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。

2025-09-30 至 2025-09-30 共收录 8 篇信号源：cs.CV, cs.GR, cs.MM

1. 效率与蒸馏 8 篇

2503.09641 2025-09-30 cs.GR 85%

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation

Junsong Chen, Shuchen Xue, Yuyang Zhao, Jincheng Yu, Sayak Paul, Junyu Chen, Han Cai, Song Han, Enze Xie

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

Comments 22 pages, 11 figures, 8 tables, In submission

2509.24416 2025-09-30 cs.CV cs.AI 83%

CLQ: Cross-Layer Guided Orthogonal-based Quantization for Diffusion Transformers

Kai Liu, Shaoqiu Zhang, Linghe Kong, Yulun Zhang

机构 * Shanghai Jiao Tong University（上海交通大学）

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

Comments 10 pages, 5 figures. Code is released at https://github.com/Kai-Liu001/CLQ

2509.25161 2025-09-30 cs.CV 74%

Rolling Forcing: Autoregressive Long Video Diffusion in Real Time

Kunhao Liu, Wenbo Hu, Jiale Xu, Ying Shan, Shijian Lu

机构 * Nanyang Technological University（南洋理工大学）； ARC Lab, Tencent PCG（腾讯PCG ARC实验室）

专题命中效率与蒸馏：diffusion(title)；分类 cs.CV

Comments Project page: https://kunhao-liu.github.io/Rolling_Forcing_Webpage/

2509.25182 2025-09-30 cs.CV cs.AI 57%

DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder

Junyu Chen, Wenkun He, Yuchao Gu, Yuyang Zhao, Jincheng Yu, Junsong Chen, Dongyun Zou, Yujun Lin, Zhekai Zhang, Muyang Li, Haocheng Xi, Ligeng Zhu, Enze Xie, Song Han, Han Cai

机构 * NVIDIA（英伟达）

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

Comments Tech Report. The first three authors contributed equally to this work

2509.24142 2025-09-30 cs.CV 57%

Asymmetric VAE for One-Step Video Super-Resolution Acceleration

Jianze Li, Yong Guo, Yulun Zhang, Xiaokang Yang

机构 * Shanghai Jiao Tong University（上海交通大学）； South China University of Technology（华南理工大学）

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

2508.10774 2025-09-30 cs.CV cs.AI cs.LG 57%

BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Generation

Youping Gu, Xiaolong Li, Yuhao Hu, Minqi Chen, Bohan Zhuang

机构 * Zhejiang University（浙江大学）； Central Media Technology Institute, Huawei Technologies（华为技术有限公司中央媒体技术研究所）

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

Comments Tech report

2504.10188 2025-09-30 cs.LG cs.AI 50%

Efficient Generative Model Training via Embedded Representation Warmup

Deyuan Liu, Peng Sun, Xufeng Li, Tao Lin

机构 * Westlake University（西湖大学）； Zhejiang University（浙江大学）； Nanjing University（南京大学）

专题命中效率与蒸馏：diffusion(abstract)

2407.00611 2025-09-30 cs.DC 50%

StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training

Ziming Liu, Shaoyu Wang, Shenggan Cheng, Zhongkai Zhao, Kai Wang, Xuanlei Zhao, James Demmel, Yang You

专题命中效率与蒸馏：diffusion(abstract)