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Image Synthesis via Semantic Composition

Image Synthesis via Semantic Composition

15 September 2021
Yi Wang
Lu Qi
Ying-Cong Chen
X. Zhang
Jiaya Jia
ArXivPDFHTML

Papers citing "Image Synthesis via Semantic Composition"

45 / 45 papers shown
Title
PartStickers: Generating Parts of Objects for Rapid Prototyping
PartStickers: Generating Parts of Objects for Rapid Prototyping
Mo Zhou
Josh Myers-Dean
Danna Gurari
25
0
0
07 Apr 2025
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control
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
FCaS: Fine-grained Cardiac Image Synthesis based on 3D Template Conditional Diffusion Model
Jiahao Xia
Yutao Hu
Yaolei Qi
Z. Li
Wenqi Shao
Junjun He
Ying Fu
Longjiang Zhang
Guanyu Yang
DiffM
MedIm
44
0
0
12 Mar 2025
Reconciling Semantic Controllability and Diversity for Remote Sensing
  Image Synthesis with Hybrid Semantic Embedding
Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic Embedding
J. Liu
Danpei Zhao
Bo Yuan
Wentao Li
Tian Li
66
0
0
22 Nov 2024
MM2Latent: Text-to-facial image generation and editing in GANs with
  multimodal assistance
MM2Latent: Text-to-facial image generation and editing in GANs with multimodal assistance
Debin Meng
Christos Tzelepis
Ioannis Patras
Georgios Tzimiropoulos
DiffM
31
0
0
17 Sep 2024
Label-free Neural Semantic Image Synthesis
Label-free Neural Semantic Image Synthesis
Jiayi Wang
Kevin Laube
Yumeng Li
J. H. Metzen
Shin-I Cheng
Julio Borges
Anna Khoreva
DiffM
31
0
0
01 Jul 2024
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified
  Flow
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
Chaoyang Wang
Xiangtai Li
Lu Qi
Henghui Ding
Yunhai Tong
Ming-Hsuan Yang
DiffM
75
6
0
30 May 2024
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis
Feng Liu
Xiaobin Chang
VLM
DiffM
19
0
0
20 Mar 2024
SCP-Diff: Spatial-Categorical Joint Prior for Diffusion Based Semantic
  Image Synthesis
SCP-Diff: Spatial-Categorical Joint Prior for Diffusion Based Semantic Image Synthesis
Huan-ang Gao
Mingju Gao
Jiaju Li
Wenyi Li
Rong Zhi
Hao Tang
Hao Zhao
DiffM
48
4
0
14 Mar 2024
DiffuMatting: Synthesizing Arbitrary Objects with Matting-level
  Annotation
DiffuMatting: Synthesizing Arbitrary Objects with Matting-level Annotation
Xiaobin Hu
Xu Peng
Donghao Luo
Xiaozhong Ji
Jinlong Peng
Zhengkai Jiang
Jiangning Zhang
Taisong Jin
Chengjie Wang
Rongrong Ji
DiffM
24
4
0
10 Mar 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis
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
Stochastic Conditional Diffusion Models for Robust Semantic Image
  Synthesis
Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis
Juyeon Ko
Inho Kong
Dogyun Park
Hyunwoo J. Kim
DiffM
46
4
0
26 Feb 2024
Semantic Image Synthesis with Unconditional Generator
Semantic Image Synthesis with Unconditional Generator
Jungwoo Chae
Hyunin Cho
Sooyeon Go
Kyungmook Choi
Youngjung Uh
44
4
0
22 Feb 2024
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive
Yumeng Li
M. Keuper
Dan Zhang
Anna Khoreva
DiffM
43
10
0
16 Jan 2024
UniGS: Unified Representation for Image Generation and Segmentation
UniGS: Unified Representation for Image Generation and Segmentation
Lu Qi
Lehan Yang
Weidong Guo
Yu-Syuan Xu
Bo Du
Varun Jampani
Ming-Hsuan Yang
27
17
0
04 Dec 2023
Enhancing Object Coherence in Layout-to-Image Synthesis
Enhancing Object Coherence in Layout-to-Image Synthesis
Yibin Wang
Weizhong Zhang
Jianwei Zheng
Cheng Jin
DiffM
15
3
0
17 Nov 2023
Semantic Image Synthesis via Class-Adaptive Cross-Attention
Semantic Image Synthesis via Class-Adaptive Cross-Attention
Tomaso Fontanini
Claudio Ferrari
G. Lisanti
Massimo Bertozzi
Andrea Prati
45
5
0
30 Aug 2023
SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-form
  Layout-to-Image Generation
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
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic
  Image Synthesis
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis
H. Tang
Guolei Sun
N. Sebe
Luc Van Gool
GAN
35
8
0
22 Jul 2023
Flow Matching in Latent Space
Flow Matching in Latent Space
Quan Dao
Hao Phung
Binh Duc Nguyen
Anh Tran
35
60
0
17 Jul 2023
Automatic Generation of Semantic Parts for Face Image Synthesis
Automatic Generation of Semantic Parts for Face Image Synthesis
Tomaso Fontanini
Claudio Ferrari
Massimo Bertozzi
Andrea Prati
CVBM
42
3
0
11 Jul 2023
Referenceless User Controllable Semantic Image Synthesis
Referenceless User Controllable Semantic Image Synthesis
Jong-Han Kim
Gen Li
Joongkyu Kim
DiffM
19
0
0
18 Jun 2023
Exploring the Application of Large-scale Pre-trained Models on Adverse
  Weather Removal
Exploring the Application of Large-scale Pre-trained Models on Adverse Weather Removal
Zhentao Tan
Yue-bo Wu
Qiankun Liu
Qi Chu
Le Lu
Jieping Ye
Nenghai Yu
42
11
0
15 Jun 2023
Conditioning Diffusion Models via Attributes and Semantic Masks for Face
  Generation
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
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
Controllable Image Generation via Collage Representations
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
Text-guided Eyeglasses Manipulation with Spatial Constraints
Text-guided Eyeglasses Manipulation with Spatial Constraints
Jiacheng Wang
Ping Liu
Jingen Liu
Wei-ping Xu
DiffM
21
6
0
25 Apr 2023
Freestyle Layout-to-Image Synthesis
Freestyle Layout-to-Image Synthesis
Han Xue
Z. Huang
Qianru Sun
Li-Na Song
Wenjun Zhang
DiffM
15
62
0
25 Mar 2023
Learning 3D Photography Videos via Self-supervised Diffusion on Single
  Images
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
23
7
0
21 Feb 2023
Discovering Class-Specific GAN Controls for Semantic Image Synthesis
Discovering Class-Specific GAN Controls for Semantic Image Synthesis
Edgar Schönfeld
Julio Borges
V. Sushko
Bernt Schiele
Anna Khoreva
28
1
0
02 Dec 2022
Unifying conditional and unconditional semantic image synthesis with
  OCO-GAN
Unifying conditional and unconditional semantic image synthesis with OCO-GAN
Marlene Careil
Stéphane Lathuilière
Camille Couprie
Jakob Verbeek
VLM
23
0
0
25 Nov 2022
PalGAN: Image Colorization with Palette Generative Adversarial Networks
PalGAN: Image Colorization with Palette Generative Adversarial Networks
Yi Wang
Menghan Xia
Lu Qi
Jing Shao
Yulin Qiao
GAN
22
18
0
20 Oct 2022
SCAM! Transferring humans between images with Semantic Cross Attention
  Modulation
SCAM! Transferring humans between images with Semantic Cross Attention Modulation
Nicolas Dufour
David Picard
Vicky Kalogeiton
49
13
0
10 Oct 2022
DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation
DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation
Songhua Liu
Jingwen Ye
Sucheng Ren
Xinchao Wang
19
44
0
13 Jul 2022
Semantic Image Synthesis via Diffusion Models
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
Retrieval-based Spatially Adaptive Normalization for Semantic Image
  Synthesis
Retrieval-based Spatially Adaptive Normalization for Semantic Image Synthesis
Yupeng Shi
Xiao-Chang Liu
Yuxiang Wei
Zhong Wu
W. Zuo
DiffM
11
26
0
06 Apr 2022
PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image
  Generation
PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation
Jing He
Yiyi Zhou
Qi Zhang
Jun Peng
Yunhang Shen
Xiaoshuai Sun
Chao Chen
Rongrong Ji
18
5
0
02 Apr 2022
Semantic-shape Adaptive Feature Modulation for Semantic Image Synthesis
Semantic-shape Adaptive Feature Modulation for Semantic Image Synthesis
Zheng Lv
Xiaoming Li
Zhenxing Niu
Bingyi Cao
W. Zuo
28
27
0
31 Mar 2022
APRNet: Attention-based Pixel-wise Rendering Network for Photo-Realistic
  Text Image Generation
APRNet: Attention-based Pixel-wise Rendering Network for Photo-Realistic Text Image Generation
Yang-Bo Shi
Haisong Ding
Kai Chen
Qiang Huo
21
3
0
15 Mar 2022
SemanticStyleGAN: Learning Compositional Generative Priors for
  Controllable Image Synthesis and Editing
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing
Yichun Shi
Xiao Yang
Yangyue Wan
Xiaohui Shen
GAN
145
83
0
04 Dec 2021
DRAN: Detailed Region-Adaptive Normalization for Conditional Image
  Synthesis
DRAN: Detailed Region-Adaptive Normalization for Conditional Image Synthesis
Yueming Lyu
P. Chen
Jingna Sun
T. Tan
Xu Wang
Jing Dong
DiffM
19
8
0
29 Sep 2021
You Only Need Adversarial Supervision for Semantic Image Synthesis
You Only Need Adversarial Supervision for Semantic Image Synthesis
V. Sushko
Edgar Schönfeld
Dan Zhang
Juergen Gall
Bernt Schiele
Anna Khoreva
GAN
193
184
0
08 Dec 2020
TSIT: A Simple and Versatile Framework for Image-to-Image Translation
TSIT: A Simple and Versatile Framework for Image-to-Image Translation
Liming Jiang
Changxu Zhang
Mingyang Huang
Chunxiao Liu
Jianping Shi
Chen Change Loy
DiffM
166
114
0
23 Jul 2020
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE
Ke Li
Tianhao Zhang
Jitendra Malik
DiffM
165
84
0
29 Nov 2018
Image-to-Image Translation with Conditional Adversarial Networks
Image-to-Image Translation with Conditional Adversarial Networks
Phillip Isola
Jun-Yan Zhu
Tinghui Zhou
Alexei A. Efros
SSeg
212
19,447
0
21 Nov 2016
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