图像生成

Adaptive Begin-of-Video Tokens for Autoregressive Video Diffusion Models

Tianle Cheng, Zeyan Zhang, Kaifeng Gao, Jun Xiao

机构 * Zhejiang University（浙江大学） ； Manycore Tech Inc.（Manycore科技公司） 纠错

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

ProAV-DiT: A Projected Latent Diffusion Transformer for Efficient Synchronized Audio-Video Generation

Jiahui Sun, Weining Wang, Mingzhen Sun, Yirong Yang, Xinxin Zhu, Jing Liu

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； Beihang University（北航大学） 纠错

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

PipeDiT: Accelerating Diffusion Transformers in Video Generation with Task Pipelining and Model Decoupling

Sijie Wang, Qiang Wang, Shaohuai Shi

机构 * Sijie Wang, Qiang Wang, Shaohuai Shi（作者） 纠错

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

From Events to Clarity: The Event-Guided Diffusion Framework for Dehazing

Ling Wang, Yunfan Lu, Wenzong Ma, Huizai Yao, Pengteng Li, Hui Xiong

机构 * The Hong Kong University of Science and Technology (GuangZhou)（香港科技大学（广州）） 纠错

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

Comments 11 pages, 8 figures. Completed in April 2025

SynWeather: Weather Observation Data Synthesis across Multiple Regions and Variables via a General Diffusion Transformer

Kaiyi Xu, Junchao Gong, Zhiwang Zhou, Zhangrui Li, Yuandong Pu, Yihao Liu, Ben Fei, Fenghua Ling, Wenlong Zhang, Lei Bai

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

Comments Accepted by AAAI-26 Oral

DRAGON: Distributional Rewards Optimize Diffusion Generative Models

Yatong Bai, Jonah Casebeer, Somayeh Sojoudi, Nicholas J. Bryan

机构 * University of California, Berkeley（加州大学伯克利分校） ； Adobe Research（Adobe研究） 纠错

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

Comments Accepted to TMLR

Sparse Diffusion Autoencoder for Test-time Adapting Prediction of Complex Systems

Jingwen Cheng, Ruikun Li, Huandong Wang, Yong Li

专题命中 扩散模型 ：diffusion(title,abstract)

DiffFP: Learning Behaviors from Scratch via Diffusion-based Fictitious Play

Akash Karthikeyan, Yash Vardhan Pant

机构 * Department of Electrical and Computer Engineering, University of Waterloo（滑铁卢大学电气与计算机工程系） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Initial results presented at the IJCAI 2025 Workshop on User-Aligned Assessment of Adaptive AI Systems. Project page: https://aku02.github.io/projects/difffp/

Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition

Yanda Zhu, Yuanyang Zhu, Daoyi Dong, Caihua Chen, Chunlin Chen

专题命中 扩散模型 ：diffusion(title,abstract)

Comments AAAI 2026

DiffuDepGrasp: Diffusion-based Depth Noise Modeling Empowers Sim2Real Robotic Grasping

Yingting Zhou, Wenbo Cui, Weiheng Liu, Guixing Chen, Haoran Li, Dongbin Zhao

机构 * The State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences（多模态人工智能系统国家重点实验室，自动化研究所，中国科学院） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； Beijing Zhiwangweilai Technology Co., Ltd.（北京智王未来科技有限公司） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Treatment of phenol wastewater by electro-Fenton oxidative degradation based on efficient iron-based-gas diffusion-photocatalysis

Zhang Junye, Zheng Hongyu, Cheng Jingran, Zhang Shengli

专题命中 扩散模型 ：diffusion(title,abstract)

Stabilizing Self-Consuming Diffusion Models with Latent Space Filtering

Zhongteng Cai, Yaxuan Wang, Yang Liu, Xueru Zhang

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Accepted by AAAI-26

Channel-Constrained Markovian Quantum Diffusion Model from Open System Perspective

Qin-Sheng Zhu, Geng Chen, Lian-Hui Yu, Xiaodong Xing, Xiao-Yu Li

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 38 pages, 10 figures

Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional Diffusion Models

Jiayang Meng, Tao Huang, Hong Chen, Chen Hou, Guolong Zheng

专题命中 扩散模型 ：diffusion(title,abstract)

On Powerful Ways to Generate: Autoregression, Diffusion, and Beyond

Chenxiao Yang, Cai Zhou, David Wipf, Zhiyuan Li

专题命中 扩散模型 ：diffusion(title,abstract)

Associative Memory and Generative Diffusion in the Zero-noise Limit

Joshua Hess, Quaid Morris

机构 * Computational & Systems Biology, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center（计算生物学与系统生物学，斯隆凯特灵研究所，纪念斯隆凯特灵癌症中心） ； Tri-Institutional Training Program in Computational Biology & Medicine（计算生物学与医学三机构联合培训计划） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Whitened Score Diffusion: A Structured Prior for Imaging Inverse Problems

Jeffrey Alido, Tongyu Li, Yu Sun, Lei Tian

专题命中 扩散模型 ：diffusion(title,abstract)

VideoMark: A Distortion-Free Robust Watermarking Framework for Video Diffusion Models

Xuming Hu, Hanqian Li, Jungang Li, Yu Huang, Shuliang Liu, Qi Zheng, Junhao Chen, Aiwei Liu

专题命中 扩散模型 ：diffusion(title,abstract)

Extendable Planning via Multiscale Diffusion

Chang Chen, Hany Hamed, Doojin Baek, Taegu Kang, Samyeul Noh, Yoshua Bengio, Sungjin Ahn

专题命中 扩散模型 ：diffusion(title,abstract)

Comments First two authors contributed equally

Structure-preserving Local Discontinuous Galerkin method for nonlinear cross-diffusion systems

Sergio Gómez, Ansgar Jüngel, Ilaria Perugia

专题命中 扩散模型 ：diffusion(title,abstract)

Chemistry-Enhanced Diffusion-Based Framework for Small-to-Large Molecular Conformation Generation

Yifei Zhu, Jiahui Zhang, Jiawei Peng, Mengge Li, Chao Xu, Zhenggang Lan

机构 * SCNU Environmental Research Institute（华南师范大学环境研究院） ； Guangdong Provincial Key Laboratory of Chemical Pollution and Environmental Safety（广东省化学污染与环境安全重点实验室） ； School of Environment, South China Normal University（华南师范大学环境学院） ； MOE Key Laboratory of Environmental Theoretical Chemistry（教育部环境理论化学重点实验室） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Continuous-time Discrete-space Diffusion Model for Recommendation

Chengyi Liu, Xiao Chen, Shijie Wang, Wenqi Fan, Qing Li

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Accepted by WSDM 2026

Imitation Learning with Safety and L2 Stability Certificates for Boundary Control of Reaction-Diffusion PDEs

Paulo Henrique Foganholo Biazetto, Mirko Fiacchini, Christophe Prieur, Gustavo Artur de Andrade

专题命中 扩散模型 ：diffusion(title,abstract)

Chain-of-Generation: Progressive Latent Diffusion for Text-Guided Molecular Design

Lingxiao Li, Haobo Zhang, Bin Chen, Jiayu Zhou

机构 * Michigan State University（密歇根州立大学） ； University of Michigan（密歇根大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 22 pages, 7 figures, 10 tables

Diffusion Models: A Mathematical Introduction

Sepehr Maleki, Negar Pourmoazemi

机构 * Lincoln AI Lab, University of Lincoln（林肯大学林肯AI实验室） ； Trainline 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Arcee: Differentiable Recurrent State Chain for Generative Vision Modeling with Mamba SSMs

Jitesh Chavan, Rohit Lal, Anand Kamat, Mengjia Xu

机构 * New Jersey Institute of Technology（新泽西理工学院） ； University of California, Riverside（加州大学河滨分校） ； McGill University（麦吉尔大学） 纠错

专题命中 扩散模型 ：generative vision(title)；分类 cs.CV

Target-Balanced Score Distillation

Zhou Xu, Qi Wang, Yuxiao Yang, Luyuan Zhang, Zhang Liang, Yang Li

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

Learning-based density-equalizing map

Yanwen Huang, Lok Ming Lui, Gary P. T. Choi

机构 * Department of Mathematics, The Chinese University of Hong Kong（香港中文大学数学系） 纠错

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

Journal ref AIMS Mathematics, 10(11), 25756-25790 (2025)

CorrectAD: A Self-Correcting Agentic System to Improve End-to-end Planning in Autonomous Driving

Enhui Ma, Lijun Zhou, Tao Tang, Jiahuan Zhang, Junpeng Jiang, Zhan Zhang, Dong Han, Kun Zhan, Xueyang Zhang, XianPeng Lang, Haiyang Sun, Xia Zhou, Di Lin, Kaicheng Yu

机构 * Li Auto Inc. ； Autolab, Westlake University（Autolab，西lake大学） 纠错

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

Dream, Lift, Animate: From Single Images to Animatable Gaussian Avatars

Marcel C. Bühler, Ye Yuan, Xueting Li, Yangyi Huang, Koki Nagano, Umar Iqbal

机构 * ETH Zurich（苏黎世联邦理工学院） ； NVIDIA（英伟达） ； Chinese University of Hong Kong（香港中文大学） 纠错

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

Comments Accepted to 3DV 2026