Semantic Image Synthesis via Diffusion Models

30 June 2022

Lu Yuan

Papers citing "Semantic Image Synthesis via Diffusion Models"

50 / 113 papers shown

Title
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 20 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 34 33 0 30 Jan 2024
Spatial-Aware Latent Initialization for Controllable Image Generation Wenqiang Sun Tengtao Li Zehong Lin Jun Zhang 33 10 0 29 Jan 2024
Diverse Part Synthesis for 3D Shape Creation Yanran Guan Oliver Matias van Kaick 3DV 19 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 26 5 0 06 Jan 2024
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis Tariq Berrada Jakob Verbeek Camille Couprie Alahari Karteek 34 6 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 22 10 0 11 Dec 2023
Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models Zhipeng Bao Yijun Li Krishna Kumar Singh Yu-Xiong Wang Martial Hebert 27 1 0 10 Dec 2023
LoCo: Locally Constrained Training-Free Layout-to-Image Synthesis Peiang Zhao Han Li Ruiyang Jin S. Kevin Zhou DiffM 46 12 0 21 Nov 2023
Enhancing Object Coherence in Layout-to-Image Synthesis Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 15 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 29 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 21 45 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 16 30 0 22 Oct 2023
Scene Graph Conditioning in Latent Diffusion Frank Fundel DiffM 32 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 38 5 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 36 103 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 19 4 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 15 7 0 22 Sep 2023
Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer F. Kolbinger Marius Distler Jürgen Weitz Stefanie Speidel MedIm 21 9 0 06 Sep 2023
Enhancing Semantic Communication with Deep Generative Models -- An ICASSP Special Session Overview Eleonora Grassucci Yuki Mitsufuji Ping Zhang Danilo Comminiello 27 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 Z. Li Guanbin Li Xiang Wan MedIm DiffM 28 27 0 03 Sep 2023
Semantic Image Synthesis via Class-Adaptive Cross-Attention Tomaso Fontanini Claudio Ferrari G. Lisanti Massimo Bertozzi Andrea Prati 45 5 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 25 11 0 16 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou K. Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 16 27 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-Wu Guo Di Lin Kaicheng Yu DiffM 26 57 0 03 Aug 2023
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation Jingfan Chen Yuxi Wang P. Wang Xiao Chen Zhaoxiang Zhang Zhen Lei Qing Li DiffM 21 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 42 7 0 31 Jul 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis H. Tang Guolei Sun N. Sebe Luc Van Gool GAN 33 8 0 22 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 35 60 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 13 28 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 16 63 0 23 Jun 2023
ArtFusion: Controllable Arbitrary Style Transfer using Dual Conditional Latent Diffusion Models Da Chen DiffM 21 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 27 34 0 07 Jun 2023
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery Eleonora Grassucci Sergio Barbarossa Danilo Comminiello DiffM 27 54 0 07 Jun 2023
Conditioning Diffusion Models via Attributes and Semantic Masks for Face Generation Nico Giambi G. Lisanti DiffM 21 7 0 01 Jun 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 44 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 59 35 0 09 May 2023
High-Fidelity Image Synthesis from Pulmonary Nodule Lesion Maps using Semantic Diffusion Model Xuan Zhao Benjamin Hou MedIm DiffM 35 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 49 104 0 20 Apr 2023
Few-shot Semantic Image Synthesis with Class Affinity Transfer Marlene Careil Jakob Verbeek Stéphane Lathuilière DiffM 24 4 0 05 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
NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models A. Shrivastava P. T. Fletcher DiffM MedIm 19 21 0 20 Mar 2023
Diffusion Models in NLP: A Survey Yuansong Zhu Yu Zhao DiffM VLM MedIm 29 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 21 7 0 21 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 45 364 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 37 242 0 14 Feb 2023
Dual Diffusion Architecture for Fisheye Image Rectification: Synthetic-to-Real Generalization Shangrong Yang Chunyu Lin K. Liao Yao Zhao DiffM 36 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 24 11 0 17 Dec 2022
Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors Kangfu Mei Nithin Gopalakrishnan Nair Vishal M. Patel DiffM 23 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 21 8 0 13 Dec 2022