图像生成 - arXivDaily 专题

2407.09768 2024-07-16 cs.CV 79%

Prototype Clustered Diffusion Models for Versatile Inverse Problems

Jinghao Zhang, Zizheng Yang, Qi Zhu, Feng Zhao

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

Comments 24 pages, 9 figures

2405.18267 2024-07-16 eess.IV cs.CV cs.LG 79%

CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths

Reihaneh Teimouri, Marta Kersten-Oertel, Yiming Xiao

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

Comments Early acceptance at MICCAI2024

2312.08754 2024-07-16 cs.CV 79%

UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation

Zexiang Liu, Yangguang Li, Youtian Lin, Xin Yu, Sida Peng, Yan-Pei Cao, Xiaojuan Qi, Xiaoshui Huang, Ding Liang, Wanli Ouyang

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

Comments Accepted to ECCV 2024

2407.09192 2024-07-15 cs.CV 79%

Salt & Pepper Heatmaps: Diffusion-informed Landmark Detection Strategy

Julian Wyatt, Irina Voiculescu

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

2407.08939 2024-07-15 cs.CV 79%

LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models

Hai Jiang, Ao Luo, Xiaohong Liu, Songchen Han, Shuaicheng Liu

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

Comments Accepted by ECCV 2024

2407.06124 2024-07-15 cs.LG cs.CV 79%

Structured Generations: Using Hierarchical Clusters to guide Diffusion Models

Jorge da Silva Goncalves, Laura Manduchi, Moritz Vandenhirtz, Julia E. Vogt

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

Comments 8 pages, 7 figures, Structured Probabilistic Inference & Generative Modeling workshop of ICML 2024

2403.09302 2024-07-15 eess.IV cs.CV cs.LG 79%

StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images

Robert Jewsbury, Ruoyu Wang, Abhir Bhalerao, Nasir Rajpoot, Quoc Dang Vu

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

2312.00853 2024-07-15 cs.CV 79%

Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution

Xi Yang, Chenhang He, Jianqi Ma, Lei Zhang

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

2311.17833 2024-07-15 cs.CV cs.AI cs.LG 79%

DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations

Maximilian Augustin, Yannic Neuhaus, Matthias Hein

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

Comments CVPR 2024

2311.12090 2024-07-15 cs.CV 79%

FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation

Chenliang Zhou, Fangcheng Zhong, Param Hanji, Zhilin Guo, Kyle Fogarty, Alejandro Sztrajman, Hongyun Gao, Cengiz Oztireli

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

2407.08737 2024-07-12 cs.CV cs.AI cs.LG cs.RO 79%

Video Diffusion Alignment via Reward Gradients

Mihir Prabhudesai, Russell Mendonca, Zheyang Qin, Katerina Fragkiadaki, Deepak Pathak

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

Comments Project Webpage: https://vader-vid.github.io; Code available at: https://github.com/mihirp1998/VADER

2407.08701 2024-07-12 cs.CV 79%

Live2Diff: Live Stream Translation via Uni-directional Attention in Video Diffusion Models

Zhening Xing, Gereon Fox, Yanhong Zeng, Xingang Pan, Mohamed Elgharib, Christian Theobalt, Kai Chen

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

Comments https://live2diff.github.io/

2407.08244 2024-07-12 cs.CV cs.CG 79%

Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching

Dongliang Cao, Zorah Laehner, Florian Bernard

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

Comments accepted by ECCV 2024

2407.06938 2024-07-12 cs.CV 79%

RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models

Bowen Zhang, Yiji Cheng, Chunyu Wang, Ting Zhang, Jiaolong Yang, Yansong Tang, Feng Zhao, Dong Chen, Baining Guo

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

Comments ECCV 2024; project page: https://rodinhd.github.io/

2407.06516 2024-07-12 cs.CV 79%

VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving

Yibo Liu, Zheyuan Yang, Guile Wu, Yuan Ren, Kejian Lin, Bingbing Liu, Yang Liu, Jinjun Shan

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

2311.14473 2024-07-12 eess.IV cs.CV 79%

Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction

Taofeng Xie, Zhuo-Xu Cui, Chen Luo, Huayu Wang, Congcong Liu, Yuanzhi Zhang, Xuemei Wang, Yanjie Zhu, Guoqing Chen, Dong Liang, Qiyu Jin, Yihang Zhou, Haifeng Wang

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

2407.07461 2024-07-11 cs.CV 79%

Drantal-NeRF: Diffusion-Based Restoration for Anti-aliasing Neural Radiance Field

Ganlin Yang, Kaidong Zhang, Jingjing Fu, Dong Liu

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

2407.07174 2024-07-11 cs.CV 79%

CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model

Xiaoding Yuan, Shitao Tang, Kejie Li, Alan Yuille, Peng Wang

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

2406.03002 2024-07-11 eess.IV cs.CV 79%

Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis

Juanhua Zhang, Ruodan Yan, Alessandro Perelli, Xi Chen, Chao Li

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

Comments Accepted by MICCAI 2024

2403.09176 2024-07-11 cs.CV 79%

Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts

Byeongjun Park, Hyojun Go, Jin-Young Kim, Sangmin Woo, Seokil Ham, Changick Kim

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

Comments Project Page: https://byeongjun-park.github.io/Switch-DiT/

2311.09999 2024-07-11 cs.CV 79%

TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection

Matic Fučka, Vitjan Zavrtanik, Danijel Skočaj

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

Comments Accepted to ECCV2024

2407.06635 2024-07-10 cs.CV stat.ML 79%

Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection

Sergio Naval Marimont, Vasilis Siomos, Matthew Baugh, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni

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

Comments 8 pages, 3 figures. MICCAI 2024

2311.02991 2024-07-10 cs.CV 79%

Diffusion-based Radiotherapy Dose Prediction Guided by Inter-slice Aware Structure Encoding

Zhenghao Feng, Lu Wen, Jianghong Xiao, Yuanyuan Xu, Xi Wu, Jiliu Zhou, Xingchen Peng, Yan Wang

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

2407.05552 2024-07-09 cs.CV 79%

Ada-adapter:Fast Few-shot Style Personlization of Diffusion Model with Pre-trained Image Encoder

Jia Liu, Changlin Li, Qirui Sun, Jiahui Ming, Chen Fang, Jue Wang, Bing Zeng, Shuaicheng Liu

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

Comments 16 pages, 11 figures

2406.13705 2024-07-09 eess.IV cs.AI cs.CV 79%

EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy

Long Bai, Tong Chen, Qiaozhi Tan, Wan Jun Nah, Yanheng Li, Zhicheng He, Sishen Yuan, Zhen Chen, Jinlin Wu, Mobarakol Islam, Zhen Li, Hongbin Liu, Hongliang Ren

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

Comments To appear in MICCAI 2024. Code and dataset availability: https://github.com/longbai1006/EndoUIC

2312.09792 2024-07-09 cs.CV cs.AI cs.LG 79%

Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology

Pedro Osorio, Guillermo Jimenez-Perez, Javier Montalt-Tordera, Jens Hooge, Guillem Duran-Ballester, Shivam Singh, Moritz Radbruch, Ute Bach, Sabrina Schroeder, Krystyna Siudak, Julia Vienenkoetter, Bettina Lawrenz, Sadegh Mohammadi

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

2305.16269 2024-07-09 cs.CV cs.LG eess.IV 79%

UDPM: Upsampling Diffusion Probabilistic Models

Shady Abu-Hussein, Raja Giryes

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

2407.05059 2024-07-09 eess.IV cs.CV 79%

Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion Model

Kyobin Choo, Youngjun Jun, Mijin Yun, Seong Jae Hwang

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

Comments 13 pages, 7 figures, Early accepted at Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024

2407.04947 2024-07-09 cs.CV 79%

FreeCompose: Generic Zero-Shot Image Composition with Diffusion Prior

Zhekai Chen, Wen Wang, Zhen Yang, Zeqing Yuan, Hao Chen, Chunhua Shen

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

Comments Accepted to Proc. Eur. Conf. Comp. Vision 2024. Project webpage: https://github.com/aim-uofa/FreeCompose

2403.12042 2024-07-09 cs.CV 79%

Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation

Zixin Zhu, Xuelu Feng, Dongdong Chen, Junsong Yuan, Chunming Qiao, Gang Hua

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

Comments Appear at ECCV 2024, and the code is available at https://github.com/buxiangzhiren/VD-IT

1. 扩散模型 70277 篇

Prototype Clustered Diffusion Models for Versatile Inverse Problems

CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths

UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation

Salt & Pepper Heatmaps: Diffusion-informed Landmark Detection Strategy

LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models

Structured Generations: Using Hierarchical Clusters to guide Diffusion Models

StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images

Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution

DiG-IN: Diffusion Guidance for Investigating Networks -- Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual Explanations

FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation

Video Diffusion Alignment via Reward Gradients

Live2Diff: Live Stream Translation via Uni-directional Attention in Video Diffusion Models

Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching

RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models

VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving

Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction

Drantal-NeRF: Diffusion-Based Restoration for Anti-aliasing Neural Radiance Field

CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model

Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis

Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts

TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection

Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection

Diffusion-based Radiotherapy Dose Prediction Guided by Inter-slice Aware Structure Encoding

Ada-adapter:Fast Few-shot Style Personlization of Diffusion Model with Pre-trained Image Encoder

EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy

Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology

UDPM: Upsampling Diffusion Probabilistic Models

Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion Model

FreeCompose: Generic Zero-Shot Image Composition with Diffusion Prior

Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation