图像生成

Pathwise analysis of log-optimal portfolios

Andrew L. Allan, Anna P. Kwossek, Chong Liu, David J. Prömel

专题命中 扩散模型 ：diffusion(abstract)

Dissipation functions and Brownian oscillators

Matteo Colangeli, Lamberto Rondoni, Pasquale Vozza

专题命中 扩散模型 ：diffusion(abstract)

Human-AI Co-Creation: A Framework for Collaborative Design in Intelligent Systems

Zhangqi Liu

专题命中 扩散模型 ：diffusion(abstract)

Towards Understanding the Benefits of Neural Network Parameterizations in Geophysical Inversions: A Study With Neural Fields

Anran Xu, Lindsey J. Heagy

机构 * Department of Earth, Ocean and Atmospheric Sciences, University of British Columbia（地球、海洋与大气科学系，不列颠哥伦比亚大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Transient Finite Element Simulation of Accelerator Magnets Using Thermal Thin Shell Approximation

Erik Schnaubelt, Andrea Vitrano, Mariusz Wozniak, Emmanuele Ravaioli, Arjan Verweij, Sebastian Schöps

专题命中 扩散模型 ：diffusion(abstract)

Comments This is the version of the article before peer review or editing, as submitted by an author to Superconductor Science and Technology

Fine-Tuned Language Models Generate Stable Inorganic Materials as Text

Nate Gruver, Anuroop Sriram, Andrea Madotto, Andrew Gordon Wilson, C. Lawrence Zitnick, Zachary Ulissi

机构 * NYU（纽约大学） ； Meta FAIR 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments ICLR 2024. Code available at: https://github.com/facebookresearch/crystal-llm

Partial-State DADS Control for Matched Unmodeled Dynamics

Iasson Karafyllis, Miroslav Krstic

专题命中 可控生成 ：diffusion(abstract)

Comments 28 pages. arXiv admin note: text overlap with arXiv:2311.07938, arXiv:2402.17222, arXiv:2410.16691

Removing Box-Free Watermarks for Image-to-Image Models via Query-Based Reverse Engineering

Haonan An, Guang Hua, Hangcheng Cao, Zhengru Fang, Guowen Xu, Susanto Rahardja, Yuguang Fang

专题命中 可控生成 ：image generation(abstract)

DiffRhythm+: Controllable and Flexible Full-Length Song Generation with Preference Optimization

Huakang Chen, Yuepeng Jiang, Guobin Ma, Chunbo Hao, Shuai Wang, Jixun Yao, Ziqian Ning, Meng Meng, Jian Luan, Lei Xie

机构 * School of Intelligence Science and Technology, Nanjing University, Suzhou, China（智能科学与技术学院，南京大学，苏州，中国） ； MiLM Plus, Xiaomi Inc.（小米公司MiLM Plus） 纠错

专题命中 可控生成 ：diffusion(abstract)

U-Net Based Healthy 3D Brain Tissue Inpainting

Juexin Zhang, Ying Weng, Ke Chen

机构 * University of Nottingham Ningbo China（诺丁汉大学宁波分校） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；分类 cs.CV

Comments Accepted by the International Brain Tumor Segmentation (BraTS) challenge organized at MICCAI 2024 conference. Included 7 pages, 2 figures

High-fidelity 3D Gaussian Inpainting: preserving multi-view consistency and photorealistic details

Jun Zhou, Dinghao Li, Nannan Li, Mingjie Wang

机构 * School of Information Science and Technology, Dalian Maritime University（信息科学与技术学院，大连海洋大学） ； School of Science, Zhejiang Sci-Tech University（科学学院，浙江科技大学） 纠错

专题命中 图像修复 ：inpainting(title,abstract)；分类 cs.CV

QR-LoRA: Efficient and Disentangled Fine-tuning via QR Decomposition for Customized Generation

Jiahui Yang, Yongjia Ma, Donglin Di, Hao Li, Wei Chen, Yan Xie, Jianxun Cui, Xun Yang, Wangmeng Zuo

机构 * Harbin Institute of Technology（哈尔滨工业大学） ； Li Auto（利汽车） ； University of Science and Technology of China（中国科学技术大学） 纠错

专题命中 个性化与一致性 ：text-to-image(abstract)；分类 cs.CV

Comments ICCV 2025, 30 pages, 26 figures

Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling

Yi Xin, Juncheng Yan, Qi Qin, Zhen Li, Dongyang Liu, Shicheng Li, Victor Shea-Jay Huang, Yupeng Zhou, Renrui Zhang, Le Zhuo, Tiancheng Han, Xiaoqing Sun, Siqi Luo, Mengmeng Wang, Bin Fu, Yuewen Cao, Hongsheng Li, Guangtao Zhai, Xiaohong Liu, Yu Qiao, Peng Gao

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； Shanghai Innovation Institute（上海创新研究院） ； Nanjing University（南京大学） ； The Chinese University of Hong Kong（香港中文大学） ； Shanghai Jiao Tong University（上海交通大学） ； Zhejiang University of Technology（浙江工业大学） 纠错

专题命中 图像生成评测 ：image generation(abstract)；text-to-image(abstract)；diffusion(abstract)；image editing(abstract)

Comments Tech Report, 23 pages, 11 figures, 7 tables

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） 纠错

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

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） 纠错

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

Comments Accepted by ICCV 2025 (Highlight)

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)