图像生成

Hyperspectral Image Generation with Unmixing Guided Diffusion Model

Shiyu Shen, Bin Pan, Ziye Zhang, Zhenwei Shi

机构 * School of Statistics and Data Science, KLMDASR, LEBPS, and LPMC, Nankai University（统计与数据科学学院，KLMDASR，LEBPS和LPMC，南开大学） ； Image Processing Center, School of Astronautics, Beihang University（图像处理中心，航天学院，北航大学） 纠错

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

DISCO: Language-Guided Manipulation with Diffusion Policies and Constrained Inpainting

Ce Hao, Kelvin Lin, Zhiwei Xue, Siyuan Luo, Harold Soh

机构 * School of Computing, National University of Singapore（新加坡国立大学计算机学院） ； Smart Systems Institute, NUS（NUS智能系统研究所） 纠错

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

Journal ref IEEE Robotics and Automation Letters ( Volume: 10, Issue: 10, October 2025)

DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos

Ce Zheng, Xianpeng Liu, Qucheng Peng, Tianfu Wu, Pu Wang, Chen Chen

机构 * Carnegie Mellon University（卡内基梅隆大学） ； North Carolina State University（北卡罗来纳州立大学） ； Center for Research in Computer Vision, University of Central Florida（中央佛罗里达大学计算机视觉研究中心） ； University of North Carolina at Charlotte（北卡罗来纳大学教堂山分校） 纠错

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

Comments WACV 2025

Temporal-Conditional Referring Video Object Segmentation with Noise-Free Text-to-Video Diffusion Model

Ruixin Zhang, Jiaqing Fan, Yifan Liao, Qian Qiao, Fanzhang Li

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

Comments 11 pages, 7 figures

Unsupervised Anomaly Detection Using Diffusion Trend Analysis for Display Inspection

Eunwoo Kim, Un Yang, Cheol Lae Roh, Stefano Ermon

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

Comments Published in the SID Digest of Technical Papers 2025 (Volume 56, Issue 1)

HouseCrafter: Lifting Floorplans to 3D Scenes with 2D Diffusion Model

Hieu T. Nguyen, Yiwen Chen, Vikram Voleti, Varun Jampani, Huaizu Jiang

机构 * Northeastern University（东北大学） ； Stability AI 纠错

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

GaitCrafter: Diffusion Model for Biometric Preserving Gait Synthesis

Sirshapan Mitra, Yogesh S. Rawat

机构 * CRCV, University of Central Florida（CRCV，中央佛罗里达大学） 纠错

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

Diffusion-Driven High-Dimensional Variable Selection

Minjie Wang, Xiaotong Shen, Wei Pan

专题命中 扩散模型 ：diffusion(title,abstract)

Calibrated Semantic Diffusion: A p-Laplacian Synthesis with Learnable Dissipation, Quantified Constants, and Graph-Aware Calibration

Faruk Alpay, Hamdi Alakkad

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 15 pages, 5 tables

Conditional Diffusion-Flow models for generating 3D cosmic density fields: applications to f(R) cosmologies

Julieth Katherine Riveros, Paola Saavedra, Hector J. Hortua, Jorge Enrique Garcia-Farieta, Ivan Olier

机构 * Grupo Signos, Departamento de Matemáticas, Universidad El Bosque（埃尔博斯克大学数学系信号组） ； Data Science Research Centre, Liverpool John Moores University（利物浦约翰·莫尔斯大学数据科学研究中心） ； Departamento de Física, Universidad de Córdoba（科尔多瓦大学物理系） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 13 pages comments welcome

Journal ref Mach. Learn.: Sci. Technol. 6 035031, 2025

SSD-TS: Exploring the Potential of Linear State Space Models for Diffusion Models in Time Series Imputation

Hongfan Gao, Wangmeng Shen, Xiangfei Qiu, Ronghui Xu, Jilin Hu, Bin Yang

机构 * East China Normal University（东华师范大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments KDD' 25

Resistive diffusion and radiative cooling effects in magnetized oblique shocks

R. Datta, E. Neill, E. Freeman, E. S. Lavine, S. Chowdhry, L. Horan, W. M. Potter, D. A. Hammer, B. R. Kusse, J. D. Hare

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 16 pages

The Lévy flight foraging hypothesis: comparison between stationary distributions and anomalous diffusion

Serena Dipierro, Giovanni Giacomin, Enrico Valdinoci

专题命中 扩散模型 ：diffusion(title)

Journal ref Journal of Physics A: Mathematical and Theoretical 56.48 (2023)

Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes

Dongjae Jeon, Dueun Kim, Albert No

机构 * Department of Computer Science, Yonsei University, Seoul, Korea（计算机科学系，延世大学，首尔，韩国） ； Department of Artificial Intelligence, Yonsei University, Seoul, Korea（人工智能系，延世大学，首尔，韩国） 纠错

专题命中 扩散模型 ：diffusion(abstract,comments)；image generation(abstract)

Comments Accepted at ICML 2025 (Spotlight). Code: https://github.com/Dongjae0324/sharpness_memorization_diffusion

Fully Automated Segmentation of Fiber Bundles in Anatomic Tracing Data

Kyriaki-Margarita Bintsi, Yaël Balbastre, Jingjing Wu, Julia F. Lehman, Suzanne N. Haber, Anastasia Yendiki

机构 * Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School（Athinoula A. Martinos 生物医学成像中心、麻省总医院和哈佛医学院） ； Department of Experimental Psychology, University College London（伦敦大学学院心理学系） ； Department of Pharmacology and Physiology, University of Rochester School of Medicine（罗切斯特大学医学学院药理学与生理学系） ； McLean Hospital（麦肯纳医院） 纠错

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

Comments Accepted at CDMRI, MICCAI 2025

Geo4D: Leveraging Video Generators for Geometric 4D Scene Reconstruction

Zeren Jiang, Chuanxia Zheng, Iro Laina, Diane Larlus, Andrea Vedaldi

机构 * Visual Geometry Group, University of Oxford（视觉几何组，牛津大学） ； Naver Labs Europe（Naver欧洲实验室） 纠错

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

Comments 17 pages, 6 figures, ICCV 2025 Highlight, Project page: https://geo4d.github.io/

Elementary Monte Carlo model of the anisotropic recrystallization and antiripening under intensive stirring and high supersaturations

Serhii Abakumov, Eugen Rabkin, Andriy Gusak

专题命中 扩散模型 ：diffusion(abstract)

Comments 18 pages, 11 figures

Text2Weight: Bridging Natural Language and Neural Network Weight Spaces

Bowen Tian, Wenshuo Chen, Zexi Li, Songning Lai, Jiemin Wu, Yutao Yue

机构 * Deep Interdisciplinary Intelligence Lab（深度跨学科智能实验室） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； The University of Cambridge（剑桥大学） ； Zhejiang University（浙江大学） ； Institute of Deep Perception Technology（深度感知技术研究所） ； Jiangsu Industrial Technology Research Institute（江苏省工业技术研究所） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments Accepted By ACM MM 2025 Main Track

Overcoming Quantum Resistivity Scaling in Nanoscale Interconnects Using Delafossite PdCoO2

Seoung-Hun Kang, Youngjun Lee, Sangmoon Yoon, JongMok Ok, Mina Yoon, Ho Nyung Lee, Young-Kyun Kwon

专题命中 扩散模型 ：diffusion(abstract)

A stability-enhanced nonstandard finite difference framework for solving one and two-dimensional nonlocal differential equations

Shweta Kumari, Mani Mehra

专题命中 扩散模型 ：diffusion(abstract)

Speech Enhancement based on cascaded two flows

Seonggyu Lee, Sein Cheong, Sangwook Han, Kihyuk Kim, Jong Won Shin

专题命中 扩散模型 ：diffusion(abstract)

Comments Accepted at Interspeech 2025

The mixing of internal gravity waves and lithium production in intermediate-mass AGB stars

Zhijun Wang, Guoliang Lü, Chunhua Zhu, Sufen Guo, Helei Liu, Xizhen Lu

专题命中 扩散模型 ：diffusion(abstract)

Comments Abstract edited (deletions & abbrev.) to meet char. limit. 11 pages, 9 figures, 2 tables. Accepted for publication in A&A

Journal ref A&A 700, A147 (2025)

Imaging Topological Defect Dynamics Mediating 2D Skyrmion Lattice Melting

Raphael Gruber, Jan Rothörl, Simon M. Fröhlich, Maarten A. Brems, Fabian Kammerbauer, Maria-Andromachi Syskaki, Elizabeth M. Jefremovas, Sachin Krishnia, Asle Sudbø, Peter Virnau, Mathias Kläui

专题命中 扩散模型 ：diffusion(abstract)

Origin of unexpected weak Gilbert damping in the LSMO/Pt bilayer system

Pritam Das, Pushpendra Gupta, Seung-Cheol Lee, Subhankar Bedanta, Satadeep Bhattacharjee

专题命中 扩散模型 ：diffusion(abstract)

Engineering morphogenesis of cell clusters with differentiable programming

Ramya Deshpande, Francesco Mottes, Ariana-Dalia Vlad, Michael P. Brenner, Alma dal Co

机构 * School of Engineering and Applied Sciences, Harvard University, Cambridge MA 02138（工程与应用科学学院，哈佛大学，剑桥MA 02138） ； Department of Computational Biology, University of Lausanne, Lausanne, Switzerland（计算生物学系，洛桑大学，洛桑，瑞士） ； Harvard College, Cambridge, MA 02138（哈佛学院，剑桥，MA 02138） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments 12 pages, 4 figures

Viscous influences on impulsively generated focused jets

Xianggang Cheng, Xiao-Peng Chen, Hang Ding, Chun-Yu Zhang, Haibao Hu, Laibing Jia

专题命中 扩散模型 ：diffusion(abstract)

Comments Accepted by Physical Review Fluids 9, L082001 (2024)

Journal ref Phys. Rev. Fluids 9, L082001 (2024)

Fine-Tuning Hydrophilic-Hydrophobic Balance in Stimuli-Responsive PEGPNIPAM Micelles for Controlled Drug Delivery

Ghazal Jamirad, Mahdi Seif, Abbas Montazeri

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Journal of Molecular Liquids, 436, 2025