图像生成

Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph Embeddings

Aditya Sengar, Ali Hariri, Daniel Probst, Patrick Barth, Pierre Vandergheynst

机构 * Signal Processing Laboratory (LTS2), EPFL, Lausanne, Switzerland（信号处理实验室（LTS2），瑞士洛桑联邦理工学院） ； Institute of Bioengineering, EPFL, Lausanne, Switzerland（生物工程研究所，瑞士洛桑联邦理工学院） ； Bioinformatics Group, University & Research Wageningen, The Netherlands（生物信息学组，荷兰瓦赫宁根大学及研究学院） ； Ludwig Institute for Cancer Research, Lausanne, Switzerland（癌症研究路易斯研究所，瑞士洛桑） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 10 pages (main text), 4 figures, 2 tables. Submitted to NeurIPS 2025. Code and data are publicly available

LD-Scene: LLM-Guided Diffusion for Controllable Generation of Adversarial Safety-Critical Driving Scenarios

Mingxing Peng, Yuting Xie, Xusen Guo, Ruoyu Yao, Hai Yang, Jun Ma

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； School of Computer Science and Engineering, Sun Yat-sen University（中山大学计算机科学与工程学院） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 18 pages, 8 figures

An energy-stable minimal deformation rate scheme for mean curvature flow and surface diffusion

Guangwei Gao, Harald Garcke, Buyang Li, Rong Tang

专题命中 扩散模型 ：diffusion(title,abstract)

A BDDC method with an adaptive coarse space for three-dimensional advection-diffusion problems

Jie Peng, Shi Shu, Junxian Wang, Liuqiang Zhong

专题命中 扩散模型 ：diffusion(title,abstract)

Prompt-to-Slate: Diffusion Models for Prompt-Conditioned Slate Generation

Federico Tomasi, Francesco Fabbri, Justin Carter, Elias Kalomiris, Mounia Lalmas, Zhenwen Dai

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 9 pages, 5 figures, 3 tables. Accepted at RecSys '25

Rigorous fast signal diffusion limit and convergence rates with the initial layer effect in a competitive chemotaxis system

Cordula Reisch, Bao-Ngoc Tran, Juan Yang

专题命中 扩散模型 ：diffusion(title,abstract)

Learning from B Cell Evolution: Adaptive Multi-Expert Diffusion for Antibody Design via Online Optimization

Hanqi Feng, Peng Qiu, Mengchun Zhang, Yiran Tao, You Fan, Jingtao Xu, Barnabas Poczos

专题命中 扩散模型 ：diffusion(title,abstract)

Rapidity asymmetry of jet-hadron correlation as a robust signal of diffusion wake induced by di-jets in high-energy heavy-ion collisions

Zhong Yang, Xin-Nian Wang

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 6 pages in RevTex with 4 figures (final published version)

DualFit: A Two-Stage Virtual Try-On via Warping and Synthesis

Minh Tran, Johnmark Clements, Annie Prasanna, Tri Nguyen, Ngan Le

机构 * University of Arkansas（亚拉巴马大学） ； Coupang, Inc.（Coupang公司） 纠错

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

Comments Retail Vision, ICCV 2025

4DNeX: Feed-Forward 4D Generative Modeling Made Easy

Zhaoxi Chen, Tianqi Liu, Long Zhuo, Jiawei Ren, Zeng Tao, He Zhu, Fangzhou Hong, Liang Pan, Ziwei Liu

机构 * S-Lab, Nanyang Technological University（南洋理工大学S实验室） ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

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

Comments Project Page: https://4dnex.github.io/

ID-Card Synthetic Generation: Toward a Simulated Bona fide Dataset

Qingwen Zeng, Juan E. Tapia, Izan Garcia, Juan M. Espin, Christoph Busch

机构 * da/sec-Biometrics and Internet Security Research Group, Hochschule Darmstadt（达塞生物识别与互联网安全研究组，达姆斯塔特大学） ； DTU（技术大学） ； Facephi company, R&D department（Facephi公司，研发部门） 纠错

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

EgoTwin: Dreaming Body and View in First Person

Jingqiao Xiu, Fangzhou Hong, Yicong Li, Mengze Li, Wentao Wang, Sirui Han, Liang Pan, Ziwei Liu

机构 * National University of Singapore（新加坡国立大学） ； Nanyang Technological University（南洋理工大学） ； Hong Kong University of Science and Technology（香港科学与技术大学） ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

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

Compact Attention: Exploiting Structured Spatio-Temporal Sparsity for Fast Video Generation

Qirui Li, Guangcong Zheng, Qi Zhao, Jie Li, Bin Dong, Yiwu Yao, Xi Li

机构 * College of Computer Science & Technology, Zhejiang University（计算机科学与技术学院，浙江大学） ； Huawei Technologies（华为技术） 纠错

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

Synthetic Data is Sufficient for Zero-Shot Visual Generalization from Offline Data

Ahmet H. Güzel, Ilija Bogunovic, Jack Parker-Holder

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

Journal ref Journal=Transactions on Machine Learning Research Issue Number: 2835-8856 Year: 2025

SimInterview: Transforming Business Education through Large Language Model-Based Simulated Multilingual Interview Training System

Truong Thanh Hung Nguyen, Tran Diem Quynh Nguyen, Hoang Loc Cao, Thi Cam Thanh Tran, Thi Cam Mai Truong, Hung Cao

机构 * Analytics Everywhere Lab, University of New Brunswick, Canada（新不伦瑞克大学分析 everywhere 实验室） ； University of Foreign Language Studies, University of Danang, Vietnam（越南丹绒大学外语学院） ； Faculty of Information Technology, University of Science, VNU-HCM, Vietnam（越南胡志明市大学信息科技学院） ； Faculty of Economics and Accounting, Quy Nhon University, Vietnam（越南奎隆大学经济与会计学院） ； Faculty of Natural Sciences, Quy Nhon University, Vietnam（越南奎隆大学自然科学学院） 纠错

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

Comments Published as a conference paper at ICEFM 2025

Reinforced Context Order Recovery for Adaptive Reasoning and Planning

Long Ma, Fangwei Zhong, Yizhou Wang

机构 * Peking University（北京大学） ； Beijing Normal University（北京师范大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

The Leibenson process

Viorel Barbu, Sebastian Grube, Marco Rehmeier, Michael Röckner

专题命中 扩散模型 ：diffusion(abstract)

Comments 46 pages, 1 figure

TURB-Scalar. A large database of passive scalar fields advected by 2D Navier-Stokes in the turbulent inverse cascade regime

Chiara Calascibetta, Luca Biferale, Fabio Bonaccorso, Massimo Cencini

专题命中 扩散模型 ：diffusion(abstract)

Cognitive Structure Generation: From Educational Priors to Policy Optimization

Hengnian Gu, Zhifu Chen, Yuxin Chen, Jin Peng Zhou, Dongdai Zhou

机构 * Northeast Normal University（东北师范大学） ； Cornell University（康奈尔大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

FlowMol3: Flow Matching for 3D De Novo Small-Molecule Generation

Ian Dunn, David R. Koes

机构 * Department of Computational and Systems Biology, University of Pittsburgh（计算与系统生物学系，匹兹堡大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Spin decoherence dynamics of Er$^{3+}$ in CeO$_2$ film

Sagar Kumar Seth, Jonah Nagura, Vrindaa Somjit, Aneesh Bapat, Xinhao Li, Gregory D. Grant, Ignas Masiulionis, Xu Han, F. Joseph Heremans, Giulia Galli, David D. Awschalom, Supratik Guha, Jiefei Zhang

专题命中 扩散模型 ：diffusion(abstract)

Comments 6 pages, 4 figures

Topological Dissipation as the Missing Link in Multiscale Polymer Dynamics

Xu-Ze Zhang, Rui Shi, Ming-Ji Fang, Zhong-Yuan Lu, Hu-Jun Qian

专题命中 扩散模型 ：diffusion(abstract)

Comments 5 pages, 5 figures

Strong overlap of deterministic and stochastic dynamics in a super-diffusive regime

Muhammad Tayyab, Jahanzeb Tariq

专题命中 扩散模型 ：diffusion(abstract)

Comments 22 pages, 5 figures

Marketron Through the Looking Glass: From Equity Dynamics to Option Pricing in Incomplete Markets

Igor Halperin, Andrey Itkin

专题命中 扩散模型 ：diffusion(abstract)

Comments 40 pages, 8 figures, 9 tables

Parabolic abstract evolution equations in cylindrical domains and uniformly local Sobolev spaces

Romain Joly

专题命中 扩散模型 ：diffusion(abstract)

NoProp: Training Neural Networks without Full Back-propagation or Full Forward-propagation

Qinyu Li, Yee Whye Teh, Razvan Pascanu

机构 * Department of Statistics University of Oxford（统计系牛津大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments Camera-ready version for CoLLAs 2025

Confinement to deterministic manifolds and low-dimensional solution formulas for continuously measured quantum systems

Alain Sarlette, Cyril Elouard, Pierre Rouchon

专题命中 扩散模型 ：diffusion(abstract)

Quasi-aperiodic grain boundary phases of Σ5 tilt grain boundaries in refractory metals

Enze Chen, Timofey Frolov

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Physical Review B, vol. 112, (6), 2025, pg. L060101

Creating currents of electric bubbles

Jorge Íñiguez-González, Hugo Aramberri

专题命中 扩散模型 ：diffusion(abstract)

Comments 5 pages, 6 figures

Martingale and analytic dimensions coincide under Gaussian heat kernel bounds

Mathav Murugan

专题命中 扩散模型 ：diffusion(abstract)

Comments 23 pages; accepted version, to appear in Bulletin des Sciences Mathématiques