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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
Semantic Image Synthesis with Unconditional Generator Jungwoo Chae Hyunin Cho Sooyeon Go Kyungmook Choi Youngjung Uh 101 4 0 22 Feb 2024
Text2Street: Controllable Text-to-image Generation for Street Views Jinming Su Songen Gu Yiting Duan Xing‐zhen Chen Junfeng Luo DiffM 90 6 0 07 Feb 2024
M $^3$ Face: A Unified Multi-Modal Multilingual Framework for Human Face Generation and Editing Mohammadreza Mofayezi Reza Alipour Mohammad Ali Kakavand Ehsaneddin Asgari CVBM 58 1 0 04 Feb 2024
BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane Extrapolation Zhennan Wu Yang Li Han Yan Taizhang Shang Weixuan Sun ... Ruikai Cui Weizhe Liu Hiroyuki Sato Hongdong Li Pan Ji 113 37 0 30 Jan 2024
Spatial-Aware Latent Initialization for Controllable Image Generation Wenqiang Sun Tengtao Li Zehong Lin Jun Zhang 94 11 0 29 Jan 2024
Diverse Part Synthesis for 3D Shape Creation Yanran Guan Oliver Matias van Kaick 3DV 65 1 0 17 Jan 2024
Controllable Image Synthesis of Industrial Data Using Stable Diffusion Gabriele Valvano Antonino Agostino Giovanni De Magistris Antonino Graziano Giacomo Veneri 63 8 0 06 Jan 2024
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis Tariq Berrada Jakob Verbeek Camille Couprie Alahari Karteek 93 9 0 20 Dec 2023
Semantic Image Synthesis for Abdominal CT Zhuang Yan Benjamin Hou T. Mathai Pritam Mukherjee Boah Kim Ronald M. Summers DiffM MedIm 62 10 0 11 Dec 2023
LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis Peiang Zhao Han Li Ruiyang Jin S. Kevin Zhou DiffM 143 13 0 21 Nov 2023
Enhancing Object Coherence in Layout-to-Image Synthesis Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 116 3 0 17 Nov 2023
Diff-GO: Diffusion Goal-Oriented Communications to Achieve Ultra-High Spectrum Efficiency Achintha Wijesinghe Songyang Zhang Suchinthaka Wanninayaka Weiwei Wang Zhi Ding DiffM 72 3 0 13 Nov 2023
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models Lihe Yang Xiaogang Xu Bingyi Kang Yinghuan Shi Hengshuang Zhao 93 46 0 23 Oct 2023
Diffusion-based Data Augmentation for Nuclei Image Segmentation Xinyi Yu Guanbin Li Wei Lou Siqi Liu Xiang Wan Yan Chen Haofeng Li 102 31 0 22 Oct 2023
Scene Graph Conditioning in Latent Diffusion Frank Fundel DiffM 61 0 0 16 Oct 2023
Echocardiography video synthesis from end diastolic semantic map via diffusion model Nguyen Van Phi Tran Minh Duc Hieu H. Pham Tran Quoc Long DiffM MedIm VGen 71 6 0 11 Oct 2023
MagicDrive: Street View Generation with Diverse 3D Geometry Control Ruiyuan Gao Kai Chen Enze Xie Lanqing Hong Zhenguo Li Dit-Yan Yeung Qiang Xu DiffM 98 122 0 04 Oct 2023
SatDM: Synthesizing Realistic Satellite Image with Semantic Layout Conditioning using Diffusion Models Ethan Brewer Hamid Askarov Imran Ibrahimli Ismat Bakhishov N. Nabiyev DiffM 99 5 0 28 Sep 2023
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography Rabin Adhikari Manish Dhakal Safal Thapaliya K. Poudel Prasiddha Bhandari Bishesh Khanal 82 8 0 22 Sep 2023
Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer Fiona Kolbinger Marius Distler Jürgen Weitz Stefanie Speidel MedIm 76 11 0 06 Sep 2023
Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview Eleonora Grassucci Yuki Mitsufuji Ping Zhang Danilo Comminiello 56 3 0 05 Sep 2023
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models Yuhao Du Yuncheng Jiang Shuangyi Tan Xusheng Wu Qi Dou Zerui Li Guanbin Li Xiang Wan MedIm DiffM 100 27 0 03 Sep 2023
Semantic Image Synthesis via Class-Adaptive Cross-Attention Tomaso Fontanini Claudio Ferrari G. Lisanti Massimo Bertozzi Andrea Prati 89 6 0 30 Aug 2023
Learning to Generate Semantic Layouts for Higher Text-Image Correspondence in Text-to-Image Synthesis Minho Park Jooyeol Yun Seunghwan Choi Jaegul Choo DiffM 75 11 0 16 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 92 34 0 08 Aug 2023
BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout Kairui Yang Enhui Ma Jibing Peng Qing Guo Di Lin Kaicheng Yu DiffM 139 66 0 03 Aug 2023
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation Jingfan Chen Yuxi Wang Peng Wang Xiao Chen Zhaoxiang Zhang Zhen Lei Qing Li DiffM 126 5 0 02 Aug 2023
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation Boah Kim Y. Oh Bradford J. Wood Ronald M. Summers Jong Chul Ye DiffM MedIm 158 8 0 31 Jul 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis Hao Tang Guolei Sun N. Sebe Luc Van Gool GAN 101 12 0 22 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 120 75 0 17 Jul 2023
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyunwoo Oh Won-Ki Jeong MedIm DiffM 64 31 0 25 Jun 2023
Zero-shot spatial layout conditioning for text-to-image diffusion models Guillaume Couairon Marlene Careil Matthieu Cord Stéphane Lathuilière Jakob Verbeek VLM 77 65 0 23 Jun 2023
ArtFusion: Controllable Arbitrary Style Transfer using Dual Conditional Latent Diffusion Models Da Chen DiffM 86 4 0 15 Jun 2023
Designing a Better Asymmetric VQGAN for StableDiffusion Zixin Zhu Xuelu Feng DongDong Chen Jianmin Bao Le Wang Yinpeng Chen Lu Yuan Gang Hua DiffM 95 35 0 07 Jun 2023
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery Eleonora Grassucci Sergio Barbarossa Danilo Comminiello DiffM 83 58 0 07 Jun 2023
Conditioning Diffusion Models via Attributes and Semantic Masks for Face Generation Nico Giambi G. Lisanti DiffM 62 8 0 01 Jun 2023
Inferring and Leveraging Parts from Object Shape for Improving Semantic Image Synthesis Yuxiang Wei Zhilong Ji Xiaohe Wu Jinfeng Bai Lefei Zhang W. Zuo 101 3 0 31 May 2023
Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation D. Stojanovski Uxio Hermida P. Lamata A. Beqiri A. Gómez MedIm DiffM 157 37 0 09 May 2023
High-Fidelity Image Synthesis from Pulmonary Nodule Lesion Maps using Semantic Diffusion Model Xuan Zhao Benjamin Hou MedIm DiffM 60 2 0 02 May 2023
Collaborative Diffusion for Multi-Modal Face Generation and Editing Ziqi Huang Kelvin C. K. Chan Yuming Jiang Ziwei Liu DiffM 89 114 0 20 Apr 2023
Few-shot Semantic Image Synthesis with Class Affinity Transfer Marlene Careil Jakob Verbeek Stéphane Lathuilière DiffM 77 4 0 05 Apr 2023
Freestyle Layout-to-Image Synthesis Han Xue Z. Huang Qianru Sun Li Song Wenjun Zhang DiffM 68 67 0 25 Mar 2023
NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models A. Shrivastava P. T. Fletcher DiffM MedIm 70 22 0 20 Mar 2023
Diffusion Models in NLP: A Survey Yuansong Zhu Yu Zhao DiffM VLM MedIm 92 23 0 14 Mar 2023
Learning 3D Photography Videos via Self-supervised Diffusion on Single Images Xiaodong Wang Chenfei Wu S. Yin Minheng Ni Jianfeng Wang ... Fan Yang Lijuan Wang Zicheng Liu Yuejian Fang Nan Duan VGen DiffM 88 9 0 21 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 91 395 1 16 Feb 2023
Universal Guidance for Diffusion Models Arpit Bansal Hong-Min Chu Avi Schwarzschild Soumyadip Sengupta Micah Goldblum Jonas Geiping Tom Goldstein VLM 109 277 0 14 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 375 4,198 1 10 Feb 2023
Dual Diffusion Architecture for Fisheye Image Rectification: Synthetic-to-Real Generalization Shangrong Yang Chunyu Lin K. Liao Yao Zhao DiffM 88 8 0 26 Jan 2023
DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models Gyeongnyeon Kim Wooseok Jang Gyuseong Lee Susung Hong Junyoung Seo Seung Wook Kim VLM DiffM 70 12 0 17 Dec 2022