory

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

Coin3D: プロキシ誘導型条件付けによる制御可能でインタラクティブな3Dアセット生成
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

Hunyuan-DiT: 細粒度な中国語理解を備えた強力なマルチレゾリューション拡散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

オンラインアラインメントとオフラインアラインメントアルゴリズム間の性能差の理解
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: 大規模汎用音声言語モデル
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

密なブロブ表現を用いた構成的テキスト画像生成
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

時間を無駄にしない：モバイル動画のためのチャネルへの時間圧縮理解
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

SpeechGuard: マルチモーダル大規模言語モデルの敵対的頑健性の探求
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models

Raghuveer Peri, Sai Muralidhar Jayanthi, Srikanth Ronanki, Anshu Bhatia, Karel Mundnich, Saket Dingliwal, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Srikanth Vishnubhotla, Daniel Garcia-Romero, Sundararajan Srinivasan, Kyu J Han, Katrin Kirchhoff•May 14, 2024•130