图像生成

Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models

Ozan Özdenizci, Robert Legenstein

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

Comments This work has been submitted to the IEEE for possible publication

PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation

Feiyan Feng, Tianyu Liu, Hong Wang, Jun Zhao, Wei Li, Yanshen Sun

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

AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-Resolution

Yuanting Fan, Chengxu Liu, Nengzhong Yin, Changlong Gao, Xueming Qian

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

Comments 18 pages, 6 figures, ECCV2024 accepted

Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation

Muquan Li, Dongyang Zhang, Tao He, Xiurui Xie, Yuan-Fang Li, Ke Qin

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

Diffusion Priors for Variational Likelihood Estimation and Image Denoising

Jun Cheng, Shan Tan

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

Comments Accepted by NeurIPS2024 as Spotlight

GenDP: 3D Semantic Fields for Category-Level Generalizable Diffusion Policy

Yixuan Wang, Guang Yin, Binghao Huang, Tarik Kelestemur, Jiuguang Wang, Yunzhu Li

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

Comments Accepted to Conference on Robot Learning (CoRL 2024). Project Page: https://robopil.github.io/GenDP/

Multi-Track MusicLDM: Towards Versatile Music Generation with Latent Diffusion Model

Tornike Karchkhadze, Mohammad Rasool Izadi, Ke Chen, Gerard Assayag, Shlomo Dubnov

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

PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models

Yitong Li, Igor Yakushev, Dennis M. Hedderich, Christian Wachinger

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

Journal ref Medical Image Computing and Computer Assisted Intervention (MICCAI 2024)

MBD: Multi b-value Denoising of Diffusion Magnetic Resonance Images

Jakub Jurek, Andrzej Materka, Kamil Ludwisiak, Agata Majos, Filip Szczepankiewicz

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

Comments this is a biomedical engineering work using machine learning to enhance medical images

4Diffusion: Multi-view Video Diffusion Model for 4D Generation

Haiyu Zhang, Xinyuan Chen, Yaohui Wang, Xihui Liu, Yunhong Wang, Yu Qiao

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

Comments NeurIPS 2024. Project Page: https://aejion.github.io/4diffusion/

GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction

Haodong Yan, Zhiming Hu, Syn Schmitt, Andreas Bulling

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

Comments Accepted at PG 2024. Link: https://zhiminghu.net/yan24_gazemodiff.html

3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors

Xi Liu, Chaoyi Zhou, Siyu Huang

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

Comments Accepted by NeurIPS 2024 Spotlight

Group Diffusion Transformers are Unsupervised Multitask Learners

Lianghua Huang, Wei Wang, Zhi-Fan Wu, Huanzhang Dou, Yupeng Shi, Yutong Feng, Chen Liang, Yu Liu, Jingren Zhou

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

Multi-Feature Aggregation in Diffusion Models for Enhanced Face Super-Resolution

Marcelo dos Santos, Rayson Laroca, Rafael O. Ribeiro, João C. Neves, David Menotti

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

Comments Accepted for presentation at the Conference on Graphics, Patterns and Images (SIBGRAPI) 2024

Back-in-Time Diffusion: Unsupervised Detection of Medical Deepfakes

Fred Grabovski, Lior Yasur, Guy Amit, Yisroel Mirsky

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

Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems

Xiangming Meng, Yoshiyuki Kabashima

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

Comments Accepted to ACML2024. Code available at https://github.com/mengxiangming/dmps

Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques

Benyuan Meng, Qianqian Xu, Zitai Wang, Zhiyong Yang, Xiaochun Cao, Qingming Huang

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

Comments arXiv admin note: substantial text overlap with arXiv:2410.03558

Precipitation Nowcasting Using Diffusion Transformer with Causal Attention

ChaoRong Li, XuDong Ling, YiLan Xue, Wenjie Luo, LiHong Zhu, FengQing Qin, Yaodong Zhou, Yuanyuan Huang

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

Estimating Atmospheric Variables from Digital Typhoon Satellite Images via Conditional Denoising Diffusion Models

Zhangyue Ling, Pritthijit Nath, César Quilodrán-Casas

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

Comments Accepted for spotlight presentation at the NeurIPS 2024 workshop on Tackling Climate Change with Machine Learning. 8 pages, 5 figures

Geometric Trajectory Diffusion Models

Jiaqi Han, Minkai Xu, Aaron Lou, Haotian Ye, Stefano Ermon

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

Comments Published at NeurIPS 2024. 29 pages, 10 figures

Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model

Yang Liu, Yaofang Liu, Jinshan Pan, Yuxiang Hui, Fan Jia, Raymond H. Chan, Tieyong Zeng

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

Comments Code and dataset at https://github.com/Yaofang-Liu/Super-Resolving

DaDiff: Domain-aware Diffusion Model for Nighttime UAV Tracking

Haobo Zuo, Changhong Fu, Guangze Zheng, Liangliang Yao, Kunhan Lu, Jia Pan

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

Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems

Jason Hu, Bowen Song, Jeffrey A. Fessler, Liyue Shen

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

Feature-guided score diffusion for sampling conditional densities

Zahra Kadkhodaie, Stéphane Mallat, Eero P. Simoncelli

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

Simultaneous Diffusion Sampling for Conditional LiDAR Generation

Ryan Faulkner, Luke Haub, Simon Ratcliffe, Anh-Dzung Doan, Ian Reid, Tat-Jun Chin

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

ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model

Gaoge Han, Mingjiang Liang, Jinglei Tang, Yongkang Cheng, Wei Liu, Shaoli Huang

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

Comments Accepted by WACV 2025 in Round 1

Rician Denoising Diffusion Probabilistic Models For Sodium Breast MRI Enhancement

Shuaiyu Yuan, Tristan Whitmarsh, Dimitri A Kessler, Otso Arponen, Mary A McLean, Gabrielle Baxter, Frank Riemer, Aneurin J Kennerley, William J Brackenbury, Fiona J Gilbert, Joshua D Kaggie

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

Comments 3 figures

Diffusion-Based Offline RL for Improved Decision-Making in Augmented ARC Task

Yunho Kim, Jaehyun Park, Heejun Kim, Sejin Kim, Byung-Jun Lee, Sundong Kim

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

Comments Preprint, Under review. Comments welcome

High-Fidelity 3D Lung CT Synthesis in ARDS Swine Models Using Score-Based 3D Residual Diffusion Models

Siyeop Yoon, Yujin Oh, Xiang Li, Yi Xin, Maurizio Cereda, Quanzheng Li

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

Comments 5 page, 3 figures, Submitted to SPIE 2025-Medical Imaging

Simultaneous Tri-Modal Medical Image Fusion and Super-Resolution using Conditional Diffusion Model

Yushen Xu, Xiaosong Li, Yuchan Jie, Haishu Tan

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

Comments Accepted by MICCAI 2024

Journal ref International Conference on Medical Image Computing and Computer-Assisted Intervention. Cham: Springer Nature Switzerland, 2024: 635-645