图像生成 - arXivDaily 专题

2310.19288 2023-10-31 eess.IV cs.CV 79%

EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution

Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang

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

Comments Submitted to IEEE TGRS

2307.05397 2023-10-31 cs.CV 79%

On the Vulnerability of DeepFake Detectors to Attacks Generated by Denoising Diffusion Models

Marija Ivanovska, Vitomir Štruc

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

Comments Submitted for review

2305.16261 2023-10-31 stat.ML cs.CV cs.LG 79%

Trans-Dimensional Generative Modeling via Jump Diffusion Models

Andrew Campbell, William Harvey, Christian Weilbach, Valentin De Bortoli, Tom Rainforth, Arnaud Doucet

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

Comments 41 pages, 11 figures, 8 tables; NeurIPS 2023

2305.12577 2023-10-31 cs.CV 79%

Guided Motion Diffusion for Controllable Human Motion Synthesis

Korrawe Karunratanakul, Konpat Preechakul, Supasorn Suwajanakorn, Siyu Tang

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

Comments ICCV23. Project page: https://korrawe.github.io/gmd-project/

2302.10688 2023-10-31 cs.LG cs.CV stat.ML 79%

On Calibrating Diffusion Probabilistic Models

Tianyu Pang, Cheng Lu, Chao Du, Min Lin, Shuicheng Yan, Zhijie Deng

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

Comments NeurIPS 2023

2304.02742 2023-10-31 eess.IV cs.CV 79%

Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models

Yunxiang Li, Hua-Chieh Shao, Xiao Liang, Liyuan Chen, Ruiqi Li, Steve Jiang, Jing Wang, You Zhang

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

Journal ref IEEE Transactions on Medical Imaging, 2023

2301.13721 2023-10-31 cs.CV 79%

DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models

Tao Yang, Yuwang Wang, Yan Lv, Nanning Zheng

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

Comments Accepted by NeurIPS 2023

2310.17577 2023-10-30 cs.CV 79%

Global Structure-Aware Diffusion Process for Low-Light Image Enhancement

Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Hui Yuan

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

Comments Accepted to NeurIPS 2023

2310.17649 2023-10-27 cs.RO cs.CV 79%

6-DoF Stability Field via Diffusion Models

Takuma Yoneda, Tianchong Jiang, Gregory Shakhnarovich, Matthew R. Walter

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

Comments In submission

2310.17359 2023-10-27 cs.CV 79%

SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation

Haobo Jiang, Mathieu Salzmann, Zheng Dang, Jin Xie, Jian Yang

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

Comments Accepted by NeurIPS-2023

2310.16818 2023-10-27 cs.CV cs.CG 79%

DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Jingxiang Sun, Bo Zhang, Ruizhi Shao, Lizhen Wang, Wen Liu, Zhenda Xie, Yebin Liu

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

Comments Project Page: https://mrtornado24.github.io/DreamCraft3D/

2305.19693 2023-10-27 cs.LG cs.CV 79%

Spontaneous Symmetry Breaking in Generative Diffusion Models

Gabriel Raya, Luca Ambrogioni

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

Comments As published at NeurIPS 2023, and the size of the file has been optimized for fast downloading

2310.16349 2023-10-26 cs.CV 79%

DiffRef3D: A Diffusion-based Proposal Refinement Framework for 3D Object Detection

Se-Ho Kim, Inyong Koo, Inyoung Lee, Byeongjun Park, Changick Kim

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

2308.13369 2023-10-26 cs.CV 79%

Distribution-Aligned Diffusion for Human Mesh Recovery

Lin Geng Foo, Jia Gong, Hossein Rahmani, Jun Liu

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

Comments Accepted to ICCV 2023

2307.03833 2023-10-26 cs.CV cs.AI 79%

Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation

Zhongyu Jiang, Zhuoran Zhou, Lei Li, Wenhao Chai, Cheng-Yen Yang, Jenq-Neng Hwang

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

Comments WACV 2024

2306.03022 2023-10-26 cs.CV cs.LG 79%

Interpretable Alzheimer's Disease Classification Via a Contrastive Diffusion Autoencoder

Ayodeji Ijishakin, Ahmed Abdulaal, Adamos Hadjivasiliou, Sophie Martin, James Cole

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

Journal ref ICML (2023), 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH)

2305.19809 2023-10-26 cs.CV cs.AI cs.LG stat.ML 79%

Direct Diffusion Bridge using Data Consistency for Inverse Problems

Hyungjin Chung, Jeongsol Kim, Jong Chul Ye

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

Comments NeurIPS 2023 camera-ready. 16 pages, 6 figures

2310.16109 2023-10-26 cs.SD cs.CV eess.AS 79%

Complex Image Generation SwinTransformer Network for Audio Denoising

Youshan Zhang, Jialu Li

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

2310.15948 2023-10-25 cs.CV 79%

Language-driven Scene Synthesis using Multi-conditional Diffusion Model

An Vuong, Minh Nhat Vu, Toan Tien Nguyen, Baoru Huang, Dzung Nguyen, Thieu Vo, Anh Nguyen

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

Comments Accepted to NeurIPS 2023

2309.15842 2023-10-25 cs.CV cs.LG 79%

Exploiting the Signal-Leak Bias in Diffusion Models

Martin Nicolas Everaert, Athanasios Fitsios, Marco Bocchio, Sami Arpa, Sabine Süsstrunk, Radhakrishna Achanta

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

Comments corrected the author names in reference [24]

2310.14570 2023-10-24 cs.CV cs.RO 79%

DICE: Diverse Diffusion Model with Scoring for Trajectory Prediction

Younwoo Choi, Ray Coden Mercurius, Soheil Mohamad Alizadeh Shabestary, Amir Rasouli

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

2310.13545 2023-10-23 cs.CV cs.AI 79%

ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection

Zhongzhan Huang, Pan Zhou, Shuicheng Yan, Liang Lin

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

Comments accepted by NeurIPS 2023

2310.02596 2023-10-23 cs.CV 79%

SweetDreamer: Aligning Geometric Priors in 2D Diffusion for Consistent Text-to-3D

Weiyu Li, Rui Chen, Xuelin Chen, Ping Tan

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

Comments Project page: https://sweetdreamer3d.github.io/

2310.01799 2023-10-20 eess.IV cs.CV 79%

SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models

Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz

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

Comments MICCAI 2023

2304.12526 2023-10-20 cs.CV cs.LG 79%

Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models

Zhendong Wang, Yifan Jiang, Huangjie Zheng, Peihao Wang, Pengcheng He, Zhangyang Wang, Weizhu Chen, Mingyuan Zhou

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

2302.08411 2023-10-20 cs.CV cs.LG 79%

Explicit Diffusion of Gaussian Mixture Model Based Image Priors

Martin Zach, Thomas Pock, Erich Kobler, Antonin Chambolle

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

Journal ref Scale Space and Variational Methods in Computer Vision (2023). Lecture Notes in Computer Science, vol 14009. 3-15

2309.11497 2023-10-19 cs.CV 79%

FreeU: Free Lunch in Diffusion U-Net

Chenyang Si, Ziqi Huang, Yuming Jiang, Ziwei Liu

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

Comments Method update: we proposed structure-based scaling to enhance the performance of FreeU. Project page: https://chenyangsi.top/FreeU/

2309.04965 2023-10-18 cs.CV cs.AI cs.CL 79%

Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning

Guisheng Liu, Yi Li, Zhengcong Fei, Haiyan Fu, Xiangyang Luo, Yanqing Guo

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

Comments 11 pages,4 figures, 6 tables

2209.09483 2023-10-18 cs.CV 79%

Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation

Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka

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

Comments Neurocomputing

2310.10209 2023-10-17 eess.IV cs.CV cs.LG 79%

Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model

Junpeng Tan, Xin Zhang, Yao Lv, Xiangmin Xu, Gang Li

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

1. 扩散模型 70277 篇

EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution

On the Vulnerability of DeepFake Detectors to Attacks Generated by Denoising Diffusion Models

Trans-Dimensional Generative Modeling via Jump Diffusion Models

Guided Motion Diffusion for Controllable Human Motion Synthesis

On Calibrating Diffusion Probabilistic Models

Zero-shot Medical Image Translation via Frequency-Guided Diffusion Models

DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models

Global Structure-Aware Diffusion Process for Low-Light Image Enhancement

6-DoF Stability Field via Diffusion Models

SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation

DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Spontaneous Symmetry Breaking in Generative Diffusion Models

DiffRef3D: A Diffusion-based Proposal Refinement Framework for 3D Object Detection

Distribution-Aligned Diffusion for Human Mesh Recovery

Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation

Interpretable Alzheimer's Disease Classification Via a Contrastive Diffusion Autoencoder

Direct Diffusion Bridge using Data Consistency for Inverse Problems

Complex Image Generation SwinTransformer Network for Audio Denoising

Language-driven Scene Synthesis using Multi-conditional Diffusion Model

Exploiting the Signal-Leak Bias in Diffusion Models

DICE: Diverse Diffusion Model with Scoring for Trajectory Prediction

ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection

SweetDreamer: Aligning Geometric Priors in 2D Diffusion for Consistent Text-to-3D

SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models

Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models

Explicit Diffusion of Gaussian Mixture Model Based Image Priors

FreeU: Free Lunch in Diffusion U-Net

Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning

Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation

Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model