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Semantic Image Synthesis via Diffusion Models

30 June 2022

Lu Yuan

Papers citing "Semantic Image Synthesis via Diffusion Models"

50 / 169 papers shown

Title
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors Kangfu Mei Nithin Gopalakrishnan Nair Vishal M. Patel DiffM 65 7 0 14 Dec 2022
HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping Qinghe Wang Lijie Liu Miao Hua Pengfei Zhu W. Zuo Qinghua Hu Huchuan Lu Bing Cao DiffM 68 9 0 13 Dec 2022
RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models Jiabao Lei Jiapeng Tang Kui Jia DiffM 89 38 0 12 Dec 2022
High-Fidelity Guided Image Synthesis with Latent Diffusion Models Jaskirat Singh Stephen Gould Liang Zheng DiffM 95 42 0 30 Nov 2022
SceneComposer: Any-Level Semantic Image Synthesis Yu Zeng Zhe Lin Jianming Zhang Qing Liu John Collomosse Jason Kuen Vishal M. Patel DiffM 63 50 0 21 Nov 2022
HumanDiffusion: a Coarse-to-Fine Alignment Diffusion Framework for Controllable Text-Driven Person Image Generation Kai Zhang Muyi Sun Jianxin Sun Binghao Zhao Kunbo Zhang Zhenan Sun Tieniu Tan DiffM 82 12 0 11 Nov 2022
Self-Guided Diffusion Models Vincent Tao Hu David W. Zhang Yuki M. Asano Gertjan J. Burghouts Cees G. M. Snoek 128 33 0 12 Oct 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 369 1,257 0 10 Sep 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 210 3,982 0 26 Jul 2022
Auto-regressive Image Synthesis with Integrated Quantization Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Kai Cui Changgong Zhang Shijian Lu 114 11 0 21 Jul 2022
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 304 1,473 0 02 Jun 2022
Marginal Contrastive Correspondence for Guided Image Generation Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Changgong Zhang VLM 99 31 0 01 Apr 2022
Semantic-shape Adaptive Feature Modulation for Semantic Image Synthesis Zheng Lv Xiaoming Li Zhenxing Niu Bingyi Cao W. Zuo 87 29 0 31 Mar 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 413 851 0 27 Jan 2022
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 198 51 0 27 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 471 3,641 0 20 Dec 2021
Vector Quantized Diffusion Model for Text-to-Image Synthesis Shuyang Gu Dong Chen Jianmin Bao Fang Wen Bo Zhang Dongdong Chen Lu Yuan B. Guo DiffM 229 800 0 29 Nov 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 208 958 0 29 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 496 1,668 0 10 Nov 2021
Collaging Class-specific GANs for Semantic Image Synthesis Yuheng Li Yijun Li Jingwan Lu Eli Shechtman Yong Jae Lee Krishna Kumar Singh 82 32 0 08 Oct 2021
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation Yahui Liu Yajing Chen Linchao Bao N. Sebe Bruno Lepri Marco De Nadai 118 12 0 26 Sep 2021
Image Synthesis via Semantic Composition Yi Wang Lu Qi Ying-Cong Chen Xinming Zhang Jiaya Jia 248 64 0 15 Sep 2021
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 219 727 0 06 Aug 2021
Bi-level Feature Alignment for Versatile Image Translation and Manipulation Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Kaiwen Cui Aoran Xiao Shijian Lu Ling Shao 147 32 0 07 Jul 2021
Structured Denoising Diffusion Models in Discrete State-Spaces Jacob Austin Daniel D. Johnson Jonathan Ho Daniel Tarlow Rianne van den Berg DiffM 282 952 0 07 Jul 2021
Variational Diffusion Models Diederik P. Kingma Tim Salimans Ben Poole Jonathan Ho DiffM 234 1,146 0 01 Jul 2021
On Fast Sampling of Diffusion Probabilistic Models Zhifeng Kong Ming-Yu Liu DiffM 92 200 0 31 May 2021
Cascaded Diffusion Models for High Fidelity Image Generation Jonathan Ho Chitwan Saharia William Chan David J. Fleet Mohammad Norouzi Tim Salimans 240 1,244 0 30 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 423 8,010 0 11 May 2021
SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models Haoying Li Yifan Yang Meng Chang H. Feng Zhi-hai Xu Qi Li Yue-ting Chen DiffM 112 645 0 30 Apr 2021
UNIT-DDPM: UNpaired Image Translation with Denoising Diffusion Probabilistic Models Hiroshi Sasaki Chris G. Willcocks T. Breckon DiffM 62 167 0 12 Apr 2021
Noise Estimation for Generative Diffusion Models Robin San-Roman Eliya Nachmani Lior Wolf DiffM 131 107 0 06 Apr 2021
Diverse Semantic Image Synthesis via Probability Distribution Modeling Zhentao Tan Menglei Chai Dongdong Chen Jing Liao Qi Chu B. Liu G. Hua Nenghai Yu DiffM 84 64 0 11 Mar 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 359 3,747 0 18 Feb 2021
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 251 189 0 08 Dec 2020
Efficient Semantic Image Synthesis via Class-Adaptive Normalization Zhentao Tan Dongdong Chen Qi Chu Menglei Chai Jing Liao Mingming He Lu Yuan G. Hua Nenghai Yu 117 93 0 08 Dec 2020
Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network Jialu Huang Jing Liao Sam Kwong 69 67 0 12 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 334 7,531 0 06 Oct 2020
Dual Attention GANs for Semantic Image Synthesis Hao Tang S. Bai N. Sebe 109 84 0 29 Aug 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.0K 18,532 0 19 Jun 2020
Semantically Multi-modal Image Synthesis Zhen Zhu Zhi-liang Xu Ansheng You X. Bai 266 95 0 28 Mar 2020
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation Hao Tang Dan Xu Yan Yan Philip Torr N. Sebe GAN 116 143 0 27 Dec 2019
SEAN: Image Synthesis with Semantic Region-Adaptive Normalization Peihao Zhu Rameen Abdal Yipeng Qin Peter Wonka DiffM 103 449 0 28 Nov 2019
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis Xihui Liu Guojun Yin Jing Shao Xiaogang Wang Hongsheng Li 106 210 0 15 Oct 2019
MaskGAN: Towards Diverse and Interactive Facial Image Manipulation Cheng-Han Lee Ziwei Liu Lingyun Wu Ping Luo CVBM 186 1,079 0 27 Jul 2019
Few-Shot Unsupervised Image-to-Image Translation Ming-Yuan Liu Xun Huang Arun Mallya Tero Karras Timo Aila J. Lehtinen Jan Kautz 71 610 0 05 May 2019
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation Wayne Wu Kaidi Cao Cheng Li Chao Qian Chen Change Loy ViT DRL 100 111 0 21 Apr 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 222 2,707 0 18 Mar 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 116 216 0 25 Jan 2019
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 251 88 0 29 Nov 2018