图像生成

Frequency Regulation for Exposure Bias Mitigation in Diffusion Models

Meng Yu, Kun Zhan

机构 * School of Information Science and Engineering（信息科学与工程学院） 纠错

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

Comments ACM Multimedia 2025 accepted!

Orchid: Image Latent Diffusion for Joint Appearance and Geometry Generation

Akshay Krishnan, Xinchen Yan, Vincent Casser, Abhijit Kundu

机构 * Google DeepMind（谷歌DeepMind） ； Georgia Institute of Technology（佐治亚理工学院） ； Waymo 纠错

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

Comments Accepted to ICCV 2025. Project webpage: https://orchid3d.github.io

V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection

Xun Huang, Jinlong Wang, Qiming Xia, Siheng Chen, Bisheng Yang, Xin Li, Cheng Wang, Chenglu Wen

机构 * Fujian Key Laboratory of Sensing and Computing for Smart Cities, Xiamen University, China（福建智能城市感知与计算重点实验室，厦门大学） ； Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, China（多媒体可信感知与高效计算重点实验室，中国教育部，厦门大学） ； Zhongguancun Academy（中关村学院） ； Shanghai Jiao Tong University（上海交通大学） ； Wuhan University（武汉大学） ； Texas A&M University（德克萨斯A&M大学） 纠错

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

Comments Accepted by CVPR2025

PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection Removal

Tao Wang, Wanglong Lu, Kaihao Zhang, Tong Lu, Ming-Hsuan Yang

机构 * State Key Laboratory for Novel Software Technology, Nanjing University（新型软件技术国家重点实验室，南京大学） ； Department of Computer Science at Memorial University of Newfoundland（纪念大学计算机科学系） ； Harbin Institute of Technology (Shenzhen)（哈尔滨工业大学（深圳）） ； School of Engineering, University of California at Merced（加州大学默塞德分校工程学院） 纠错

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

Comments 10 pages, 10 figures

A Laplace diffusion-based transformer model for heart rate forecasting within daily activity context

Andrei Mateescu, Ioana Hadarau, Ionut Anghel, Tudor Cioara, Ovidiu Anchidin, Ancuta Nemes

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

DiffS-NOCS: 3D Point Cloud Reconstruction through Coloring Sketches to NOCS Maps Using Diffusion Models

Di Kong, Qianhui Wan

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） ； Tsinghua University（清华大学） ； Zhongguancun Academy（中关村学院） ； Beijing Normal University（北京师范大学） 纠错

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

SafeBimanual: Diffusion-based Trajectory Optimization for Safe Bimanual Manipulation

Haoyuan Deng, Wenkai Guo, Qianzhun Wang, Zhenyu Wu, Ziwei Wang

机构 * Nanyang Technological University（南洋理工大学） ； Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Project website is at: https://denghaoyuan123.github.io/SafeBimanip/

Objective and Subjective Evaluation of Diffusion-Based Speech Enhancement for Dysarthric Speech

Dimme de Groot, Tanvina Patel, Devendra Kayande, Odette Scharenborg, Zhengjun Yue

机构 * Delft University of Technology（代尔夫特理工大学） ； Erasmus Medical Centre (EMC)（埃因霍温医学院） ； Indian Inst. of Information Technology Allahabad（阿利哈巴德信息科技学院） ； Dept. of Plastic and Reconstructive Surgery（整形外科与重建外科系） ； Dept. of Electronics and Communication（电子与通信系） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Accepted to Interspeech 2025

DiffusionGS: Generative Search with Query Conditioned Diffusion in Kuaishou

Qinyao Li, Xiaoyang Zheng, Qihang Zhao, Ke Xu, Zhongbo Sun, Chao Wang, Chenyi Lei, Han Li, Wenwu Ou

机构 * City University of Hong Kong（香港城市大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

On the Edge of Memorization in Diffusion Models

Sam Buchanan, Druv Pai, Yi Ma, Valentin De Bortoli

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 10 main body pages, 43 total pages

DPad: Efficient Diffusion Language Models with Suffix Dropout

Xinhua Chen, Sitao Huang, Cong Guo, Chiyue Wei, Yintao He, Jianyi Zhang, Hai "Helen" Li, Yiran Chen

机构 * Duke University（杜克大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Expert-Guided Diffusion Planner for Auto-Bidding

Yunshan Peng, Wenzheng Shu, Jiahao Sun, Yanxiang Zeng, Jinan Pang, Wentao Bai, Yunke Bai, Xialong Liu, Peng Jiang

机构 * Xi'an Jiaotong University（西安交通大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Accepted for presentation at the CIKM 2025 Applied Research Track, eight (8) pages, three (3) figures

Constrained Diffusion Models for Synthesizing Representative Power Flow Datasets

Milad Hoseinpour, Vladimir Dvorkin

机构 * Department of Electrical Engineering and Computer Science, University of Michigan（电气工程与计算机科学系，密歇根大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments This paper is the extended journal version of our paper at ICML 2025 Workshop "DataWorld: Unifying Data Curation Frameworks Across Domains"

Monotonic normalized heat diffusion for distance-regular graphs with classical parameters of diameter $3$

Shiping Liu, Heng Zhang

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 23 pages

Designing reaction-cross-diffusion systems with Turing and wave instabilities

Edgardo Villar-Sepúlveda, Alan R. Champneys, Andrew L. Krause

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 49 pages, 14 figures

TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language Modeling

Yuancheng Wang, Dekun Chen, Xueyao Zhang, Junan Zhang, Jiaqi Li, Zhizheng Wu

专题命中 扩散模型 ：diffusion(title,abstract)

Hamiltonian Simulation for Advection-Diffusion Equation with arbitrary transport field

Niladri Gomes, Gautam Sharma, Jay Pathak

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 11 pages, 8 figures

Generative Latent Diffusion Model for Inverse Modeling and Uncertainty Analysis in Geological Carbon Sequestration

Zhao Feng, Xin-Yang Liu, Meet Hemant Parikh, Junyi Guo, Pan Du, Bicheng Yan, Jian-Xun Wang

专题命中 扩散模型 ：diffusion(title,abstract)

Global strong solutions for the triangular Shigesada-Kawasaki-Teramoto cross-diffusion system in three dimensions and parabolic regularisation for increasing functions

Hector Bouton, Laurent Desvillettes, Helge Dietert

专题命中 扩散模型 ：diffusion(title,abstract)

Comments This work was intended as a replacement of arXiv:2503.08186 and any subsequent updates will appear there

Global strong solutions for the triangular Shigesada-Kawasaki-Teramoto cross-diffusion system in three dimensions and parabolic regularisation for increasing functions

Hector Bouton, Laurent Desvillettes, Helge Dietert

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 32 pages; Previously this version appeared as arXiv:2507.19512 which was submitted as a new work by accident

Conditional Stochastic Interpolation for Generative Learning

Ding Huang, Jian Huang, Ting Li, Guohao Shen

机构 * Department of Applied Mathematics, The Hong Kong Polytechnic University, Hong Kong SAR, China（应用数学系，香港理工大学，香港特别行政区，中国） ； Department of Data Science and AI, The Hong Kong Polytechnic University, Hong Kong SAR, China（数据科学与人工智能系，香港理工大学，香港特别行政区，中国） 纠错

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

Comments 60 pages, 4 figures

Follow My Hold: Hand-Object Interaction Reconstruction through Geometric Guidance

Ayce Idil Aytekin, Helge Rhodin, Rishabh Dabral, Christian Theobalt

机构 * Max Planck Institute for Informatics and Saarland University（马克斯·普朗克研究所（信息学）和萨尔兰大学） ； Bielefeld University（比勒菲尔德大学） 纠错

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

Comments Project page: https://aidilayce.github.io/FollowMyHold-page/

Few-shot Human Action Anomaly Detection via a Unified Contrastive Learning Framework

Koichiro Kamide, Shunsuke Sakai, Shun Maeda, Chunzhi Gu, Chao Zhang

机构 * University of Toyama（东大大学） ； University of Fukui（福井大学） 纠错

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

ShaLa: Multimodal Shared Latent Space Modelling

Jiali Cui, Yan-Ying Chen, Yanxia Zhang, Matthew Klenk

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

Generative AI for Multimedia Communication: Recent Advances, An Information-Theoretic Framework, and Future Opportunities

Yili Jin, Xue Liu, Jiangchuan Liu

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

Comments ACM Multimedia 2025

Bridging Clear and Adverse Driving Conditions

Yoel Shapiro, Yahia Showgan, Koustav Mullick

机构 * Bosch Center for Artificial Intelligence, Robert Bosch GmbH（博世人工智能中心，罗伯特·博世有限公司） 纠错

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

Continual Learning for Generative AI: From LLMs to MLLMs and Beyond

Haiyang Guo, Fanhu Zeng, Fei Zhu, Jiayi Wang, Xukai Wang, Jingang Zhou, Hongbo Zhao, Wenzhuo Liu, Shijie Ma, Da-Han Wang, Xu-Yao Zhang, Cheng-Lin Liu

机构 * School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences（中国科学院大学先进交叉学科学院） ； MAIS, Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所MAIS） ； Centre for Artificial Intelligence and Robotics, Hong Kong Institute of Science and Innovation, Chinese Academy of Sciences（中国科学院香港科学与创新研究院人工智能与机器人中心） ； School of Computer and Information Engineering, Xiamen University of Technology（厦门理工大学计算机与信息工程学院） 纠错

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

Comments Preprint

ANT: Adaptive Neural Temporal-Aware Text-to-Motion Model

Wenshuo Chen, Kuimou Yu, Haozhe Jia, Kaishen Yuan, Zexu Huang, Bowen Tian, Songning Lai, Hongru Xiao, Erhang Zhang, Lei Wang, Yutao Yue

机构 * University of Technology Sydney（悉尼大学） ； Tongji University（同济大学） ； Shandong University（山东大学） ； Griffith University（格里菲斯大学） 纠错

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

CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging

Sunny Gupta, Amit Sethi

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

Comments Need improvement

Intestinal villi and crypts density maximizing nutrient absorption

Martin Garic, Rohan Vernekar, Dácil I. Yánez Martín, Stéphane Tanguy, Clément de Loubens, Claude Loverdo

专题命中 扩散模型 ：diffusion(abstract)

Comments Compared to the first version, this version fixes some typos