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每日精選AI研究論文及翻譯

Transformer 是 SSMs：通用模型和高效演算法通過結構化狀態空間對偶。
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Tri Dao, Albert Gu•May 31, 2024•683

Video-MME：多模式LLM在視頻分析中的首個全面評估基準。
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Chaoyou Fu, Yuhan Dai, Yondong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Rongrong Ji, Xing Sun•May 31, 2024•252

困惑於困惑：基於困惑度的小型參考模型數據修剪
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models

Zachary Ankner, Cody Blakeney, Kartik Sreenivasan, Max Marion, Matthew L. Leavitt, Mansheej Paul•May 30, 2024•241

Kaleido Diffusion：透過自回歸潛在建模改進條件擴散模型
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling

Jiatao Gu, Ying Shen, Shuangfei Zhai, Yizhe Zhang, Navdeep Jaitly, Joshua M. Susskind•May 31, 2024•160

4Diffusion：多視角視頻擴散模型用於4D生成
4Diffusion: Multi-view Video Diffusion Model for 4D Generation

Haiyu Zhang, Xinyuan Chen, Yaohui Wang, Xihui Liu, Yunhong Wang, Yu Qiao•May 31, 2024•151

記憶效率網絡訓練的4位元洗髮水
4-bit Shampoo for Memory-Efficient Network Training

Sike Wang, Jia Li, Pan Zhou, Hua Huang•May 28, 2024•112