图像生成

Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model

Yafei Dong, Kuang Gong

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

Journal ref Phys Med Biol. 2024 Jul 16;69(15)

Equivariant spatio-hemispherical networks for diffusion MRI deconvolution

Axel Elaldi, Guido Gerig, Neel Dey

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

Comments Accepted to NeurIPS 2024. 24 pages with 13 figures. Code available at https://github.com/AxelElaldi/fast-equivariant-deconv

D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification

Minhee Jang, Juheon Son, Thanaporn Viriyasaranon, Junho Kim, Jang-Hwan Choi

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

Comments 10 pages, 2 figures

Constrained Diffusion with Trust Sampling

William Huang, Yifeng Jiang, Tom Van Wouwe, C. Karen Liu

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

Comments 18 pages, 6 figures, NeurIPS

Improvement in Facial Emotion Recognition using Synthetic Data Generated by Diffusion Model

Arnab Kumar Roy, Hemant Kumar Kathania, Adhitiya Sharma

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

Comments 5 pages, 4 tables, 4 figures, ICASSP 2025

Motion Diffusion-Guided 3D Global HMR from a Dynamic Camera

Jaewoo Heo, Kuan-Chieh Wang, Karen Liu, Serena Yeung-Levy

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

Comments 15 pages, 2 figures, submitted to TMLR

DR-BFR: Degradation Representation with Diffusion Models for Blind Face Restoration

Xinmin Qiu, Bonan Li, Zicheng Zhang, Congying Han, Tiande Guo

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

Scaling Properties of Diffusion Models for Perceptual Tasks

Rahul Ravishankar, Zeeshan Patel, Jathushan Rajasegaran, Jitendra Malik

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

Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching

Xinyin Ma, Gongfan Fang, Michael Bi Mi, Xinchao Wang

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

Comments Accepted at NeurIPS 2024

Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling

Tong Li, Hansen Feng, Lizhi Wang, Zhiwei Xiong, Hua Huang

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

Comments 18 pages,15 figures

Journal ref TPAMI2024

Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion

Haoran Wei, Wencheng Han, Xingping Dong, Jianbing Shen

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

Probabilistic Prior Driven Attention Mechanism Based on Diffusion Model for Imaging Through Atmospheric Turbulence

Guodong Sun, Qixiang Ma, Liqiang Zhang, Hongwei Wang, Zixuan Gao, Haotian Zhang

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

A Polarization Image Dehazing Method Based on the Principle of Physical Diffusion

Zhenjun Zhang, Lijun Tang, Hongjin Wang, Lilian Zhang, Yunze He, Yaonan Wang

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

CLIP4Sketch: Enhancing Sketch to Mugshot Matching through Dataset Augmentation using Diffusion Models

Kushal Kumar Jain, Steve Grosz, Anoop M. Namboodiri, Anil K. Jain

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

Similarity-aware Syncretic Latent Diffusion Model for Medical Image Translation with Representation Learning

Tingyi Lin, Pengju Lyu, Jie Zhang, Yuqing Wang, Cheng Wang, Jianjun Zhu

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

Comments We decide to modify the majority of the content

RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing

Jiamei Xiong, Xuefeng Yan, Yongzhen Wang, Wei Zhao, Xiao-Ping Zhang, Mingqiang Wei

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

Comments IEEE TITS; 15 pages, 10 figures

VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation

Youpeng Wen, Junfan Lin, Yi Zhu, Jianhua Han, Hang Xu, Shen Zhao, Xiaodan Liang

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

Comments Accepted to NeurIPS 2024

Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion

Kaizhe Hu, Zihang Rui, Yao He, Yuyao Liu, Pu Hua, Huazhe Xu

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

Comments Arxiv preprint version, website: https://hukz18.github.io/Stem-Ob/

Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings

Aditya Sanghi, Aliasghar Khani, Pradyumna Reddy, Arianna Rampini, Derek Cheung, Kamal Rahimi Malekshan, Kanika Madan, Hooman Shayani

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

Diverse capability and scaling of diffusion and auto-regressive models when learning abstract rules

Binxu Wang, Jiaqi Shang, Haim Sompolinsky

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

Comments 12 pages, 5 figures. Accepted to NeurIPS2024 Workshop on System 2 Reasoning At Scale as long paper

GenRec: Unifying Video Generation and Recognition with Diffusion Models

Zejia Weng, Xitong Yang, Zhen Xing, Zuxuan Wu, Yu-Gang Jiang

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

Comments 19 pages, 6 figures, 12 tables

Video Diffusion Models are Training-free Motion Interpreter and Controller

Zeqi Xiao, Yifan Zhou, Shuai Yang, Xingang Pan

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

Comments Accepted by NeurIPS 2024. Project Page: https://xizaoqu.github.io/moft/

DiffSR: Learning Radar Reflectivity Synthesis via Diffusion Model from Satellite Observations

Xuming He, Zhiwang Zhou, Wenlong Zhang, Xiangyu Zhao, Hao Chen, Shiqi Chen, Lei Bai

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

Improved Video VAE for Latent Video Diffusion Model

Pingyu Wu, Kai Zhu, Yu Liu, Liming Zhao, Wei Zhai, Yang Cao, Zheng-Jun Zha

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

FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images

Zheng Yu, Yaohua Wang, Siying Cui, Aixi Zhang, Wei-Long Zheng, Senzhang Wang

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

Comments Accepted by the NeurIPS 2024 (Spotlight). Homepage: https://thomas-wyh.github.io/

Diffusion Models With Learned Adaptive Noise

Subham Sekhar Sahoo, Aaron Gokaslan, Chris De Sa, Volodymyr Kuleshov

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

Comments NeurIPS 2024 (spotlight). Code is available at https://github.com/s-sahoo/MuLAN

AMD: Autoregressive Motion Diffusion

Bo Han, Hao Peng, Minjing Dong, Yi Ren, Yixuan Shen, Chang Xu

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

Comments accepted by AAAI2024. Official Code: https://github.com/fluide1022/AMD

PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing

Siddharth Seth, Rishabh Dabral, Diogo Luvizon, Marc Habermann, Ming-Hsuan Yang, Christian Theobalt, Adam Kortylewski

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

Comments WACV 2025

Comparative Study of Probabilistic Atlas and Deep Learning Approaches for Automatic Brain Tissue Segmentation from MRI Using N4 Bias Field Correction and Anisotropic Diffusion Pre-processing Techniques

Mohammad Imran Hossain, Muhammad Zain Amin, Daniel Tweneboah Anyimadu, Taofik Ahmed Suleiman

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

Adaptive Whole-Body PET Image Denoising Using 3D Diffusion Models with ControlNet

Boxiao Yu, Kuang Gong

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