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Large Scale GAN Training for High Fidelity Natural Image Synthesis

Large Scale GAN Training for High Fidelity Natural Image Synthesis

28 September 2018
Andrew Brock
Jeff Donahue
Karen Simonyan
ArXivPDFHTML

Papers citing "Large Scale GAN Training for High Fidelity Natural Image Synthesis"

50 / 1,072 papers shown
Title
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by
  Semantic Segmentation
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
29
4
0
06 Sep 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey
AI-Generated Content (AIGC) for Various Data Modalities: A Survey
Lin Geng Foo
Hossein Rahmani
Xiaozhong Liu
78
31
0
27 Aug 2023
Boosting Diffusion Models with an Adaptive Momentum Sampler
Boosting Diffusion Models with an Adaptive Momentum Sampler
Xiyu Wang
Anh-Dung Dinh
Daochang Liu
Chang Xu
29
4
0
23 Aug 2023
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations
Seogkyu Jeon
Bei Liu
Pilhyeon Lee
Kibeom Hong
Jianlong Fu
H. Byun
48
1
0
21 Aug 2023
Dynamic Attention-Guided Diffusion for Image Super-Resolution
Dynamic Attention-Guided Diffusion for Image Super-Resolution
Brian B. Moser
Stanislav Frolov
Federico Raue
Sebastián M. Palacio
Andreas Dengel
DiffM
32
3
0
15 Aug 2023
Masked-Attention Diffusion Guidance for Spatially Controlling
  Text-to-Image Generation
Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation
Yuki Endo
33
8
0
11 Aug 2023
Audio is all in one: speech-driven gesture synthetics using WavLM pre-trained model
Fan Zhang
Naye Ji
Fuxing Gao
Siyuan Zhao
Zhaohan Wang
Shunman Li
29
0
0
11 Aug 2023
Transforming Breast Cancer Diagnosis: Towards Real-Time Ultrasound to
  Mammogram Conversion for Cost-Effective Diagnosis
Transforming Breast Cancer Diagnosis: Towards Real-Time Ultrasound to Mammogram Conversion for Cost-Effective Diagnosis
Sahar Almahfouz Nasser
Ashutosh Sharma
Anmol Saraf
Amruta Parulekar
P. Haria
A. Sethi
MedIm
21
0
0
10 Aug 2023
Diffusion-Augmented Depth Prediction with Sparse Annotations
Diffusion-Augmented Depth Prediction with Sparse Annotations
Jiaqi Li
Yiran Wang
Zihao Huang
Jinghong Zheng
Ke Xian
Zhiguo Cao
Jianming Zhang
DiffM
10
10
0
04 Aug 2023
On the Biometric Capacity of Generative Face Models
On the Biometric Capacity of Generative Face Models
Vishnu Naresh Boddeti
Gautam Sreekumar
Arun Ross
CVBM
22
4
0
03 Aug 2023
MFIM: Megapixel Facial Identity Manipulation
MFIM: Megapixel Facial Identity Manipulation
Sanghyeon Na
PICV
CVBM
38
4
0
03 Aug 2023
Stylized Projected GAN: A Novel Architecture for Fast and Realistic
  Image Generation
Stylized Projected GAN: A Novel Architecture for Fast and Realistic Image Generation
Md Nurul Muttakin
Malik Shahid Sultan
R. Hoehndorf
H. Ombao
GAN
39
0
0
30 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual
  Representation Learning
Hallucination Improves the Performance of Unsupervised Visual Representation Learning
Jing Wu
Jennifer Hobbs
N. Hovakimyan
SSL
32
21
0
22 Jul 2023
Adversarial Latent Autoencoder with Self-Attention for Structural Image
  Synthesis
Adversarial Latent Autoencoder with Self-Attention for Structural Image Synthesis
Jiajie Fan
L. Vuaille
Hongya Wang
Thomas Bäck
AI4CE
22
5
0
19 Jul 2023
Conditional 360-degree Image Synthesis for Immersive Indoor Scene
  Decoration
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
41
8
0
18 Jul 2023
Towards Authentic Face Restoration with Iterative Diffusion Models and
  Beyond
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond
Yang Zhao
Tingbo Hou
Yu-Chuan Su
Xuhui Jia. Yandong Li
Matthias Grundmann
DiffM
35
16
0
18 Jul 2023
Flow Matching in Latent Space
Flow Matching in Latent Space
Quan Dao
Hao Phung
Binh Duc Nguyen
Anh Tran
37
60
0
17 Jul 2023
Image Captions are Natural Prompts for Text-to-Image Models
Image Captions are Natural Prompts for Text-to-Image Models
Shiye Lei
Hao Chen
Senyang Zhang
Bo-Lu Zhao
Dacheng Tao
VLM
32
19
0
17 Jul 2023
CellGAN: Conditional Cervical Cell Synthesis for Augmenting
  Cytopathological Image Classification
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification
Zhenrong Shen
Mao-Hong Cao
Sheng Wang
Lichi Zhang
Qian Wang
MedIm
29
7
0
12 Jul 2023
Designing Explainable Predictive Machine Learning Artifacts: Methodology
  and Practical Demonstration
Designing Explainable Predictive Machine Learning Artifacts: Methodology and Practical Demonstration
Giacomo Welsch
Peter Kowalczyk
25
1
0
20 Jun 2023
A brief review of contrastive learning applied to astrophysics
A brief review of contrastive learning applied to astrophysics
M. Huertas-Company
R. Sarmiento
J. Knapen
32
9
0
08 Jun 2023
MyStyle++: A Controllable Personalized Generative Prior
MyStyle++: A Controllable Personalized Generative Prior
Libing Zeng
Lele Chen
Yinghao Xu
N. Kalantari
28
4
0
08 Jun 2023
Data Interpolants -- That's What Discriminators in Higher-order
  Gradient-regularized GANs Are
Data Interpolants -- That's What Discriminators in Higher-order Gradient-regularized GANs Are
Siddarth Asokan
C. Seelamantula
32
4
0
01 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration
A Unified Conditional Framework for Diffusion-based Image Restoration
Y. Zhang
Xiaoyu Shi
Dasong Li
Xiaogang Wang
Jian Wang
Hongsheng Li
DiffM
33
22
0
31 May 2023
F?D: On understanding the role of deep feature spaces on face generation
  evaluation
F?D: On understanding the role of deep feature spaces on face generation evaluation
Krish Kabra
Guha Balakrishnan
EGVM
CVBM
37
0
0
31 May 2023
Controllable Text-to-Image Generation with GPT-4
Controllable Text-to-Image Generation with GPT-4
Tianjun Zhang
Yi Zhang
Vibhav Vineet
Neel Joshi
Xin Wang
DiffM
20
42
0
29 May 2023
Physics-Informed Computer Vision: A Review and Perspectives
Physics-Informed Computer Vision: A Review and Perspectives
C. Banerjee
Kien Nguyen
Clinton Fookes
G. Karniadakis
PINN
AI4CE
34
29
0
29 May 2023
Visual Affordance Prediction for Guiding Robot Exploration
Visual Affordance Prediction for Guiding Robot Exploration
Homanga Bharadhwaj
Abhi Gupta
Shubham Tulsiani
44
12
0
28 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models
Towards Consistent Video Editing with Text-to-Image Diffusion Models
Zicheng Zhang
Bonan Li
Xuecheng Nie
Congying Han
Tiande Guo
Luoqi Liu
DiffM
20
24
0
27 May 2023
StyleHumanCLIP: Text-guided Garment Manipulation for StyleGAN-Human
StyleHumanCLIP: Text-guided Garment Manipulation for StyleGAN-Human
Takato Yoshikawa
Yuki Endo
Yoshihiro Kanamori
44
1
0
26 May 2023
A Score-Based Model for Learning Neural Wavefunctions
A Score-Based Model for Learning Neural Wavefunctions
Xuan Zhang
Shenglong Xu
Shuiwang Ji
DiffM
28
1
0
25 May 2023
Are Diffusion Models Vision-And-Language Reasoners?
Are Diffusion Models Vision-And-Language Reasoners?
Benno Krojer
Elinor Poole-Dayan
Vikram S. Voleti
Christopher Pal
Siva Reddy
42
13
0
25 May 2023
Training on Thin Air: Improve Image Classification with Generated Data
Training on Thin Air: Improve Image Classification with Generated Data
Yongchao Zhou
Hshmat Sahak
Jimmy Ba
DiffM
19
43
0
24 May 2023
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning
Haiwei Wu
Jiantao Zhou
Shile Zhang
118
27
0
23 May 2023
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech
Xin Jing
Yi Chang
Zijiang Yang
Jiang-jian Xie
Andreas Triantafyllopoulos
Bjoern W. Schuller
41
10
0
22 May 2023
Is Synthetic Data From Diffusion Models Ready for Knowledge
  Distillation?
Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?
Zheng Li
Yuxuan Li
Penghai Zhao
Renjie Song
Xiang Li
Jian Yang
34
19
0
22 May 2023
ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer
ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer
Huadai Liu
Rongjie Huang
Xuan Lin
Wenqiang Xu
Maozong Zheng
Hong Chen
Jinzheng He
Zhou Zhao
DiffM
36
20
0
22 May 2023
Few-shot 3D Shape Generation
Few-shot 3D Shape Generation
Jin Zhu
Huimin Ma
Jiansheng Chen
Jian Yuan
DiffM
28
1
0
19 May 2023
Incomplete Multi-view Clustering via Diffusion Completion
Incomplete Multi-view Clustering via Diffusion Completion
Sifan Fang
DiffM
16
4
0
19 May 2023
Catch-Up Distillation: You Only Need to Train Once for Accelerating
  Sampling
Catch-Up Distillation: You Only Need to Train Once for Accelerating Sampling
Shitong Shao
Xu Dai
Shouyi Yin
Lujun Li
Huanran Chen
Yang Hu
24
17
0
18 May 2023
Bridging the Gap: Enhancing the Utility of Synthetic Data via
  Post-Processing Techniques
Bridging the Gap: Enhancing the Utility of Synthetic Data via Post-Processing Techniques
A. Lampis
Eugenio Lomurno
Matteo Matteucci
26
7
0
17 May 2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training
Siddarth Asokan
C. Seelamantula
GAN
69
1
0
12 May 2023
Synthesizing PET images from High-field and Ultra-high-field MR images
  Using Joint Diffusion Attention Model
Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Model
Taofeng Xie
Chentao Cao
Zhuoxu Cui
Yu Guo
Caiying Wu
...
Dong Liang
Qiyu Jin
Hongwu Zeng
Guoqing Chen
Haifeng Wang
DiffM
MedIm
30
10
0
06 May 2023
Performance and Energy Consumption of Parallel Machine Learning
  Algorithms
Performance and Energy Consumption of Parallel Machine Learning Algorithms
Xidong Wu
Preston Brazzle
Stephen Cahoon
39
0
0
01 May 2023
StyleGenes: Discrete and Efficient Latent Distributions for GANs
StyleGenes: Discrete and Efficient Latent Distributions for GANs
Evangelos Ntavelis
Mohamad Shahbazi
I. Kastanis
Radu Timofte
Martin Danelljan
Luc Van Gool
43
1
0
30 Apr 2023
ContraNeRF: 3D-Aware Generative Model via Contrastive Learning with
  Unsupervised Implicit Pose Embedding
ContraNeRF: 3D-Aware Generative Model via Contrastive Learning with Unsupervised Implicit Pose Embedding
Mijeong Kim
Hyunjoon Lee
Bohyung Han
29
0
0
27 Apr 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
Sparsified Model Zoo Twins: Investigating Populations of Sparsified
  Neural Network Models
Sparsified Model Zoo Twins: Investigating Populations of Sparsified Neural Network Models
D. Honegger
Konstantin Schurholt
Damian Borth
31
4
0
26 Apr 2023
ComGAN: Toward GANs Exploiting Multiple Samples
ComGAN: Toward GANs Exploiting Multiple Samples
Hae-Hwan Lee
GAN
28
0
0
24 Apr 2023
Auditing and Generating Synthetic Data with Controllable Trust
  Trade-offs
Auditing and Generating Synthetic Data with Controllable Trust Trade-offs
Brian M. Belgodere
Pierre L. Dognin
Adam Ivankay
Igor Melnyk
Youssef Mroueh
...
Mattia Rigotti
Jerret Ross
Yair Schiff
Radhika Vedpathak
Richard A. Young
29
12
0
21 Apr 2023
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