ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2006.06676
  4. Cited By
Training Generative Adversarial Networks with Limited Data
v1v2 (latest)

Training Generative Adversarial Networks with Limited Data

Neural Information Processing Systems (NeurIPS), 2025
11 June 2020
Tero Karras
M. Aittala
Janne Hellsten
S. Laine
J. Lehtinen
Timo Aila
    GAN
ArXiv (abs)PDFHTML

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,089 papers shown
Title
Generative Medical Segmentation
Generative Medical Segmentation
Jiayu Huo
Ouyang Xi
Sébastien Ourselin
Rachel Sparks
MedIm
96
3
0
27 Mar 2024
Training Generative Adversarial Network-Based Vocoder with Limited Data
  Using Augmentation-Conditional Discriminator
Training Generative Adversarial Network-Based Vocoder with Limited Data Using Augmentation-Conditional Discriminator
Takuhiro Kaneko
Hirokazu Kameoka
Kou Tanaka
74
0
0
25 Mar 2024
Do Generated Data Always Help Contrastive Learning?
Do Generated Data Always Help Contrastive Learning?
Yifei Wang
Jizhe Zhang
Yisen Wang
DiffM
142
28
0
19 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for
  Self-Supervised Learning
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning
Xiaojie Li
Jianlong Wu
Hefei Ling
Yue Yu
Yue Yu
Guohao Li
Min Zhang
SSL
143
8
0
18 Mar 2024
Deep Bayesian Future Fusion for Self-Supervised, High-Resolution,
  Off-Road Mapping
Deep Bayesian Future Fusion for Self-Supervised, High-Resolution, Off-Road Mapping
Shubhra Aich
Wenshan Wang
Parv Maheshwari
Matthew Sivaprakasam
S. Triest
Cherie Ho
Jason M. Gregory
John G. Rogers
Sebastian A. Scherer
86
3
0
18 Mar 2024
Stylized Face Sketch Extraction via Generative Prior with Limited Data
Stylized Face Sketch Extraction via Generative Prior with Limited Data
Kwan Yun
Kwanggyoon Seo
Chang Wook Seo
Soyeon Yoon
Seongcheol Kim
Soohyun Ji
Amirsaman Ashtari
Junyong Noh
CVBM
113
8
0
17 Mar 2024
A survey of synthetic data augmentation methods in computer vision
A survey of synthetic data augmentation methods in computer vision
A. Mumuni
F. Mumuni
N. K. Gerrar
184
38
0
15 Mar 2024
Noise Dimension of GAN: An Image Compression Perspective
Noise Dimension of GAN: An Image Compression Perspective
Ziran Zhu
Tongda Xu
Ling-Ling Li
Yan Wang
GAN
85
1
0
14 Mar 2024
LAFS: Landmark-based Facial Self-supervised Learning for Face
  Recognition
LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition
Zhonglin Sun
Chen Feng
Ioannis Patras
Georgios Tzimiropoulos
CVBMSSL
87
10
0
13 Mar 2024
D4D: An RGBD diffusion model to boost monocular depth estimation
D4D: An RGBD diffusion model to boost monocular depth estimation
Lorenzo Papa
Paolo Russo
Irene Amerini
MDE
85
5
0
12 Mar 2024
3DTextureTransformer: Geometry Aware Texture Generation for Arbitrary
  Mesh Topology
3DTextureTransformer: Geometry Aware Texture Generation for Arbitrary Mesh Topology
K. Dharma
Clayton T. Morrison
112
0
0
07 Mar 2024
Improving Adversarial Energy-Based Model via Diffusion Process
Improving Adversarial Energy-Based Model via Diffusion Process
Cong Geng
Tian Han
Peng-Tao Jiang
Hao Zhang
Jinwei Chen
Søren Hauberg
Yue Liu
DiffM
218
5
0
04 Mar 2024
Training Unbiased Diffusion Models From Biased Dataset
Training Unbiased Diffusion Models From Biased Dataset
Yeongmin Kim
Byeonghu Na
Minsang Park
Joonho Jang
Dongjun Kim
Wanmo Kang
Il-Chul Moon
142
25
0
02 Mar 2024
Rethinking cluster-conditioned diffusion models
Rethinking cluster-conditioned diffusion models
Tim Kaiser
Nikolas Adaloglou
Félix D. P. Michels
M. Kollmann
VLM
119
3
0
01 Mar 2024
Deformable One-shot Face Stylization via DINO Semantic Guidance
Deformable One-shot Face Stylization via DINO Semantic Guidance
Yang Zhou
Zichong Chen
Hui Huang
CVBM
184
10
0
01 Mar 2024
A Novel Approach to Industrial Defect Generation through Blended Latent
  Diffusion Model with Online Adaptation
A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation
Hanxi Li
Zhengxun Zhang
Hao Chen
Lin Wu
Bo Li
Deyin Liu
Mingwen Wang
146
4
0
29 Feb 2024
Breaking the Black-Box: Confidence-Guided Model Inversion Attack for
  Distribution Shift
Breaking the Black-Box: Confidence-Guided Model Inversion Attack for Distribution Shift
Xinhao Liu
Yingzhao Jiang
Zetao Lin
79
0
0
28 Feb 2024
An Interpretable Evaluation of Entropy-based Novelty of Generative
  Models
An Interpretable Evaluation of Entropy-based Novelty of Generative Models
Jingwei Zhang
Cheuk Ting Li
Farzan Farnia
EGVM
155
13
0
27 Feb 2024
One-Shot Structure-Aware Stylized Image Synthesis
One-Shot Structure-Aware Stylized Image Synthesis
Hansam Cho
Jonghyun Lee
Seunggyu Chang
Yonghyun Jeong
DiffM
157
9
0
27 Feb 2024
Taming the Tail in Class-Conditional GANs: Knowledge Sharing via
  Unconditional Training at Lower Resolutions
Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions
Saeed Khorram
Mingqi Jiang
Mohamad Shahbazi
Mohamad H. Danesh
Li Fuxin
GAN
137
3
0
26 Feb 2024
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion
  and Image Attribute Editing
Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing
Hao Li
Mengqi Huang
Lei Zhang
Bo Hu
Yi Liu
Zhendong Mao
DiffM
143
2
0
22 Feb 2024
Intriguing Properties of Modern GANs
Intriguing Properties of Modern GANs
Roy Friedman
Yair Weiss
123
0
0
21 Feb 2024
SDXL-Lightning: Progressive Adversarial Diffusion Distillation
SDXL-Lightning: Progressive Adversarial Diffusion Distillation
Shanchuan Lin
Anran Wang
Xiao Yang
234
169
0
21 Feb 2024
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction
Haoyu Li
Hao Wu
Badong Chen
149
2
0
21 Feb 2024
CLIPping the Deception: Adapting Vision-Language Models for Universal
  Deepfake Detection
CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection
Sohail Ahmed Khan
Duc-Tien Dang-Nguyen
VLM
139
43
0
20 Feb 2024
Training Class-Imbalanced Diffusion Model Via Overlap Optimization
Training Class-Imbalanced Diffusion Model Via Overlap Optimization
Divin Yan
Lu Qi
Vincent Tao Hu
Ming-Hsuan Yang
Meng Tang
96
8
0
16 Feb 2024
VATr++: Choose Your Words Wisely for Handwritten Text Generation
VATr++: Choose Your Words Wisely for Handwritten Text Generation
Bram Vanherle
Vittorio Pippi
S. Cascianelli
Nick Michiels
F. Reeth
Rita Cucchiara
68
9
0
16 Feb 2024
Data Augmentation and Transfer Learning Approaches Applied to Facial
  Expressions Recognition
Data Augmentation and Transfer Learning Approaches Applied to Facial Expressions Recognition
Enrico Randellini
Leonardo Rigutini
Claudio Saccà
CVBM
56
1
0
15 Feb 2024
PANORAMIA: Privacy Auditing of Machine Learning Models without
  Retraining
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
Mishaal Kazmi
H. Lautraite
Alireza Akbari
Mauricio Soroco
Qiaoyue Tang
Tao Wang
Sébastien Gambs
Mathias Lécuyer
143
12
0
12 Feb 2024
CTGAN: Semantic-guided Conditional Texture Generator for 3D Shapes
CTGAN: Semantic-guided Conditional Texture Generator for 3D Shapes
Yi-Ting Pan
Chai-Rong Lee
Shu-Ho Fan
Jheng-Wei Su
Jia-Bin Huang
Yung-Yu Chuang
Hung-Kuo Chu
102
0
0
08 Feb 2024
Scalable Wasserstein Gradient Flow for Generative Modeling through
  Unbalanced Optimal Transport
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport
Jaemoo Choi
Jaewoong Choi
Myungjoo Kang
212
13
0
08 Feb 2024
Anatomically-Controllable Medical Image Generation with
  Segmentation-Guided Diffusion Models
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models
Nicholas Konz
Yuwen Chen
Haoyu Dong
Maciej A. Mazurowski
MedIm
213
51
0
07 Feb 2024
One-shot Neural Face Reenactment via Finding Directions in GAN's Latent
  Space
One-shot Neural Face Reenactment via Finding Directions in GAN's Latent Space
Stella Bounareli
Christos Tzelepis
Vasileios Argyriou
Ioannis Patras
Georgios Tzimiropoulos
CVBM3DH
156
9
0
05 Feb 2024
ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer
ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer
Bumsoo Kim
Abdul Muqeet
Kyuchul Lee
Sanghyun Seo
GAN
186
3
0
05 Feb 2024
Geometry aware 3D generation from in-the-wild images in ImageNet
Geometry aware 3D generation from in-the-wild images in ImageNet
Qijia Shen
Guangrun Wang
3DV
125
0
0
31 Jan 2024
SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and
  Music Synthesis
SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis
Teysir Baoueb
Haocheng Liu
Mathieu Fontaine
Jonathan Le Roux
Gaël Richard
DiffM
115
6
0
30 Jan 2024
Additional Look into GAN-based Augmentation for Deep Learning COVID-19
  Image Classification
Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification
Oleksandr Fedoruk
Konrad Klimaszewski
Aleksander Ogonowski
Michal Kruk
MedIm
132
6
0
26 Jan 2024
Benchmarking the Fairness of Image Upsampling Methods
Benchmarking the Fairness of Image Upsampling Methods
M. Laszkiewicz
Imant Daunhawer
Julia E. Vogt
Asja Fischer
Johannes Lederer
EGVM
140
4
0
24 Jan 2024
Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects
Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects
Yunfan Zhang
Hong Huang
Zhiwei Xiong
Zhiqi Shen
Guosheng Lin
Hao Wang
Nicholas Vun
101
0
0
24 Jan 2024
Contractive Diffusion Probabilistic Models
Contractive Diffusion Probabilistic Models
Wenpin Tang
Hanyang Zhao
DiffM
173
20
0
23 Jan 2024
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing
  High-Quality Implicit Neural Representations
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations
Dogyun Park
S. Kim
Sojin Lee
Hyunwoo J. Kim
DiffM
152
9
0
23 Jan 2024
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass
  Diffusion Transformers
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
Katherine Crowson
Stefan Andreas Baumann
Alex Birch
Tanishq Mathew Abraham
Daniel Z. Kaplan
Enrico Shippole
158
70
0
21 Jan 2024
On mitigating stability-plasticity dilemma in CLIP-guided image morphing
  via geodesic distillation loss
On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss
Yeongtak Oh
Saehyung Lee
Uiwon Hwang
Sungroh Yoon
87
0
0
19 Jan 2024
Edit One for All: Interactive Batch Image Editing
Edit One for All: Interactive Batch Image Editing
Thao Nguyen
Utkarsh Ojha
Yuheng Li
Haotian Liu
Yong Jae Lee
DiffM
137
3
0
18 Jan 2024
Efficient generative adversarial networks using linear additive-attention Transformers
Efficient generative adversarial networks using linear additive-attention Transformers
Emilio Morales-Juarez
Gibran Fuentes Pineda
215
3
0
17 Jan 2024
What You See is What You GAN: Rendering Every Pixel for High-Fidelity
  Geometry in 3D GANs
What You See is What You GAN: Rendering Every Pixel for High-Fidelity Geometry in 3D GANs
Alex Trevithick
Matthew Chan
Towaki Takikawa
Umar Iqbal
Shalini De Mello
Manmohan Chandraker
Ravi Ramamoorthi
Koki Nagano
3DV
147
9
0
04 Jan 2024
Few-shot Image Generation via Information Transfer from the Built
  Geodesic Surface
Few-shot Image Generation via Information Transfer from the Built Geodesic Surface
Yuexing Han
Liheng Ruan
Bing Wang
144
1
0
03 Jan 2024
EFHQ: Multi-purpose ExtremePose-Face-HQ dataset
EFHQ: Multi-purpose ExtremePose-Face-HQ dataset
T. Dao
D. Vu
Cuong Pham
Anh Tran
224
3
0
28 Dec 2023
High-Fidelity Diffusion-based Image Editing
High-Fidelity Diffusion-based Image Editing
Chen Hou
Guoqiang Wei
Zhibo Chen
DiffM
221
8
0
25 Dec 2023
Inclusive normalization of face images to passport format
Inclusive normalization of face images to passport format
Hongliu Cao
Minh N. Do
Alexis Ravanel
Eoin Thomas
CVBM
53
1
0
22 Dec 2023
Previous
123456...202122
Next