图像生成

A continuum limit for dense spatial networks

Sidney Holden, Geoffrey Vasil

专题命中 扩散模型 ：diffusion(abstract)

Parallel Nodal Interior-Penalty Discontinuous Galerkin Methods for the Subsonic Compressible Navier-Stokes Equations: Applications to Vortical Flows and VIV Problems

Spiros Zafeiris, Emmanuil H. Georgoulis, George Papadakis

专题命中 扩散模型 ：diffusion(abstract)

Comments submitted to Computer Methods in Applied Mechanics and Engineering

Threshold Diffusions

Lina Ji, Chuyang Li, Xiaowen Zhou

专题命中 扩散模型 ：diffusion(abstract)

Preference Trajectory Modeling via Flow Matching for Sequential Recommendation

Li Li, Mingyue Cheng, Yuyang Ye, Zhiding Liu, Enhong Chen

专题命中 扩散模型 ：diffusion(abstract)

Controllability of a system of non-autonomous degenerate coupled parabolic equations

Alfredo S. Gamboa, Juan Limaco, Luis P. Yapu

专题命中 扩散模型 ：diffusion(abstract)

ShortListing Model: A Streamlined SimplexDiffusion for Discrete Variable Generation

Yuxuan Song, Zhe Zhang, Yu Pei, Jingjing Gong, Qiying Yu, Zheng Zhang, Mingxuan Wang, Hao Zhou, Jingjing Liu, Wei-Ying Ma

机构 * Generative Symbolic Intelligence Lab (GenSI), Tsinghua University（生成符号智能实验室（GenSI），清华大学） ； Institute for AI Industry Research (AIR), Tsinghua University（人工智能产业研究院（AIR），清华大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

An improved nonlocal electron heat transport model for magnetized plasmas

Z. H. Chen, Z. Q. Zhao, X. H. Yang, L. R. Li, B. Zeng, Z. Li, B. H. Xu, G. B. Zhang, H. H. Ma, M. Tang, Y. Y. Ma, H. Xu, F. Q. Shao, J. Zhang

专题命中 扩散模型 ：diffusion(abstract)

LaGarNet: Goal-Conditioned Recurrent State-Space Models for Pick-and-Place Garment Flattening

Halid Abdulrahim Kadi, Kasim Terzić

机构 * School of Computer Science, University of St Andrews（计算机科学学院，圣安德鲁大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments 20 pages, 11 figures and 3 tables

An improved lattice Boltzmann method with a novel conservative boundary scheme for viscoelastic fluid flows

Yuan Yu, Siwei Chen, Lei Wang, Hai-zhuan Yuan, Shi Shu

专题命中 扩散模型 ：diffusion(abstract)

Score Matching on Large Geometric Graphs for Cosmology Generation

Diana-Alexandra Onutu, Yue Zhao, Joaquin Vanschoren, Vlado Menkovski

机构 * Eindhoven University of Technology（埃因霍温理工大学） ； SURF 纠错

专题命中 扩散模型 ：diffusion(abstract)

Shape optimization problems with random coefficients via the penalty method

Xiaowei Pang

专题命中 扩散模型 ：diffusion(abstract)

How does picosecond structural deformation of (Ba,Sr)TiO$_{3}$ relate to the pyroelectric effect?

D. Schmidt, J. Wawra, D. Hensel, M. Brede, R. Hühne, P. Gaal

专题命中 扩散模型 ：diffusion(abstract)

Comments 7 pages and supplemental material

Where's the liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content

Haoyue Bai, Yiyou Sun, Wei Cheng, Haifeng Chen

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； University of California, Berkeley（加州大学伯克利分校） ； NEC Laboratories America（NEC美国实验室） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments CVPR 2025

Mesoscopic and Macroscopic Entropy Balance Equations in a Stochastic Dynamics and Its Deterministic Limit

Hong Qian, Zhongwei Shen

专题命中 扩散模型 ：diffusion(abstract)

Comments 24 pages

Journal ref Journal of Statistical Physics, vol. 192, 107 (2025)

Reinforcement Learning for Jump-Diffusions, with Financial Applications

Xuefeng Gao, Lingfei Li, Xun Yu Zhou

机构 * Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong（系统工程与工程管理系，香港中文大学） ； Department of Industrial Engineering and Operations Research and The Data Science Institute, Columbia University（工业工程与运营管理系及数据科学研究所，哥伦比亚大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Pulse sequence design for high field NMR with NV centers in dipolarly coupled samples

Carlos Munuera-Javaloy, Ander Tobalina, Jorge Casanova

专题命中 扩散模型 ：diffusion(abstract)

Comments 12 pages, 4 figures

Journal ref Sci Rep 15, 30956 (2025)

Enhancing the Trainability of Variational Quantum Circuits with Regularization Strategies

Jun Zhuang, Jack Cunningham, Chaowen Guan

机构 * Boise State University（博伊斯州立大学） ； University of Cincinnati（辛辛那提大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments Accepted for workshop QML@QCE'25. TL;DR: We propose a regularization strategy to improve the trainability of VQCs

Transient localization from the interaction with quantum bosons

H. Rammal, A. Ralko, S. Ciuchi, S. Fratini

专题命中 扩散模型 ：diffusion(abstract)

Intelligent Shanghai Typhoon Model (ISTM): A generative probabilistic emulator for typhoon hybrid modeling

Zeyi Niu, Wei Huang, Sirong Huang, Bo Qin, Mengqi Yang, Haofei Sun, Zhaoyang Huo, Haixia Xiao

专题命中 扩散模型 ：diffusion(abstract)

Spontaneous spiral patterns etched on Germanium

Yilin Wong, Giovanni Zocchi

专题命中 扩散模型 ：diffusion(abstract)

Comments 13 pages, 15 figures

From Classical Probabilistic Latent Variable Models to Modern Generative AI: A Unified Perspective

Tianhua Chen

机构 * School of Computing and Engineering University of Huddersfield（计算与工程学院赫德斯菲尔德大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments This is a substantially improved and expanded version of an earlier manuscript hosted on SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5244929

HemePLM-Diffuse: A Scalable Generative Framework for Protein-Ligand Dynamics in Large Biomolecular System

Rakesh Thakur, Riya Gupta

专题命中 扩散模型 ：diffusion(abstract)

Comments 7 pages, 9 figures and 1 table

FaceCrafter: Identity-Conditional Diffusion with Disentangled Control over Facial Pose, Expression, and Emotion

Kazuaki Mishima, Antoni Bigata Casademunt, Stavros Petridis, Maja Pantic, Kenji Suzuki

机构 * Institute of Science Tokyo（东京科学研究所） ； Imperial College London（伦敦帝国学院） 纠错

专题命中 可控生成 ：diffusion(title,abstract)；image generation(abstract)；分类 cs.CV

Comments 9 pages(excluding references), 3 figures, 5 tables

GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation

Tianwei Xiong, Jun Hao Liew, Zilong Huang, Jiashi Feng, Xihui Liu

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

专题命中 可控生成 ：image generation(title,abstract)；分类 cs.CV

Comments ICCV 2025. Project page: https://silentview.github.io/GigaTok

Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data

Stefania L. Moroianu, Christian Bluethgen, Pierre Chambon, Mehdi Cherti, Jean-Benoit Delbrouck, Magdalini Paschali, Brandon Price, Judy Gichoya, Jenia Jitsev, Curtis P. Langlotz, Akshay S. Chaudhari

机构 * Center for Artificial Intelligence in Medicine and Imaging, Stanford University（斯坦福大学人工智能医学与成像中心） ； Department of Radiology, Stanford University（斯坦福大学放射科） ； Department of Applied Physics, Stanford University（斯坦福大学应用物理系） ； Department of Biomedical Data Science, Stanford University（斯坦福大学生物医学数据科学系） ； Institute for Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich（苏黎世大学医院诊断与介入放射学研究所） ； LAION ； Juelich Supercomputing Center (JSC), Research Center Juelich (FZJ)（耶鲁超级计算中心（JSC）、耶鲁研究中心（FZJ）） ； Department of Radiology & Imaging Sciences, Emory University（埃默里大学放射科与成像科学系） ； Department of Radiology, University of Florida College of Medicine（佛罗里达大学医学院放射科） 纠错

专题命中 可控生成 ：text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

SSG-Dit: A Spatial Signal Guided Framework for Controllable Video Generation

Peng Hu, Yu Gu, Liang Luo, Fuji Ren

机构 * School of Computer Science and Engineering, University of Electronic Science and Technology of China（计算机科学与工程学院，电子科技大学） 纠错

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

A Novel Local Focusing Mechanism for Deepfake Detection Generalization

Mingliang Li, Lin Yuanbo Wu, Changhong Liu, Hanxi Li

机构 * Jiangxi Normal University, China（江西师范大学） ； Swansea University, United Kingdom（斯旺西大学） 纠错

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Image Augmentation Agent for Weakly Supervised Semantic Segmentation

Wangyu Wu, Xianglin Qiu, Siqi Song, Zhenhong Chen, Xiaowei Huang, Fei Ma, Jimin Xiao

机构 * Xi'an Jiaotong-Liverpool University（西安交通大学利物浦大学） ； University of Liverpool（利物浦大学） ； Microsoft（微软公司） 纠错

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments Accepted at Neurocomputing 2025

Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey

Tianxin Xie, Yan Rong, Pengfei Zhang, Wenwu Wang, Li Liu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） ； University of Surrey（萨里大学） 纠错

专题命中 可控生成 ：diffusion(abstract)；分类 cs.MM

Comments The first comprehensive survey on controllable TTS. Accepted to the EMNLP 2025 main conference

LumiSculpt: Enabling Consistent Portrait Lighting in Video Generation

Yuxin Zhang, Dandan Zheng, Biao Gong, Shiwen Wang, Jingdong Chen, Ming Yang, Weiming Dong, Changsheng Xu

机构 * MAIS, Institute of Automation, Chinese Academy of Sciecnes（MAIS，自动化研究所，中国科学院） ； Ant Group（蚂蚁集团） 纠错

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV