You Only Need Adversarial Supervision for Semantic Image Synthesis

8 December 2020

V. Sushko

Edgar Schönfeld

Dan Zhang

Juergen Gall

Bernt Schiele

Anna Khoreva

GAN

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Papers citing "You Only Need Adversarial Supervision for Semantic Image Synthesis"

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Title
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control Nvidia Hassan Abu Alhaija Jose M. Alvarez Maciej Bala Tiffany Cai ... Yuchong Ye Xiaodong Yang X. Yang Xiaohui Zeng Yu Zeng VGen 92 1 0 18 Mar 2025
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute Sotiris Anagnostidis Gregor Bachmann Yeongmin Kim Jonas Kohler Markos Georgopoulos A. Sanakoyeu Yuming Du Albert Pumarola Ali K. Thabet Edgar Schönfeld 89 0 0 27 Feb 2025
Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks Richard Osuala Smriti Joshi Apostolia Tsirikoglou Lidia Garrucho Walter H. L. Pinaya Daniel M. Lang J. Schnabel Oliver Díaz Karim Lekadir MedIm 36 0 0 27 Sep 2024
Automatic Controllable Colorization via Imagination Xiaoyan Cong Yue Wu Qifeng Chen Chenyang Lei DiffM 26 5 0 08 Apr 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis Zheng Lv Yuxiang Wei Wangmeng Zuo Kwan-Yee K. Wong 41 14 0 04 Mar 2024
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Fengyi Shen Li Zhou Kagan Kucukaytekin Ziyuan Liu He Wang Alois C. Knoll DiffM 23 2 0 09 Feb 2024
Spatial-Aware Latent Initialization for Controllable Image Generation Wenqiang Sun Tengtao Li Zehong Lin Jun Zhang 39 10 0 29 Jan 2024
Idempotence and Perceptual Image Compression Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 41 15 0 17 Jan 2024
Semantic Image Synthesis for Abdominal CT Zhuang Yan Benjamin Hou T. Mathai Pritam Mukherjee Boah Kim Ronald M. Summers DiffM MedIm 24 10 0 11 Dec 2023
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller DiffM VLM 18 4 0 06 Sep 2023
Semantic RGB-D Image Synthesis Shijie Li Rongqing Li Juergen Gall 23 0 0 22 Aug 2023
SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-form Layout-to-Image Generation Chengyou Jia Minnan Luo Zhuohang Dang Guangwen Dai Xiaojun Chang Mengmeng Wang Jingdong Wang DiffM 39 13 0 20 Aug 2023
Conditional 360-degree Image Synthesis for Immersive Indoor Scene Decoration Kashun Shum Hong-Wing Pang Binh-Son Hua Duc Thanh Nguyen Sai-Kit Yeung 3DV 3DPC 27 8 0 18 Jul 2023
Inferring and Leveraging Parts from Object Shape for Improving Semantic Image Synthesis Yuxiang Wei Zhilong Ji Xiaohe Wu Jinfeng Bai L. Zhang W. Zuo 46 3 0 31 May 2023
Wavelet-based Unsupervised Label-to-Image Translation George Eskandar Mohamed Abdelsamad Karim Armanious Shuai Zhang B. Yang 36 6 0 16 May 2023
StyleGenes: Discrete and Efficient Latent Distributions for GANs Evangelos Ntavelis Mohamad Shahbazi I. Kastanis Radu Timofte Martin Danelljan Luc Van Gool 35 1 0 30 Apr 2023
Controllable Image Generation via Collage Representations Arantxa Casanova Marlene Careil Adriana Romero Soriano Christopher Pal Jakob Verbeek M. Drozdzal DiffM 39 7 0 26 Apr 2023
Freestyle Layout-to-Image Synthesis Han Xue Z. Huang Qianru Sun Li-Na Song Wenjun Zhang DiffM 15 62 0 25 Mar 2023
UrbanGIRAFFE: Representing Urban Scenes as Compositional Generative Neural Feature Fields Yuanbo Yang Yifei Yang Hanlei Guo R. Xiong Yue Wang Yiyi Liao 26 18 0 24 Mar 2023
3D-aware Conditional Image Synthesis Kangle Deng Gengshan Yang Deva Ramanan Junchen Zhu 21 29 0 16 Feb 2023
Painting 3D Nature in 2D: View Synthesis of Natural Scenes from a Single Semantic Mask Shangzhan Zhang Sida Peng Tianrun Chen Linzhan Mou Haotong Lin Kaicheng Yu Yiyi Liao Xiaowei Zhou 52 8 0 14 Feb 2023
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 20 9 0 07 Dec 2022
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation Boah Kim Y. Oh Jong Chul Ye DiffM MedIm 44 67 0 29 Sep 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 225 176 0 30 Jun 2022
StyLandGAN: A StyleGAN based Landscape Image Synthesis using Depth-map Gun-Hee Lee Jonghwa Yim Chanran Kim Min-Jung Kim GAN MDE 39 1 0 13 May 2022
SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder Jong-Han Kim Gen Li Cheolkon Jung Joongkyu Kim 27 1 0 17 Dec 2021
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images Lukas Uzolas Javier Rico Pierrick Coupé Juan C. Sanmiguel G. Cserey MedIm 29 6 0 20 Sep 2021
Image Synthesis via Semantic Composition Yi Wang Lu Qi Ying-Cong Chen X. Zhang Jiaya Jia 178 61 0 15 Sep 2021
Semantically Multi-modal Image Synthesis Zhen Zhu Zhi-liang Xu Ansheng You X. Bai 184 92 0 28 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 279 10,348 0 12 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 165 84 0 29 Nov 2018
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,637 0 02 Nov 2015