图像生成

Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model

Zewei Xin, Qinya Li, Chaoyue Niu, Fan Wu, Guihai Chen

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

专题命中 文生图 ：image generation(title,abstract)；text-to-image(title,abstract)；分类 cs.CV

Comments Accepted by ICCV 2025

Pixels Under Pressure: Exploring Fine-Tuning Paradigms for Foundation Models in High-Resolution Medical Imaging

Zahra TehraniNasab, Amar Kumar, Tal Arbel

专题命中 文生图 ：image generation(abstract)；text-to-image(abstract)；diffusion(abstract)；image synthesis(abstract)

CineScale: Free Lunch in High-Resolution Cinematic Visual Generation

Haonan Qiu, Ning Yu, Ziqi Huang, Paul Debevec, Ziwei Liu

机构 * Nanyang Technological University（南洋理工大学） ； Netflix Eyeline Studios 纠错

专题命中 文生图 ：image generation(abstract)；diffusion(abstract)；分类 cs.CV

Comments CineScale is an extended work of FreeScale (ICCV 2025). Project Page: https://eyeline-labs.github.io/CineScale/, Code Repo: https://github.com/Eyeline-Labs/CineScale

Scaling Group Inference for Diverse and High-Quality Generation

Gaurav Parmar, Or Patashnik, Daniil Ostashev, Kuan-Chieh Wang, Kfir Aberman, Srinivasa Narasimhan, Jun-Yan Zhu

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Snap Research（Snap研究公司） ； Tel Aviv University（特拉维夫大学） 纠错

专题命中 文生图 ：text-to-image(abstract)；分类 cs.CV、cs.GR

Comments Project website: https://www.cs.cmu.edu/~group-inference, GitHub: https://github.com/GaParmar/group-inference

TAIGen: Training-Free Adversarial Image Generation via Diffusion Models

Susim Roy, Anubhooti Jain, Mayank Vatsa, Richa Singh

机构 * University at Buffalo（布法罗大学） ； IIT Jodhpur（印度理工学院乔浦尔） 纠错

专题命中 扩散模型 ：image generation(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Comments Accepted at ICCVW-CV4BIOM 2025

Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation

Hongxu Jiang, Muhammad Imran, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao

机构 * University of Florida College of Medicine（佛罗里达大学医学院） ； University of Florida（佛罗里达大学） ； University of California, Santa Cruz（加州大学圣克鲁兹分校） 纠错

专题命中 扩散模型 ：image generation(title,abstract)；diffusion(title,abstract)；分类 cs.CV

Inference Time Debiasing Concepts in Diffusion Models

Lucas S. Kupssinskü, Marco N. Bochernitsan, Jordan Kopper, Otávio Parraga, Rodrigo C. Barros

机构 * MALTA - Machine Learning Theory and Applications Lab（机器学习理论与应用实验室） ； School of Technology, Pontifícia Universidade Católica do Rio Grande do Sul（技术学院，里约格朗德杜斯尔格斯天主教大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.GR

CopyrightShield: Enhancing Diffusion Model Security against Copyright Infringement Attacks

Zhixiang Guo, Siyuan Liang, Aishan Liu, Dacheng Tao

机构 * Nanyang Technological University（南洋理工大学） ； Beihang University（北航大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；image synthesis(abstract)

When and What: Diffusion-Grounded VideoLLM with Entity Aware Segmentation for Long Video Understanding

Pengcheng Fang, Yuxia Chen, Rui Guo

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Pathology-Informed Latent Diffusion Model for Anomaly Detection in Lymph Node Metastasis

Jiamu Wang, Keunho Byeon, Jinsol Song, Anh Nguyen, Sangjeong Ahn, Sung Hak Lee, Jin Tae Kwak

机构 * School of Electrical Engineering, Korea University, Seoul 02841, Korea（韩国大学电子工程学院） ； Department of Pathology, Korea University Anam Hospital and Department of Biomedical Informatics, Korea University College of Medicine, Seoul 02841, Korea（韩国大学医学院病理学系） ； Department of Hospital Pathology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea（韩国天主大学医学院圣玛丽医院医院病理学系） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Pretrained Diffusion Models Are Inherently Skipped-Step Samplers

Wenju Xu

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Hybrelighter: Combining Deep Anisotropic Diffusion and Scene Reconstruction for On-device Real-time Relighting in Mixed Reality

Hanwen Zhao, John Akers, Baback Elmieh, Ira Kemelmacher-Shlizerman

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.GR

ReconDreamer-RL: Enhancing Reinforcement Learning via Diffusion-based Scene Reconstruction

Chaojun Ni, Guosheng Zhao, Xiaofeng Wang, Zheng Zhu, Wenkang Qin, Xinze Chen, Guanghong Jia, Guan Huang, Wenjun Mei

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization

Yi Du, Zhipeng Zhao, Shaoshu Su, Sharath Golluri, Haoze Zheng, Runmao Yao, Chen Wang

机构 * Spatial AI & Robotics (SAIR) Lab, University at Buffalo（空间人工智能与机器人实验室，布法罗大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Journal ref IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

Lattice distortions and non-sluggish diffusion in BCC refractory high entropy alloys

Jingfeng Zhang, Xiang Xu, Fritz Körmann, Wen Yin, Xi Zhang, Christian Gadelmeier, Uwe Glatzel, Blazej Grabowski, Runxia Li, Gang Liu, Biao Wang, Gerhard Wilde, Sergiy V. Divinski

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 18 pages, 8 figures

Journal ref Acta Materialia 297 (2025) 121283

Dream 7B: Diffusion Large Language Models

Jiacheng Ye, Zhihui Xie, Lin Zheng, Jiahui Gao, Zirui Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong

机构 * The University of Hong Kong（香港大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Generation of structure-guided pMHC-I libraries using Diffusion Models

Sergio Mares, Ariel Espinoza Weinberger, Nilah M. Ioannidis

机构 * Center for Computational Biology, University of California, Berkeley, Berkeley, California, USA（计算生物学中心，加州大学伯克利分校） ； Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Berkeley, California, USA（电气工程与计算机科学系，加州大学伯克利分校） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Accepted to the The 2nd Workshop on Generative AI and Biology ICML Workshop 2025

Versatile Cardiovascular Signal Generation with a Unified Diffusion Transformer

Zehua Chen, Yuyang Miao, Liyuan Wang, Luyun Fan, Danilo P. Mandic, Jun Zhu

机构 * Department of Computer Science and Technology, Institute for AI, BNRist Center, THBI Lab, Tsinghua-Bosch Joint Center for ML, Tsinghua University, Beijing, China（计算机科学与技术系、人工智能研究院、BNRist中心、THBI实验室、清华大学-博世联合机器学习中心、清华大学、北京，中国） ； Department of Psychological and Cognitive Sciences, Tsinghua University, Beijing, China（心理学与认知科学系、清华大学、北京，中国） ； Department of Electrical and Electronic Engineering, Imperial College London, London, United Kingdom（电子与电气工程系、伦敦帝国理工学院、伦敦，英国） ； Beijing Anzhen Hospital of Capital Medical University, Beijing Institute of Heart Lung and Blood Vessel Diseases, Chinese Institutes for Medical Research, Beijing, China（首都医科大学北京安贞医院、北京心肺血管疾病研究院、中国医学研究院、北京，中国） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Generic global diffusion for analytic uncoupled a priori unstable systems

Amadeu Delshams, Ke Zhang

专题命中 扩散模型 ：diffusion(title,abstract)

Journal ref Commun. Math. Phys. 406, 146 (2025)

Kinetic-Diffusion-Rotation Algorithm for Dose Estimation in Electron Beam Therapy

Klaas Willems, Vince Maes, Zhirui Tang, Giovanni Samaey

专题命中 扩散模型 ：diffusion(title,abstract)

Obstacle-tuned transition from chaotic to coherent vortex flows and odd diffusion in chiral active fluids

Joscha Mecke, Yongxiang Gao, Marisol Ripoll

专题命中 扩散模型 ：diffusion(title)

NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation

Jiamu Wang, Jin Tae Kwak

机构 * School of Electrical Engineering, Korea University, Seoul 02841, Republic of Korea（韩国大学电气工程学院） 纠错

专题命中 扩散模型 ：diffusion(abstract)；inpainting(abstract)；分类 cs.CV

WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception

Zhiheng Liu, Xueqing Deng, Shoufa Chen, Angtian Wang, Qiushan Guo, Mingfei Han, Zeyue Xue, Mengzhao Chen, Ping Luo, Linjie Yang

机构 * The University of Hong Kong（香港大学） ； ByteDance Seed（字节跳动种子） 纠错

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Comments Project page: https://johanan528.github.io/worldweaver_web/

Reversible Unfolding Network for Concealed Visual Perception with Generative Refinement

Chunming He, Fengyang Xiao, Rihan Zhang, Chengyu Fang, Deng-Ping Fan, Sina Farsiu

机构 * Department of Biomedical Engineering, Duke University（生物医学工程系，杜克大学） ； Tsinghua Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院） ； Nankai International Advanced Research Institute (SHENZHEN FUTIAN), Nankai University（南开国际先进研究院（深圳福田），南开大学） ； College of Computer Science, Nankai University（计算机科学学院，南开大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Comments 18 pages, 21 tables, 13 figures

Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection

Jinglun Li, Kaixun Jiang, Zhaoyu Chen, Bo Lin, Yao Tang, Weifeng Ge, Wenqiang Zhang

机构 * College of Intelligent Robotics and Advanced Manufacturing, Fudan University, Shanghai（智能机器人与先进制造学院，复旦大学，上海） ； Shanghai Key Lab of Intelligent Information Processing, College of Computer Science and Artificial Intelligence, Fudan University, Shanghai（上海智能信息处理重点实验室，计算机科学与人工智能学院，复旦大学，上海） ； JIIOV Technology, Beijing（JIIOV技术，北京） 纠错

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Comments Accepted by ICCV 2025 (Highlight)

Spatial Super-Infection and Co-Infection Dynamics in Networks

Alyssa Yu, Laura P. Schaposnik

专题命中 扩散模型 ：diffusion(abstract)

Comments 15 pages, 9 images, comments welcomed!

The Status of the Astrophysical Parameters of Upper Main Sequence Stars

Lukas Kueß, Ernst Paunzen

专题命中 扩散模型 ：diffusion(abstract)

Comments 26 Pages, 17 Figures, Accepted for publication in MDPI Astronomy

Reevaluating Anomalous Electric Fields at the Air-Water Interface: A Surface-Specific Spectroscopic Survey

Joseph C. Shirley, Zi Xuan Ng, Kuo-Yang Chiang, Yuki Nagata, Yair Litman, Arsh S. Hazrah, Mischa Bonn

专题命中 扩散模型 ：diffusion(abstract)

Comments 22 pages, 4 figures

Numerical Analysis of Unsupervised Learning Approaches for Parameter Identification in PDEs

Siyu Cen, Bangti Jin, Qimeng Quan, Zhi Zhou

专题命中 扩散模型 ：diffusion(abstract)

Comments 49 pages

Interface fluctuations for $1$D stochastic Allen-Cahn equation -- singular regime

Weijun Xu, Shuhan Zhou

专题命中 扩散模型 ：diffusion(abstract)

Comments 50 pages. Comments are welcome