图像生成 - arXivDaily 专题

2304.04011 2025-10-07 math.AP 78%

Stability for the Surface Diffusion Flow

Antonia Diana, Nicola Fusco, Carlo Mantegazza

专题命中扩散模型：diffusion(title,abstract)

2510.03364 2025-10-07 cs.LG cs.AI 78%

Diffusion-Based, Data-Assimilation-Enabled Super-Resolution of Hub-height Winds

Xiaolong Ma, Xu Dong, Ashley Tarrant, Lei Yang, Rao Kotamarthi, Jiali Wang, Feng Yan, Rajkumar Kettimuthu

机构 * Argonne National Laboratory（阿贡国家实验室）； University of Houston（休斯敦大学）； The Ohio State University（俄亥俄州立大学）； University of Nevada, Reno（内华达大学拉森分校）

专题命中扩散模型：diffusion(title,abstract)

2510.03335 2025-10-07 cs.LG eess.IV 78%

Matching the Optimal Denoiser in Point Cloud Diffusion with (Improved) Rotational Alignment

Ameya Daigavane, YuQing Xie, Bodhi P. Vani, Saeed Saremi, Joseph Kleinhenz, Tess Smidt

机构 * Massachusetts Institute of Technology（麻省理工学院）； Prescient Design, Genentech（Prescient Design，Genentech）

专题命中扩散模型：diffusion(title,abstract)

Comments under review

2510.03274 2025-10-07 cs.LG cs.AI 78%

Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models

Tianao Zhang, Zhiteng Li, Xianglong Yan, Haotong Qin, Yong Guo, Yulun Zhang

机构 * Shanghai Jiao Tong University（上海交通大学）； ETH Zürich（苏黎世联邦理工学院）； South China University of Technology（华南理工大学）

专题命中扩散模型：diffusion(title,abstract)

2510.03270 2025-10-07 cs.LG cs.AI 78%

CoDA: Coding LM via Diffusion Adaptation

Haolin Chen, Shiyu Wang, Can Qin, Bo Pang, Zuxin Liu, Jielin Qiu, Jianguo Zhang, Yingbo Zhou, Zeyuan Chen, Ran Xu, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang, Weiran Yao

机构 * Salesforce AI Research（Salesforce人工智能研究）

专题命中扩散模型：diffusion(title,abstract)

2412.06980 2025-10-07 eess.IV 78%

Diff-GO$^\text{n}$: Enhancing Diffusion Models for Goal-Oriented Communications

Suchinthaka Wanninayaka, Achintha Wijesinghe, Weiwei Wang, Yu-Chieh Chao, Songyang Zhang, Zhi Ding

专题命中扩散模型：diffusion(title,abstract)

Comments Submitted to IEEE International Conference on Communications (ICC) 2025

Journal ref ICC 2025 - IEEE International Conference on Communications, pp. 4535-4540, 2025

2303.11943 2025-10-07 cs.SI cs.CE physics.soc-ph 78%

SGRDN-Data learned sparsification of graph reaction-diffusion networks

Abhishek Ajayakumar, Soumyendu Raha

专题命中扩散模型：diffusion(title,abstract)

2508.16612 2025-10-07 cs.HC cs.AI cs.CV cs.CY 70%

Negative Shanshui: Real-time Interactive Ink Painting Synthesis

Aven-Le Zhou

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港理工大学（广州））

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

2510.04999 2025-10-07 cs.GR cs.AI cs.CV 62%

Bridging Text and Video Generation: A Survey

Nilay Kumar, Priyansh Bhandari, G. Maragatham

机构 * Department of Computational Intelligence（计算智能系）； SRM Institute of Science and Technology（SRM科学与技术学院）

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

2510.04637 2025-10-07 cs.GR cs.CV 62%

Social Agent: Mastering Dyadic Nonverbal Behavior Generation via Conversational LLM Agents

Zeyi Zhang, Yanju Zhou, Heyuan Yao, Tenglong Ao, Xiaohang Zhan, Libin Liu

机构 * School of Intelligence Science and Technology, Peking University（北京大学智能科学与技术学院）； Yuanpei College, Peking University（北京大学元培学院）； School of Computer Science, Peking University（北京大学计算机学院）； Tencent（腾讯）； State Key Laboratory of General Artificial Intelligence, Peking University（北京大学通用人工智能国家重点实验室）

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

Comments SIGGRAPH ASIA 2025 (Conference Track); Project page: https://pku-mocca.github.io/Social-Agent-Page/

2412.07730 2025-10-07 cs.CV cs.AI cs.LG cs.MM 62%

STIV: Scalable Text and Image Conditioned Video Generation

Zongyu Lin, Wei Liu, Chen Chen, Jiasen Lu, Wenze Hu, Tsu-Jui Fu, Jesse Allardice, Zhengfeng Lai, Liangchen Song, Bowen Zhang, Cha Chen, Yiran Fei, Lezhi Li, Yizhou Sun, Kai-Wei Chang, Yinfei Yang

机构 * Apple（苹果公司）； University of California, Los Angeles（加州大学洛杉矶分校）

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

2510.04577 2025-10-07 cs.SD cs.LG cs.MM eess.AS 57%

Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers

Juncheng Wang, Chao Xu, Cheng Yu, Zhe Hu, Haoyu Xie, Guoqi Yu, Lei Shang, Shujun Wang

机构 * The Hong Kong Polytechnic University（香港理工大学）； Alibaba Group（阿里巴巴集团）

专题命中扩散模型：diffusion(abstract)；分类 cs.MM

Comments Accepted to EMNLP 2025

2510.03909 2025-10-07 cs.CV 57%

Generating Human Motion Videos using a Cascaded Text-to-Video Framework

Hyelin Nam, Hyojun Go, Byeongjun Park, Byung-Hoon Kim, Hyungjin Chung

机构 * EverEx ； University of Michigan（密歇根大学）； ETH Zurich（苏黎世联邦理工学院）； Yonsei University（延世大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments 18 pages, 7 figures, Project Page:https://hyelinnam.github.io/Cameo/

2510.03821 2025-10-07 cs.CV 57%

Contrastive-SDE: Guiding Stochastic Differential Equations with Contrastive Learning for Unpaired Image-to-Image Translation

Venkata Narendra Kotyada, Revanth Eranki, Nagesh Bhattu Sristy

机构 * Department of Computer Science & Engineering（计算机科学与工程系）； National Institute of Technology, Andhra Pradesh（安得拉邦国立理工学院）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments 9 pages, 3 figures

2509.23258 2025-10-07 cs.CV 57%

OracleGS: Grounding Generative Priors for Sparse-View Gaussian Splatting

Atakan Topaloglu, Kunyi Li, Michael Niemeyer, Nassir Navab, A. Murat Tekalp, Federico Tombari

机构 * ETH Zürich（苏黎世联邦理工学院）； Koç University（科卡大学）； KUIS AI Center（KUIS人工智能中心）； Technical University of Munich（慕尼黑技术大学）； Google（谷歌）； Munich Center for Machine Learning（慕尼黑机器学习中心）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments Project page available at: https://atakan-topaloglu.github.io/oraclegs/

2508.02605 2025-10-07 cs.CV 57%

ReMoMask: Retrieval-Augmented Masked Motion Generation

Zhengdao Li, Siheng Wang, Zeyu Zhang, Hao Tang

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

2506.00908 2025-10-07 cs.CV 57%

DS-VTON: An Enhanced Dual-Scale Coarse-to-Fine Framework for Virtual Try-On

Xianbing Sun, Yan Hong, Jiahui Zhan, Jun Lan, Huijia Zhu, Weiqiang Wang, Liqing Zhang, Jianfu Zhang

机构 * Shanghai Jiao Tong University（上海交通大学）； Ant Group（蚂蚁集团）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

2505.15765 2025-10-07 cs.CV cs.AI 57%

Constructing a 3D Scene from a Single Image

Kaizhi Zheng, Ruijian Zha, Zishuo Xu, Jing Gu, Jie Yang, Xin Eric Wang

机构 * UC Santa Cruz（加州大学圣克ruz分校）； UC Santa Barbara（加州大学圣芭芭拉分校）； Columbia University（哥伦比亚大学）； Utopai Studios（Utopai工作室）

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

2412.11100 2025-10-07 cs.CV 57%

DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes

Jinxiu Liu, Shaoheng Lin, Yinxiao Li, Ming-Hsuan Yang

机构 * South China University of Technology（南方科技大学）； Google DeepMind（谷歌DeepMind）； UC Merced（加州大学默塞德分校）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments CVPR 2025

2510.03287 2025-10-07 cs.CV 57%

SoC-DT: Standard-of-Care Aligned Digital Twins for Patient-Specific Tumor Dynamics

Moinak Bhattacharya, Gagandeep Singh, Prateek Prasanna

机构 * Stony Brook University（石溪大学）； Columbia University（哥伦比亚大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

2510.04892 2025-10-07 cond-mat.soft 50%

Effect of ice nucleating proteins on the structure-property relationships of ice: A molecular dynamics study

A. K. Shargh, C. D. Stiles, J. A. El-Awady

专题命中扩散模型：diffusion(abstract)

2510.04878 2025-10-07 cs.LG q-bio.QM 50%

Flow-Matching Based Refiner for Molecular Conformer Generation

Xiangyang Xu, Hongyang Gao

机构 * Iowa State University（爱荷华州立大学）

专题命中扩散模型：diffusion(abstract)

2510.04785 2025-10-07 physics.soc-ph econ.GN q-fin.EC 50%

A behavioral reinvestigation of the effect of long ties on social contagions

Luca Lazzaro, Manuel S. Mariani, René Algesheimer, Radu Tanase

专题命中扩散模型：diffusion(abstract)

2507.08369 2025-10-07 cond-mat.stat-mech physics.bio-ph physics.class-ph 50%

Enhanced dispersion of active microswimmers in confined flows

Marc Lagoin, Juliette Lacherez, Guirec de Tournemire, Ahmad Badr, Yacine Amarouchene, Antoine Allard, Thomas Salez

专题命中扩散模型：diffusion(abstract)

2502.13281 2025-10-07 cs.HC 50%

Beyond Training: How Workers Discover Value in Enterprise AI

Riya Sahni, Lydia B. Chilton

专题命中扩散模型：diffusion(abstract)

Comments 10 pages, 3 figures

2412.15065 2025-10-07 math.NA cs.NA physics.app-ph 50%

Numerical analysis and simulation of lateral memristive devices: Schottky, ohmic, and multi-dimensional electrode models

Dilara Abdel, Maxime Herda, Martin Ziegler, Claire Chainais-Hillairet, Benjamin Spetzler, Patricio Farrell

专题命中扩散模型：diffusion(abstract)

2412.13143 2025-10-07 math.NA cs.NA 50%

A finite volume scheme for the local sensing chemotaxis model

Maxime Herda, Ariane Trescases, Antoine Zurek

专题命中扩散模型：diffusion(abstract)

2407.07231 2025-10-07 quant-ph 50%

Reproducing Kernel Hilbert Space Approach to Non-Markovian Quantum Stochastic Models

John E. Gough, Haijin Ding, Nina H. Amini

专题命中扩散模型：diffusion(abstract)

Comments 16 pages

Journal ref J. Math. Phys. 66, 042102 (2025)

2510.04589 2025-10-07 cond-mat.mtrl-sci physics.comp-ph 50%

Investigating into mechanisms of high temperature strength of refractory high-entropy alloys

Sai Anandhi Seetharaman, Soumyadipta Maiti, Ambesh Gupta, Beena Rai

专题命中扩散模型：diffusion(abstract)

Comments 32 pages, 9 figures

2510.04485 2025-10-07 cond-mat.stat-mech 50%

Identifying non-equilibrium fluctuations in Intracellular Motion Using Recurrent Neural Networks

Tomas Basile, Natascha Leijnse, Malte Slot Lauridsen, Younes Farhangi Barooji, Amin Doostmohammadi, Karel Proesmans

专题命中扩散模型：diffusion(abstract)

1. 扩散模型 98 篇

Stability for the Surface Diffusion Flow

Diffusion-Based, Data-Assimilation-Enabled Super-Resolution of Hub-height Winds

Matching the Optimal Denoiser in Point Cloud Diffusion with (Improved) Rotational Alignment

Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models

CoDA: Coding LM via Diffusion Adaptation

Diff-GO$^\text{n}$: Enhancing Diffusion Models for Goal-Oriented Communications

SGRDN-Data learned sparsification of graph reaction-diffusion networks

Negative Shanshui: Real-time Interactive Ink Painting Synthesis

Bridging Text and Video Generation: A Survey

Social Agent: Mastering Dyadic Nonverbal Behavior Generation via Conversational LLM Agents

STIV: Scalable Text and Image Conditioned Video Generation

Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers

Generating Human Motion Videos using a Cascaded Text-to-Video Framework

Contrastive-SDE: Guiding Stochastic Differential Equations with Contrastive Learning for Unpaired Image-to-Image Translation

OracleGS: Grounding Generative Priors for Sparse-View Gaussian Splatting

ReMoMask: Retrieval-Augmented Masked Motion Generation

DS-VTON: An Enhanced Dual-Scale Coarse-to-Fine Framework for Virtual Try-On

Constructing a 3D Scene from a Single Image

DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes

SoC-DT: Standard-of-Care Aligned Digital Twins for Patient-Specific Tumor Dynamics

Effect of ice nucleating proteins on the structure-property relationships of ice: A molecular dynamics study

Flow-Matching Based Refiner for Molecular Conformer Generation

A behavioral reinvestigation of the effect of long ties on social contagions

Enhanced dispersion of active microswimmers in confined flows

Beyond Training: How Workers Discover Value in Enterprise AI

Numerical analysis and simulation of lateral memristive devices: Schottky, ohmic, and multi-dimensional electrode models

A finite volume scheme for the local sensing chemotaxis model

Reproducing Kernel Hilbert Space Approach to Non-Markovian Quantum Stochastic Models

Investigating into mechanisms of high temperature strength of refractory high-entropy alloys

Identifying non-equilibrium fluctuations in Intracellular Motion Using Recurrent Neural Networks