图像生成

Denoising Vision Transformer Autoencoder with Spectral Self-Regularization

Xunzhi Xiang, Xingye Tian, Guiyu Zhang, Yabo Chen, Shaofeng Zhang, Xuebo Wang, Xin Tao, Qi Fan

机构 * Nanjing University（南京大学） ； Kling Team, Kuaishou Technology（快手科技 Kling 团队） ； Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）） ； Shanghai Jiao Tong University（上海交通大学） ； University of Science and Technology of China（中国科学技术大学） 纠错

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

AURA: Development and Validation of an Augmented Unplanned Removal Alert System using Synthetic ICU Videos

Junhyuk Seo, Hyeyoon Moon, Kyu-Hwan Jung, Namkee Oh, Taerim Kim

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

Comments 12 pages, 5 figures

LSS3D: Learnable Spatial Shifting for Consistent and High-Quality 3D Generation from Single-Image

Zhuojiang Cai, Yiheng Zhang, Meitong Guo, Mingdao Wang, Yuwang Wang

机构 * Tsinghua University, Beijing, China（清华大学） ； Beihang University, Beijing, China（北航） ； National University of Singapore, Singapore（国立新加坡大学） 纠错

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

Generative Perception of Shape and Material from Differential Motion

Xinran Nicole Han, Ko Nishino, Todd Zickler

机构 * Harvard University（哈佛大学） ； Kyoto University（京都大学） 纠错

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

Toroidal density-equalizing map for genus-one surfaces

Shunyu Yao, Gary P. T. Choi

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

Journal ref Journal of Computational and Applied Mathematics, 472, 116844 (2026)

FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification

Cheng-Chang Tsai, Kai-Wen Cheng, Chun-Shien Lu

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

Comments Extended version. 22 pages, 18 figures, 6 tables

Exposing DeepFakes via Hyperspectral Domain Mapping

Aditya Mehta, Swarnim Chaudhary, Pratik Narang, Jagat Sesh Challa

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

Comments Accepted at AAAI 2026 Student Abstract

Optimizing Input of Denoising Score Matching is Biased Towards Higher Score Norm

Tongda Xu

机构 * AIR & CST, Tsinghua University（人工智能研究院与计算科学与技术系，清华大学） 纠错

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

Comments NIPS 25 Workshop: Frontiers in Probabilistic Inference: Sampling Meets Learning

Local asymptotic normality for discretely observed McKean-Vlasov diffusions

Akram Heidari, Mark Podolskij

专题命中 扩散模型 ：diffusion(abstract)

TransFit-CSM: A Fast, Physically Consistent Framework for Interaction-Powered Transients

Yu-Hao Zhang, Liang-Duan Liu, Ze-Xin Du, Guang-Lei Wu, Jing-Yao Li, Yun-Wei Yu

专题命中 扩散模型 ：diffusion(abstract)

Comments 19 pages 10 figures

Seek and You Shall Fold

Nadav Bojan Sellam, Meital Bojan, Paul Schanda, Alex Bronstein

机构 * IST Austria（IST奥地利研究院） ； Technion, Israel（技术学院，以色列） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Aethorix v1.0: An Integrated Scientific AI Agent for Scalable Inorganic Materials Innovation and Industrial Implementation

Yingjie Shi, Yiru Gong, Yiqun Su, Suya Xiong, Jiale Han, Runtian Miao

专题命中 扩散模型 ：diffusion(abstract)

Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design

Lyle Regenwetter, Akash Srivastava, Dan Gutfreund, Faez Ahmed

机构 * Massachusetts Institute of Technology（麻省理工学院） ； MIT-IBM Watson AI Lab（MIT-IBM沃森人工智能实验室） 纠错

专题命中 扩散模型 ：diffusion(abstract)

General multilevel Monte Carlo methods for pricing discretely monitored Asian options

Nabil Kahale

专题命中 扩散模型 ：diffusion(abstract)

Comments 22 pages. Presented at the 35th Spring International Conference of the French Finance Association, May 2018

Journal ref European Journal of Operational Research Volume 287, Issue 2, 2020, Pages 739-748

Non-asymptotic Analysis of Poisson randomized midpoint Langevin Monte Carlo

Tian Shen, Zhonggen Su

专题命中 扩散模型 ：diffusion(abstract)

On a calculation method of the thickness via partial differential equations

Atsushi Nakayasu, Takayuki Yamada

专题命中 扩散模型 ：diffusion(abstract)

Method of Manufactured Learning for Solver-free Training of Neural Operators

Arth Sojitra, Omer San

专题命中 扩散模型 ：diffusion(abstract)

Modeling stellar convective transport with plumes : II. Transport Properties of Locally and Non-locally driven Convection

Youhei Masada, Tomoya Takiwaki, Nobumitsu Yoko

专题命中 扩散模型 ：diffusion(abstract)

Comments 11 pages, 12 figures, submitted to MNRAS

Fully nonlinear second-order mean field games with nondifferentiable Hamiltonians

Thomas Sales, Iain Smears

专题命中 扩散模型 ：diffusion(abstract)

QPU Micro-Kernels for Stencil Computation

Stefano Markidis, Luca Pennati, Marco Pasquale, Gilbert Netzer, Ivy Peng

专题命中 扩散模型 ：diffusion(abstract)

Comments Accepted for publication at SCA/HPCAsia 2026

Self-Organization Dynamics Beyond Equilibrium: Discreteness, Computation, and Rules of Life

Hyun Youk

专题命中 扩散模型 ：diffusion(abstract)

Some continuity estimates for ruin probability and other ruin-related quantities

Lazaros Kanellopoulos

专题命中 扩散模型 ：diffusion(abstract)

Fokker--Planck equations and n--dimensional Poincaré inequalities for isotropic densities

G. Furioli, A. Pulvirenti, E. Terraneo, G. Toscani

专题命中 扩散模型 ：diffusion(abstract)

Time-Dependent Oxidation and Scale Evolution of a Wrought Co/Ni-based Superalloy

Cameron. Crabb, Zachary. T. Kloenne, Samuel. R. Rogers, Chi-Hang. D. Kwok, Mark. C. Hardy, Michelle. S. Conroy, David. Dye

专题命中 扩散模型 ：diffusion(abstract)

Comments 10 pages, 8 figures. corrected typo page 1 section 1 number [5] was mistake prior to text start, missed co author in meta data (Mark C Hardy) added in

HQ-SVC: Towards High-Quality Zero-Shot Singing Voice Conversion in Low-Resource Scenarios

Bingsong Bai, Yizhong Geng, Fengping Wang, Cong Wang, Puyuan Guo, Yingming Gao, Ya Li

专题命中 扩散模型 ：diffusion(abstract)

Comments Accepted by AAAI 2026 main technical track

Do triangles matter? Replicating hypergraph disease dynamics with lower-order interactions

Eugene Tan, Michael Small, Shannon D. Algar

专题命中 扩散模型 ：diffusion(abstract)

Global Variational Inference Enhanced Robust Domain Adaptation

Lingkun Luo, Shiqiang Hu, Liming Chen

专题命中 扩散模型 ：diffusion(abstract)

Comments The current version has issues in experimental protocol and presentation. Some evaluation settings (Office-Home/ImageCLEF splits & baselines; Secs.4.1 -- 4.2; Tabs.3 -- 5) are not fully aligned with recent practice, and several figures have labeling/flow issues (e.g., Fig.1(e), Figs.2 -- 4). A revised version will follow

HumanoidGen: Data Generation for Bimanual Dexterous Manipulation via LLM Reasoning

Zhi Jing, Siyuan Yang, Jicong Ao, Ting Xiao, Yu-Gang Jiang, Chenjia Bai

机构 * Fudan University（复旦大学） ； Institute of Artificial Intelligence (TeleAI), China Telecom（人工智能研究所（TeleAI），中国电信） ； University of Science and Technology of China（中国科学技术大学） ； East China University of Science and Technology（东华大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments Project Page: https://openhumanoidgen.github.io

DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping

Yifan Zhong, Xuchuan Huang, Ruochong Li, Ceyao Zhang, Zhang Chen, Tianrui Guan, Fanlian Zeng, Ka Num Lui, Yuyao Ye, Yitao Liang, Yaodong Yang, Yuanpei Chen

专题命中 扩散模型 ：diffusion(abstract)

Comments 18 pages, 11 figures

Coarsening dynamics of chemotactic aggregates

Henrik Weyer, David Muramatsu, Erwin Frey

专题命中 扩散模型 ：diffusion(abstract)

Comments 24 pages, 6 figures; v2: published version

Journal ref Phys. Rev. E 112, 054406 (2025)