图像生成 - arXivDaily 专题

2307.10373 2023-11-21 cs.CV 85%

TokenFlow: Consistent Diffusion Features for Consistent Video Editing

Michal Geyer, Omer Bar-Tal, Shai Bagon, Tali Dekel

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

2311.09221 2023-11-16 cs.CV 85%

Single-Image 3D Human Digitization with Shape-Guided Diffusion

Badour AlBahar, Shunsuke Saito, Hung-Yu Tseng, Changil Kim, Johannes Kopf, Jia-Bin Huang

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

Comments SIGGRAPH Asia 2023. Project website: https://human-sgd.github.io/

2311.05556 2023-11-10 cs.CV cs.LG 85%

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Simian Luo, Yiqin Tan, Suraj Patil, Daniel Gu, Patrick von Platen, Apolinário Passos, Longbo Huang, Jian Li, Hang Zhao

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

Comments Technical Report

2305.18729 2023-11-08 cs.CV 85%

Real-World Image Variation by Aligning Diffusion Inversion Chain

Yuechen Zhang, Jinbo Xing, Eric Lo, Jiaya Jia

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

Comments NuerIPS 2023 Spotlight. 21 pages; Code: https://github.com/dvlab-research/RIVAL/ Project page: https://rival-diff.github.io/

2311.00056 2023-11-02 cs.CV cs.AI cs.LG 85%

Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion

David Marwood, Shumeet Baluja, Yair Alon

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

2306.00219 2023-10-31 cs.CV cs.AI cs.CL cs.LG 85%

Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images

Peyman Gholami, Robert Xiao

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

2310.10765 2023-10-24 cs.CV cs.AI cs.CL 85%

BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys

Yu Gu, Jianwei Yang, Naoto Usuyama, Chunyuan Li, Sheng Zhang, Matthew P. Lungren, Jianfeng Gao, Hoifung Poon

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

Comments Project page & demo: https://aka.ms/biomedjourney

2310.01506 2023-10-20 cs.CV 85%

Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Xuan Ju, Ailing Zeng, Yuxuan Bian, Shaoteng Liu, Qiang Xu

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

2310.07702 2023-10-12 cs.CV 85%

ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models

Yingqing He, Shaoshu Yang, Haoxin Chen, Xiaodong Cun, Menghan Xia, Yong Zhang, Xintao Wang, Ran He, Qifeng Chen, Ying Shan

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

Comments Project page: https://yingqinghe.github.io/scalecrafter/ Github: https://github.com/YingqingHe/ScaleCrafter

2308.06160 2023-10-11 cs.CV 85%

DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models

Weijia Wu, Yuzhong Zhao, Hao Chen, Yuchao Gu, Rui Zhao, Yefei He, Hong Zhou, Mike Zheng Shou, Chunhua Shen

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

Journal ref Proc. Advances In Neural Information Processing Systems (NeurIPS 2023)

2310.01110 2023-10-03 cs.LG cs.AI cs.CV stat.ML 85%

Prompt-tuning latent diffusion models for inverse problems

Hyungjin Chung, Jong Chul Ye, Peyman Milanfar, Mauricio Delbracio

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

Comments 22 pages, 10 figures

2305.11281 2023-09-25 cs.CV cs.LG 85%

SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models

Ziyi Wu, Jingyu Hu, Wuyue Lu, Igor Gilitschenski, Animesh Garg

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

Comments NeurIPS 2023 Spotlight. Project page: https://slotdiffusion.github.io/

2308.16582 2023-09-12 cs.CV 85%

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images

Qingping Zheng, Yuanfan Guo, Jiankang Deng, Jianhua Han, Ying Li, Songcen Xu, Hang Xu

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

2308.09306 2023-08-21 cs.CV 85%

DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability

Runhui Huang, Jianhua Han, Guansong Lu, Xiaodan Liang, Yihan Zeng, Wei Zhang, Hang Xu

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

Comments ICCV2023

2308.06713 2023-08-15 cs.CV 85%

LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts

Binbin Yang, Yi Luo, Ziliang Chen, Guangrun Wang, Xiaodan Liang, Liang Lin

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

2308.06101 2023-08-14 cs.CV 85%

Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow

Junhong Gou, Siyu Sun, Jianfu Zhang, Jianlou Si, Chen Qian, Liqing Zhang

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

Comments Accepted by ACMMM 2023

2307.08702 2023-07-18 cs.CV 85%

Diffusion Models Beat GANs on Image Classification

Soumik Mukhopadhyay, Matthew Gwilliam, Vatsal Agarwal, Namitha Padmanabhan, Archana Swaminathan, Srinidhi Hegde, Tianyi Zhou, Abhinav Shrivastava

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

Comments 15 pages, 7 figures, 10 tables, submission under review

2307.06272 2023-07-13 cs.CV cs.CR cs.LG 85%

Exposing the Fake: Effective Diffusion-Generated Images Detection

Ruipeng Ma, Jinhao Duan, Fei Kong, Xiaoshuang Shi, Kaidi Xu

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

Comments AdvML-Frontiers@ICML 2023

2306.08257 2023-06-16 cs.CV cs.CR 85%

On the Robustness of Latent Diffusion Models

Jianping Zhang, Zhuoer Xu, Shiwen Cui, Changhua Meng, Weibin Wu, Michael R. Lyu

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

2306.05182 2023-06-14 cs.CV cs.LG 85%

Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models

Krishna Sri Ipsit Mantri, Nevasini Sasikumar

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

Comments Third Workshop on Ethical Considerations in Creative applications of Computer Vision (EC3V) at CVPR 2023. arXiv admin note: substantial text overlap with arXiv:2301.02110, arXiv:2112.10752 by other authors

2212.06013 2023-06-01 cs.CV cs.AI cs.LG 85%

The Stable Artist: Steering Semantics in Diffusion Latent Space

Manuel Brack, Patrick Schramowski, Felix Friedrich, Dominik Hintersdorf, Kristian Kersting

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

Comments This is a report of preliminary results. A full version of the paper is available at: arXiv:2301.12247

2305.18726 2023-05-31 cs.CV 85%

Diffusion-Stego: Training-free Diffusion Generative Steganography via Message Projection

Daegyu Kim, Chaehun Shin, Jooyoung Choi, Dahuin Jung, Sungroh Yoon

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

2303.06555 2023-05-31 cs.LG cs.CV 85%

One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale

Fan Bao, Shen Nie, Kaiwen Xue, Chongxuan Li, Shi Pu, Yaole Wang, Gang Yue, Yue Cao, Hang Su, Jun Zhu

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

Comments Accepted to ICML2023

2302.01316 2023-05-31 cs.CV cs.AI cs.CR cs.LG 85%

Are Diffusion Models Vulnerable to Membership Inference Attacks?

Jinhao Duan, Fei Kong, Shiqi Wang, Xiaoshuang Shi, Kaidi Xu

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

Comments To appear in ICML 2023

2305.11540 2023-05-22 cs.CV cs.CL 85%

Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots

Jinyi Hu, Xu Han, Xiaoyuan Yi, Yutong Chen, Wenhao Li, Zhiyuan Liu, Maosong Sun

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

2305.04651 2023-05-09 cs.CV 85%

ReGeneration Learning of Diffusion Models with Rich Prompts for Zero-Shot Image Translation

Yupei Lin, Sen Zhang, Xiaojun Yang, Xiao Wang, Yukai Shi

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

Comments https://yupeilin2388.github.io/publication/ReDiffuser

2304.08477 2023-04-19 cs.CV 85%

Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation

Jie An, Songyang Zhang, Harry Yang, Sonal Gupta, Jia-Bin Huang, Jiebo Luo, Xi Yin

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

Comments https://latent-shift.github.io

2302.03298 2023-04-18 cs.CV cs.AI 85%

Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion

Jordan Shipard, Arnold Wiliem, Kien Nguyen Thanh, Wei Xiang, Clinton Fookes

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

Comments (10 pages, 6 figures, 3 tables, preprint)

2209.12152 2023-03-28 cs.CV cs.AI cs.LG 85%

All are Worth Words: A ViT Backbone for Diffusion Models

Fan Bao, Shen Nie, Kaiwen Xue, Yue Cao, Chongxuan Li, Hang Su, Jun Zhu

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

Comments Accepted to CVPR 2023

2302.05830 2023-02-14 eess.IV cs.CV cs.LG 85%

NephroNet: A Novel Program for Identifying Renal Cell Carcinoma and Generating Synthetic Training Images with Convolutional Neural Networks and Diffusion Models

Yashvir Sabharwal

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

Comments 22 pages, 5 figures, 2 tables

1. 扩散模型 70082 篇

TokenFlow: Consistent Diffusion Features for Consistent Video Editing

Single-Image 3D Human Digitization with Shape-Guided Diffusion

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Real-World Image Variation by Aligning Diffusion Inversion Chain

Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion

Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images

BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys

Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models

DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models

Prompt-tuning latent diffusion models for inverse problems

SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models

Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images

DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability

LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts

Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow

Diffusion Models Beat GANs on Image Classification

Exposing the Fake: Effective Diffusion-Generated Images Detection

On the Robustness of Latent Diffusion Models

Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models

The Stable Artist: Steering Semantics in Diffusion Latent Space

Diffusion-Stego: Training-free Diffusion Generative Steganography via Message Projection

One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale

Are Diffusion Models Vulnerable to Membership Inference Attacks?

Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots

ReGeneration Learning of Diffusion Models with Rich Prompts for Zero-Shot Image Translation

Latent-Shift: Latent Diffusion with Temporal Shift for Efficient Text-to-Video Generation

Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion

All are Worth Words: A ViT Backbone for Diffusion Models

NephroNet: A Novel Program for Identifying Renal Cell Carcinoma and Generating Synthetic Training Images with Convolutional Neural Networks and Diffusion Models