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扩展扩展去噪步骤的扩散模型推理时间缩放
Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Nanye Ma, Shangyuan Tong, Haolin Jia, Hexiang Hu, Yu-Chuan Su, Mingda Zhang, Xuan Yang, Yandong Li, Tommi Jaakkola, Xuhui Jia, Saining XieJan 16, 2025352

OmniThink:通过思维拓展机器写作中的知识边界
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

Zekun Xi, Wenbiao Yin, Jizhan Fang, Jialong Wu, Runnan Fang, Ningyu Zhang, Jiang Yong, Pengjun Xie, Fei Huang, Huajun ChenJan 16, 2025292

扩展视觉标记生成器用于重建和生成的经验教训
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation

Philippe Hansen-Estruch, David Yan, Ching-Yao Chung, Orr Zohar, Jialiang Wang, Tingbo Hou, Tao Xu, Sriram Vishwanath, Peter Vajda, Xinlei ChenJan 16, 2025203

利用先进的患者模拟器探索询诊-诊断关系
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Zhaocheng Liu, Quan Tu, Wen Ye, Yu Xiao, Zhishou Zhang, Hengfu Cui, Yalun Zhu, Qiang Ju, Shizheng Li, Jian XieJan 16, 2025164

迈向大型推理模型:强化语言模型的推理综述
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Fengli Xu, Qianyue Hao, Zefang Zong, Jingwei Wang, Yunke Zhang, Jingyi Wang, Xiaochong Lan, Jiahui Gong, Tianjian Ouyang, Fanjin Meng, Chenyang Shao, Yuwei Yan, Qinglong Yang, Yiwen Song, Sijian Ren, Xinyuan Hu, Yu Li, Jie Feng, Chen Gao, Yong LiJan 16, 2025142

FAST:用于视觉-语言-动作模型的高效动作标记化
FAST: Efficient Action Tokenization for Vision-Language-Action Models

Karl Pertsch, Kyle Stachowicz, Brian Ichter, Danny Driess, Suraj Nair, Quan Vuong, Oier Mees, Chelsea Finn, Sergey LevineJan 16, 2025122

CaPa:用于高效生成4K纹理网格的雕刻与绘制综合技术
CaPa: Carve-n-Paint Synthesis for Efficient 4K Textured Mesh Generation

Hwan Heo, Jangyeong Kim, Seongyeong Lee, Jeong A Wi, Junyoung Choi, Sangjun AhnJan 16, 2025103

RLHS:利用事后模拟减轻RLHF中的错位问题
RLHS: Mitigating Misalignment in RLHF with Hindsight Simulation

Kaiqu Liang, Haimin Hu, Ryan Liu, Thomas L. Griffiths, Jaime Fernández FisacJan 15, 202572