图像生成

Detail-Preserving Latent Diffusion for Stable Shadow Removal

Jiamin Xu, Yuxin Zheng, Zelong Li, Chi Wang, Renshu Gu, Weiwei Xu, Gang Xu

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

A Tunable Despeckling Neural Network Stabilized via Diffusion Equation

Yi Ran, Zhichang Guo, Jia Li, Yao Li, Martin Burger, Boying Wu

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

Generative Diffusion Modeling: A Practical Handbook

Zihan Ding, Chi Jin

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

Similarity Trajectories: Linking Sampling Process to Artifacts in Diffusion-Generated Images

Dennis Menn, Feng Liang, Hung-Yueh Chiang, Diana Marculescu

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

A Conditional Diffusion Model for Electrical Impedance Tomography Image Reconstruction

Shuaikai Shi, Ruiyuan Kang, Panos Liatsis

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

GANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space

Souhaib Attaiki, Paul Guerrero, Duygu Ceylan, Niloy J. Mitra, Maks Ovsjanikov

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

Comments https://ganfusion.github.io/

Journal ref 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models

Haocheng Huang, Jiaxin Chen, Jinyang Guo, Ruiyi Zhan, Yunhong Wang

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

Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution

Jiarui Yang, Tao Dai, Yufei Zhu, Naiqi Li, Jinmin Li, Shutao Xia

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

Comments Accepted to AAAI25

DefFiller: Mask-Conditioned Diffusion for Salient Steel Surface Defect Generation

Yichun Tai, Zhenzhen Huang, Tao Peng, Zhijiang Zhang

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

Comments 20 pages, 10 figures

Downscaling Precipitation with Bias-informed Conditional Diffusion Model

Ran Lyu, Linhan Wang, Yanshen Sun, Hedanqiu Bai, Chang-Tien Lu

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

Comments 3 pages, 2 figures. Accepted by Proceedings of IEEE International Conference on Big Data, Dec 15-18, 2024

Unified Image Restoration and Enhancement: Degradation Calibrated Cycle Reconstruction Diffusion Model

Minglong Xue, Jinhong He, Shivakumara Palaiahnakote, Mingliang Zhou

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

DiffSim: Taming Diffusion Models for Evaluating Visual Similarity

Yiren Song, Xiaokang Liu, Mike Zheng Shou

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

Drive-1-to-3: Enriching Diffusion Priors for Novel View Synthesis of Real Vehicles

Chuang Lin, Bingbing Zhuang, Shanlin Sun, Ziyu Jiang, Jianfei Cai, Manmohan Chandraker

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

CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models

Rundi Wu, Ruiqi Gao, Ben Poole, Alex Trevithick, Changxi Zheng, Jonathan T. Barron, Aleksander Holynski

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

Comments Project page: https://cat-4d.github.io/

Diff-Shadow: Global-guided Diffusion Model for Shadow Removal

Jinting Luo, Ru Li, Chengzhi Jiang, Xiaoming Zhang, Mingyan Han, Ting Jiang, Haoqiang Fan, Shuaicheng Liu

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

Comments Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence

FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization

Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers

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

Comments Accepted to WACV 2025

Guiding a Diffusion Model with a Bad Version of Itself

Tero Karras, Miika Aittala, Tuomas Kynkäänniemi, Jaakko Lehtinen, Timo Aila, Samuli Laine

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

Comments NeurIPS 2024

Spectral Motion Alignment for Video Motion Transfer using Diffusion Models

Geon Yeong Park, Hyeonho Jeong, Sang Wan Lee, Jong Chul Ye

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

Comments AAAI 2025, Project page: https://geonyeong-park.github.io/spectral-motion-alignment/

Object Style Diffusion for Generalized Object Detection in Urban Scene

Hao Li, Xiangyuan Yang, Mengzhu Wang, Long Lan, Ke Liang, Xinwang Liu, Kenli Li

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

Urban Air Temperature Prediction using Conditional Diffusion Models

Siyang Dai, Jun Liu, Ngai-Man Cheung

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

Real-time One-Step Diffusion-based Expressive Portrait Videos Generation

Hanzhong Guo, Hongwei Yi, Daquan Zhou, Alexander William Bergman, Michael Lingelbach, Yizhou Yu

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

Comments 14 pages

Diffusion Model from Scratch

Wang Zhen, Dong Yunyun

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

Comments There were problems with the typography of our illustrations, and there were problems with the derivation of the 200-step formula

No Annotations for Object Detection in Art through Stable Diffusion

Patrick Ramos, Nicolas Gonthier, Selina Khan, Yuta Nakashima, Noa Garcia

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

Comments 8 pages, 6 figures, to be published in WACV 2025

Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting

Perla Mayo, Carolin M. Pirkl, Alin Achim, Bjoern H. Menze, Mohammad Golbabaee

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

Comments 13 pages, 5 figures, 3 tables, 2 algorithms

DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors

Tianyu Huang, Haoze Zhang, Yihan Zeng, Zhilu Zhang, Hui Li, Wangmeng Zuo, Rynson W. H. Lau

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

Comments Accepted by AAAI 2025. Codes are released at: https://github.com/tyhuang0428/DreamPhysics

Step-Calibrated Diffusion for Biomedical Optical Image Restoration

Yiwei Lyu, Sung Jik Cha, Cheng Jiang, Asadur Chowdury, Xinhai Hou, Edward Harake, Akhil Kondepudi, Christian Freudiger, Honglak Lee, Todd C. Hollon

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

ChatDiT: A Training-Free Baseline for Task-Agnostic Free-Form Chatting with Diffusion Transformers

Lianghua Huang, Wei Wang, Zhi-Fan Wu, Yupeng Shi, Chen Liang, Tong Shen, Han Zhang, Huanzhang Dou, Yu Liu, Jingren Zhou

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

Comments Tech report. Project page: https://ali-vilab.github.io/ChatDiT-Page/

Exploring Diffusion and Flow Matching Under Generator Matching

Zeeshan Patel, James DeLoye, Lance Mathias

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

CAP4D: Creating Animatable 4D Portrait Avatars with Morphable Multi-View Diffusion Models

Felix Taubner, Ruihang Zhang, Mathieu Tuli, David B. Lindell

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

Comments 23 pages, 15 figures

Controllable Shadow Generation with Single-Step Diffusion Models from Synthetic Data

Onur Tasar, Clément Chadebec, Benjamin Aubin

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