视觉与机器人

图像生成

图像生成、文生图、图像编辑、扩散模型和可控生成。

2025-07-25 至 2025-07-25 共收录 3 篇信号源：cs.CV, cs.GR, cs.MM

1. 效率与蒸馏 3 篇

2507.18112 2025-07-25 eess.IV cs.AI cs.CV 83%

Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks

Binghua Li, Ziqing Chang, Tong Liang, Chao Li, Toshihisa Tanaka, Shigeki Aoki, Qibin Zhao, Zhe Sun

机构 * Tokyo University of Agriculture（东京农业大学）； Technology（技术）； Juntendo University（立命馆大学）； RIKEN Center for Advanced Intelligence Project（理化学研究所先进情报项目中心）

专题命中效率与蒸馏：image generation(title,abstract)；diffusion(abstract)；分类 cs.CV

2507.18569 2025-07-25 cs.CV 79%

Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis

Yanzuo Lu, Yuxi Ren, Xin Xia, Shanchuan Lin, Xing Wang, Xuefeng Xiao, Andy J. Ma, Xiaohua Xie, Jian-Huang Lai

机构 * Sun Yat-Sen University（中山大学）； ByteDance Seed Vision（字节跳动种子视觉）； Guangdong Provincial Key Laboratory of Information Security Technology（广东省信息安全技术重点实验室）； Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, China（教育部机器智能与高级计算重点实验室）； Pazhou Lab (HuangPu), Guangzhou, China（琶洲实验室（黄埔），广州，中国）

专题命中效率与蒸馏：diffusion(title,abstract)；分类 cs.CV

Comments Accepted by ICCV 2025 (Highlight)

2311.05797 2025-07-25 math.PR math-ph math.MP 50%

Stochastic quantization of the three-dimensional polymer measure via the Dirichlet form method

Sergio Albeverio, Seiichiro Kusuoka, Song Liang, Makoto Nakashima

专题命中效率与蒸馏：diffusion(abstract)

Comments 86 pages, 6 figures, (to appear in Communications in Mathematical Physics)