图像生成

Noise induced Stability of a Mean-Field model of Systemic Risk with uncertain robustness

Alexander Alecio

专题命中 扩散模型 ：diffusion(abstract)

Reversibility, covariance and coarse-graining for Langevin dynamics: On the choice of multiplicative noise

Mario Ayala, Nicolas Dirr, Grigorios A. Pavliotis, Johannes Zimmer

专题命中 扩散模型 ：diffusion(abstract)

Comments 26 pages

Anomalous Dynamics of Superparamagnetic Colloidal Microrobots with Tailored Statistics

Alessia Gentili, Rainer Klages, Giorgio Volpe

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Small, e06538 (2025)

Shear-induced diffusivity in supercooled liquids

Mangesh Bhendale, Jayant K. Singh, Alessio Zaccone

专题命中 扩散模型 ：diffusion(abstract)

Journal ref J. Chem. Phys. 163, 144502 (2025)

Exploring the mechanisms of transverse relaxation of copper(II)-phthalocyanine spin qubits

Boning Li, Yifan Quan, Xufan Li, Guoqing Wang, Robert G Griffin, Avetik R Harutyunyan, Paola Cappellaro

专题命中 扩散模型 ：diffusion(abstract)

FP-AbDiff: Improving Score-based Antibody Design by Capturing Nonequilibrium Dynamics through the Underlying Fokker-Planck Equation

Jiameng Chen, Yida Xiong, Kun Li, Hongzhi Zhang, Xiantao Cai, Wenbin Hu, Jia Wu

专题命中 扩散模型 ：diffusion(abstract)

Comments 9 pages, 3 figures

WorldPlanner: Monte Carlo Tree Search and MPC with Action-Conditioned Visual World Models

R. Khorrambakht, Joaquim Ortiz-Haro, Joseph Amigo, Omar Mostafa, Daniel Dugas, Franziska Meier, Ludovic Righetti

机构 * Center for Robotics and Embodied Intelligence, Tandon School of Engineering, New York University, Brooklyn, NY（机器人与具身智能中心，工程学院，纽约大学，布鲁克林，纽约） ； FAIR at Meta（Meta的FAIR） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Simultaneous evaporation and imbibition of a droplet on a flooded porous substrate

David Craig, Alexander W. Wray, Khellil Sefiane, Stephen K. Wilson

专题命中 扩散模型 ：diffusion(abstract)

An Atomistically Informed Device Engineering (AIDE) Method Realized: A case study in GaAs

Leopoldo Diaz, Harold P. Hjalmarson, Jesse J. Lutz, Peter A. Schultz

专题命中 扩散模型 ：diffusion(abstract)

Diffusive Braking of Penetrative Convection in Stably-Stratified Fluids

Bradley W. Hindman, J. R. Fuentes

专题命中 扩散模型 ：diffusion(abstract)

Comments 19 pages, 7 figures, to be published in Physical Review Fluids

Flow matching for reaction pathway generation

Ping Tuo, Jiale Chen, Ju Li

机构 * Bakar Institute of Digital Materials for the Planet（数字材料为地球的巴卡研究所） ； University of California, Berkeley（加州大学伯克利分校） ； Institute of Science and Technology Austria（奥地利科学与技术研究所） ； Massachusetts Institute of Technology（麻省理工学院） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments Updates from the previous version: fixed some typos of energy units. (Miswritten kcal/mol as eV several times in the previous version)

Neural Physics: Using AI Libraries to Develop Physics-Based Solvers for Incompressible Computational Fluid Dynamics

Boyang Chen, Claire E. Heaney, Christopher C. Pain

机构 * Applied Modelling and Computation Group, Department of Earth Science and Engineering, Imperial College London（地球科学与工程系应用建模与计算组，帝国理工学院伦敦分校） ； Centre for AI-Physics Modelling, Imperial-X, Imperial College London（人工智能-物理建模中心，帝国-X，帝国理工学院伦敦分校） ； Data Assimilation Laboratory, Data Science Institute, Imperial College London（数据同化实验室，数据科学研究所，帝国理工学院伦敦分校） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments 28 pages, 14 figures

Gappy AE: A Nonlinear Approach for Gappy Data Reconstruction using Auto-Encoder

Youngkyu Kim, Youngsoo Choi, Byounghyun Yoo

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Computer Methods in Applied Mechanics and Engineering 426 (2024)

Edge Dynamics in Iron-Cluster Catalyzed Growth of Single-Walled Carbon Nanotubes Revealed by Molecular Dynamics Simulations based on a Neural Network Potential

Ikuma Kohata, Ryo Yoshikawa, Kaoru Hisama, Christophe Bichara, Keigo Otsuka, Shigeo Maruyama

专题命中 扩散模型 ：diffusion(abstract)

Comments Supporting Videos can be found on YouTube at the following links S1: https://www.youtube.com/watch?v=ZvlT2Zo0NH4 S2: https://www.youtube.com/watch?v=P56K6g3IJl8

Journal ref Carbon, 247, 120913 (2026)

Seeing What You Say: Expressive Image Generation from Speech

Jiyoung Lee, Song Park, Sanghyuk Chun, Soo-Whan Chung

机构 * Ewha Womans University（东亚大学） ； Princeton University（普林斯顿大学） ； NAVER CLOUD 纠错

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

Comments In progress

SyMuPe: Affective and Controllable Symbolic Music Performance

Ilya Borovik, Dmitrii Gavrilev, Vladimir Viro

机构 * Skolkovo Institute of Science and Technology（斯克洛夫诺科学与技术研究所） ； Peachnote GmbH（Peachnote公司） 纠错

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

Comments ACM Multimedia 2025. Extended version with supplementary material

Journal ref Proceedings of the 33rd ACM International Conference on Multimedia (MM '25), October 27-31, 2025, Dublin, Ireland, pp. 10699-10708

Stochastic Control of Dividends with a Drawdown Penalty

Kira Dudziak, Hanspeter Schmidli

专题命中 可控生成 ：diffusion(abstract)

MEDIC: Zero-shot Music Editing with Disentangled Inversion Control

Huadai Liu, Jialei Wang, Xiangtai Li, Wen Wang, Qian Chen, Rongjie Huang, Yang Liu, Jiayang Xu, Zhou Zhao

机构 * HKUST（香港科技大学） ； Alibaba Group（阿里巴巴集团） ； Zhejiang University（浙江大学） ； ByteDance Inc.（字节跳动公司） 纠错

专题命中 可控生成 ：diffusion(abstract)

Comments ACM Multimedia 2025

Unified Long Video Inpainting and Outpainting via Overlapping High-Order Co-Denoising

Shuangquan Lyu, Steven Mao, Yue Ma

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

Finetuning-Free Personalization of Text to Image Generation via Hypernetworks

Sagar Shrestha, Gopal Sharma, Luowei Zhou, Suren Kumar

机构 * Samsung AI Center Mountain View（三星AI中心山景） 纠错

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

Inference-Time Personalized Alignment with a Few User Preference Queries

Victor-Alexandru Pădurean, Parameswaran Kamalaruban, Nachiket Kotalwar, Alkis Gotovos, Adish Singla

机构 * MPI-SWS 纠错

专题命中 个性化与一致性 ：image generation(abstract)

Comments NeurIPS'25 paper

An efficient asymptotic preserving Monte Carlo method for frequency-dependent radiative transfer equations

Yiyang Hong, Yi Shi, Yi Cai, Tao Xiong

专题命中 效率与蒸馏 ：diffusion(abstract)

Efficient space-time reduced order model for linear dynamical systems in Python using less than 120 lines of code

Youngkyu Kim, Karen May Wang, Youngsoo Choi

专题命中 效率与蒸馏 ：diffusion(abstract)

Comments 24 pages, 18 figures

Journal ref Mathematics, 9(14):1690, 2021