图像生成 - arXivDaily 专题

2310.13772 2023-10-24 cs.CV cs.LG 83%

TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models

Tianshi Cao, Karsten Kreis, Sanja Fidler, Nicholas Sharp, Kangxue Yin

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

Comments Videos and more results on https://research.nvidia.com/labs/toronto-ai/texfusion/

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (2023) 4169-4181

2305.01115 2023-10-20 cs.CV 83%

In-Context Learning Unlocked for Diffusion Models

Zhendong Wang, Yifan Jiang, Yadong Lu, Yelong Shen, Pengcheng He, Weizhu Chen, Zhangyang Wang, Mingyuan Zhou

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

2305.10825 2023-10-19 cs.CV 83%

DiffUTE: Universal Text Editing Diffusion Model

Haoxing Chen, Zhuoer Xu, Zhangxuan Gu, Jun Lan, Xing Zheng, Yaohui Li, Changhua Meng, Huijia Zhu, Weiqiang Wang

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

Comments Accepted by NeurIPS'2023

2302.04867 2023-10-18 cs.LG cs.CV 83%

UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models

Wenliang Zhao, Lujia Bai, Yongming Rao, Jie Zhou, Jiwen Lu

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

Comments Accepted by NeurIPS 2023. Project page: https://unipc.ivg-research.xyz

2310.10343 2023-10-17 cs.CV 83%

ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion

Jiayu Yang, Ziang Cheng, Yunfei Duan, Pan Ji, Hongdong Li

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

2310.10338 2023-10-17 cs.CV 83%

Scene Graph Conditioning in Latent Diffusion

Frank Fundel

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

Comments Preprint

2310.09479 2023-10-17 cs.CV cs.AI 83%

Unified High-binding Watermark for Unconditional Image Generation Models

Ruinan Ma, Yu-an Tan, Shangbo Wu, Tian Chen, Yajie Wang, Yuanzhang Li

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

2303.08320 2023-10-16 cs.CV 83%

VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation

Zhengxiong Luo, Dayou Chen, Yingya Zhang, Yan Huang, Liang Wang, Yujun Shen, Deli Zhao, Jingren Zhou, Tieniu Tan

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

Comments Accepted to CVPR2023

2310.07771 2023-10-13 cs.CV cs.AI 83%

DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion model

Xiaofan Li, Yifu Zhang, Xiaoqing Ye

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

Comments 11 pages

2303.01748 2023-10-13 cs.LG cs.CV stat.ML 83%

A Complete Recipe for Diffusion Generative Models

Kushagra Pandey, Stephan Mandt

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

Comments Accepted in ICCV'23 (Oral Presentation)

2307.12493 2023-10-11 cs.CV cs.AI 83%

TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition

Shilin Lu, Yanzhu Liu, Adams Wai-Kin Kong

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

Comments Accepted by ICCV 2023

2306.17560 2023-10-11 cs.LG cs.CV 83%

Class-Incremental Learning using Diffusion Model for Distillation and Replay

Quentin Jodelet, Xin Liu, Yin Jun Phua, Tsuyoshi Murata

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

Comments Best paper award at 1st Workshop on Visual Continual Learning, ICCV 2023

2306.00966 2023-10-06 cs.CV 83%

The Hidden Language of Diffusion Models

Hila Chefer, Oran Lang, Mor Geva, Volodymyr Polosukhin, Assaf Shocher, Michal Irani, Inbar Mosseri, Lior Wolf

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

2310.02906 2023-10-05 cs.CV cs.AI 83%

Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts

Shiyi Du, Xiaosong Wang, Yongyi Lu, Yuyin Zhou, Shaoting Zhang, Alan Yuille, Kang Li, Zongwei Zhou

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

Comments 10 pages, 4 figures

2306.06991 2023-10-05 cs.CV cs.AI cs.LG 83%

Fast Diffusion Model

Zike Wu, Pan Zhou, Kenji Kawaguchi, Hanwang Zhang

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

2306.06233 2023-10-05 cs.SE cs.AI cs.CV 83%

Boosting GUI Prototyping with Diffusion Models

Jialiang Wei, Anne-Lise Courbis, Thomas Lambolais, Binbin Xu, Pierre Louis Bernard, Gérard Dray

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

Comments Accepted for The 31st IEEE International Requirements Engineering Conference 2023, RE@Next! track

2310.01400 2023-10-03 cs.CV cs.LG 83%

Sequential Data Generation with Groupwise Diffusion Process

Sangyun Lee, Gayoung Lee, Hyunsu Kim, Junho Kim, Youngjung Uh

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

2305.04391 2023-10-03 cs.LG cs.CV cs.NA math.NA stat.ML 83%

A Variational Perspective on Solving Inverse Problems with Diffusion Models

Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat

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

2309.15807 2023-09-28 cs.CV 83%

Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack

Xiaoliang Dai, Ji Hou, Chih-Yao Ma, Sam Tsai, Jialiang Wang, Rui Wang, Peizhao Zhang, Simon Vandenhende, Xiaofang Wang, Abhimanyu Dubey, Matthew Yu, Abhishek Kadian, Filip Radenovic, Dhruv Mahajan, Kunpeng Li, Yue Zhao, Vladan Petrovic, Mitesh Kumar Singh, Simran Motwani, Yi Wen, Yiwen Song, Roshan Sumbaly, Vignesh Ramanathan, Zijian He, Peter Vajda, Devi Parikh

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

2309.15103 2023-09-28 cs.CV 83%

LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models

Yaohui Wang, Xinyuan Chen, Xin Ma, Shangchen Zhou, Ziqi Huang, Yi Wang, Ceyuan Yang, Yinan He, Jiashuo Yu, Peiqing Yang, Yuwei Guo, Tianxing Wu, Chenyang Si, Yuming Jiang, Cunjian Chen, Chen Change Loy, Bo Dai, Dahua Lin, Yu Qiao, Ziwei Liu

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

Comments Project webpage: https://vchitect.github.io/LaVie-project/

2309.10438 2023-09-26 cs.CV 83%

AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration

Lijiang Li, Huixia Li, Xiawu Zheng, Jie Wu, Xuefeng Xiao, Rui Wang, Min Zheng, Xin Pan, Fei Chao, Rongrong Ji

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

2308.10187 2023-09-25 cs.NE cs.CV 83%

Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks

Mingxuan Liu, Jie Gan, Rui Wen, Tao Li, Yongli Chen, Hong Chen

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

Comments Under Review

2309.10817 2023-09-20 eess.IV cs.CV cs.LG stat.ML 83%

Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context

Rucha Deshpande, Muzaffer Özbey, Hua Li, Mark A. Anastasio, Frank J. Brooks

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

Comments This paper is under consideration at IEEE TMI

2306.03878 2023-09-19 cs.CV 83%

Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation

Xinrong Hu, Yu-Jen Chen, Tsung-Yi Ho, Yiyu Shi

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

Comments MICCAI 2023

2305.11870 2023-09-18 cs.CV 83%

Chupa: Carving 3D Clothed Humans from Skinned Shape Priors using 2D Diffusion Probabilistic Models

Byungjun Kim, Patrick Kwon, Kwangho Lee, Myunggi Lee, Sookwan Han, Daesik Kim, Hanbyul Joo

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

Comments Project Page: https://snuvclab.github.io/chupa/

2305.03472 2023-09-07 cs.MM cs.AI 83%

Generative Steganography Diffusion

Ping Wei, Qing Zhou, Zichi Wang, Zhenxing Qian, Xinpeng Zhang, Sheng Li

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

Comments Shall not be reproduced without permission, rights reserved!

2309.00248 2023-09-04 cs.CV cs.AI 83%

DiffuGen: Adaptable Approach for Generating Labeled Image Datasets using Stable Diffusion Models

Michael Shenoda, Edward Kim

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

2303.08440 2023-09-04 eess.IV cs.CV cs.LG 83%

Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models

Suhyeon Lee, Hyungjin Chung, Minyoung Park, Jonghyuk Park, Wi-Sun Ryu, Jong Chul Ye

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

Comments ICCV23 poster. 15 pages, 9 figures

2212.07501 2023-09-04 eess.IV cs.CV 83%

Diffusion Probabilistic Models beat GANs on Medical Images

Gustav Müller-Franzes, Jan Moritz Niehues, Firas Khader, Soroosh Tayebi Arasteh, Christoph Haarburger, Christiane Kuhl, Tianci Wang, Tianyu Han, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn

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

Journal ref Sci Rep 13, 12098 (2023)

2308.16648 2023-09-01 cs.CV cs.LG 83%

Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps

Miguel Espinosa, Elliot J. Crowley

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

Comments 13 pages, 6 figures. preprint

1. 扩散模型 70196 篇

TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models

In-Context Learning Unlocked for Diffusion Models

DiffUTE: Universal Text Editing Diffusion Model

UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models

ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion

Scene Graph Conditioning in Latent Diffusion

Unified High-binding Watermark for Unconditional Image Generation Models

VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation

DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion model

A Complete Recipe for Diffusion Generative Models

TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition

Class-Incremental Learning using Diffusion Model for Distillation and Replay

The Hidden Language of Diffusion Models

Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts

Fast Diffusion Model

Boosting GUI Prototyping with Diffusion Models

Sequential Data Generation with Groupwise Diffusion Process

A Variational Perspective on Solving Inverse Problems with Diffusion Models

Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack

LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models

AutoDiffusion: Training-Free Optimization of Time Steps and Architectures for Automated Diffusion Model Acceleration

Spiking-Diffusion: Vector Quantized Discrete Diffusion Model with Spiking Neural Networks

Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context

Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation

Chupa: Carving 3D Clothed Humans from Skinned Shape Priors using 2D Diffusion Probabilistic Models

Generative Steganography Diffusion

DiffuGen: Adaptable Approach for Generating Labeled Image Datasets using Stable Diffusion Models

Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models

Diffusion Probabilistic Models beat GANs on Medical Images

Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps