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Training Generative Adversarial Networks with Limited Data

Training Generative Adversarial Networks with Limited Data

11 June 2020
Tero Karras
M. Aittala
Janne Hellsten
S. Laine
J. Lehtinen
Timo Aila
    GAN
ArXivPDFHTML

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,046 papers shown
Title
Hamiltonian Score Matching and Generative Flows
Hamiltonian Score Matching and Generative Flows
Peter Holderrieth
Yilun Xu
Tommi Jaakkola
28
0
0
27 Oct 2024
Flow Generator Matching
Flow Generator Matching
Zemin Huang
Zhengyang Geng
Weijian Luo
Guo-jun Qi
35
8
0
25 Oct 2024
One-Step Diffusion Distillation through Score Implicit Matching
One-Step Diffusion Distillation through Score Implicit Matching
Weijian Luo
Zemin Huang
Zhengyang Geng
J. Zico Kolter
Guo-jun Qi
DiffM
37
13
0
22 Oct 2024
Training Better Deep Learning Models Using Human Saliency
Training Better Deep Learning Models Using Human Saliency
Aidan Boyd
Patrick J. Tinsley
Kevin W. Bowyer
A. Czajka
32
0
0
21 Oct 2024
3D-GANTex: 3D Face Reconstruction with StyleGAN3-based Multi-View Images
  and 3DDFA based Mesh Generation
3D-GANTex: 3D Face Reconstruction with StyleGAN3-based Multi-View Images and 3DDFA based Mesh Generation
Rohit Das
Tzung-Han Lin
Ko-Chih Wang
3DH
CVBM
18
1
0
21 Oct 2024
Unlocking the Capabilities of Masked Generative Models for Image
  Synthesis via Self-Guidance
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance
Jiwan Hur
Dong-Jae Lee
Gyojin Han
Jaehyun Choi
Yunho Jeon
Junmo Kim
DiffM
35
0
0
17 Oct 2024
Level of agreement between emotions generated by Artificial Intelligence
  and human evaluation: a methodological proposal
Level of agreement between emotions generated by Artificial Intelligence and human evaluation: a methodological proposal
Miguel Carrasco
César González-Martín
Sonia Navajas-Torrente
Raul Dastres
42
1
0
10 Oct 2024
Boosting Few-Shot Detection with Large Language Models and
  Layout-to-Image Synthesis
Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis
Ahmed Abdullah
Nikolas Ebert
Oliver Wasenmüller
ObjD
33
1
0
09 Oct 2024
Unsupervised Model Diagnosis
Unsupervised Model Diagnosis
Yinong Wang
Eileen Li
Jinqi Luo
Zhaoning Wang
Fernando de la Torre
AAML
29
1
0
08 Oct 2024
MIBench: A Comprehensive Framework for Benchmarking Model Inversion Attack and Defense
MIBench: A Comprehensive Framework for Benchmarking Model Inversion Attack and Defense
Yixiang Qiu
Hongyao Yu
Hao Fang
Wenbo Yu
Wenbo Yu
Bin Chen
Shu-Tao Xia
Ke Xu
Ke Xu
AAML
35
1
0
07 Oct 2024
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
Milena Gazdieva
Jaemoo Choi
Alexander Kolesov
Jaewoong Choi
Petr Mokrov
Alexander Korotin
OT
46
0
0
04 Oct 2024
Explaining an image classifier with a generative model conditioned by
  uncertainty
Explaining an image classifier with a generative model conditioned by uncertainty
Adrien Le Coz
Stéphane Herbin
Faouzi Adjed
39
0
0
02 Oct 2024
Forte : Finding Outliers with Representation Typicality Estimation
Forte : Finding Outliers with Representation Typicality Estimation
Debargha Ganguly
Warren Morningstar
A. Yu
Vipin Chaudhary
OODD
44
0
0
02 Oct 2024
Leveraging generative models to characterize the failure conditions of
  image classifiers
Leveraging generative models to characterize the failure conditions of image classifiers
Adrien Le Coz
Stéphane Herbin
Faouzi Adjed
GAN
29
1
0
01 Oct 2024
Unsupervised Fingerphoto Presentation Attack Detection With Diffusion
  Models
Unsupervised Fingerphoto Presentation Attack Detection With Diffusion Models
Hailin Li
Raghavendra Ramachandra
Mohamed Ragab
Soumik Mondal
Yong Kiam Tan
Khin Mi Mi Aung
AAML
DiffM
22
0
0
27 Sep 2024
A Survey of Spatio-Temporal EEG data Analysis: from Models to
  Applications
A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications
Pengfei Wang
Huanran Zheng
Silong Dai
Yiqiao Wang
Xiaotian Gu
Yuanbin Wu
Xiaoling Wang
SyDa
AI4TS
45
3
0
26 Sep 2024
ID$^3$: Identity-Preserving-yet-Diversified Diffusion Models for
  Synthetic Face Recognition
ID3^33: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
Shen Li
Jianqing Xu
Jiaying Wu
Miao Xiong
Ailin Deng
Jiazhen Ji
Y. Huang
Wenjie Feng
Shouhong Ding
Bryan Hooi
33
7
0
26 Sep 2024
Linking in Style: Understanding learned features in deep learning models
Linking in Style: Understanding learned features in deep learning models
Maren H. Wehrheim
Pamela Osuna-Vargas
Matthias Kaschube
GAN
31
0
0
25 Sep 2024
Analysis of Human Perception in Distinguishing Real and AI-Generated
  Faces: An Eye-Tracking Based Study
Analysis of Human Perception in Distinguishing Real and AI-Generated Faces: An Eye-Tracking Based Study
Jin Huang
Subhadra Gopalakrishnan
Trisha Mittal
Jake Zuena
Jaclyn Pytlarz
CVBM
30
1
0
23 Sep 2024
TextToon: Real-Time Text Toonify Head Avatar from Single Video
TextToon: Real-Time Text Toonify Head Avatar from Single Video
Luchuan Song
Lele Chen
Celong Liu
Pinxin Liu
Chenliang Xu
DiffM
29
7
0
23 Sep 2024
Pomo3D: 3D-Aware Portrait Accessorizing and More
Pomo3D: 3D-Aware Portrait Accessorizing and More
Tzu-Chieh Liu
Chih-Ting Liu
Shao-Yi Chien
31
0
0
22 Sep 2024
Towards Effective User Attribution for Latent Diffusion Models via
  Watermark-Informed Blending
Towards Effective User Attribution for Latent Diffusion Models via Watermark-Informed Blending
Yongyang Pan
Xiaohong Liu
Siqi Luo
Yi Xin
Xiao Guo
Xiaoming Liu
Xiongkuo Min
Guangtao Zhai
DiffM
WIGM
21
4
0
17 Sep 2024
Towards Kinetic Manipulation of the Latent Space
Towards Kinetic Manipulation of the Latent Space
Diego Porres
30
0
0
15 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via
  Fine-tuning Text Encoder
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder
NaHyeon Park
Kunhee Kim
Hyunjung Shim
DiffM
49
2
1
12 Sep 2024
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples
Haoyu Zhang
Raghavendra Ramachandra
Kiran Raja
Christoph Busch
CVBM
42
2
0
09 Sep 2024
TCDiff: Triple Condition Diffusion Model with 3D Constraints for
  Stylizing Synthetic Faces
TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces
Bernardo Biesseck
Pedro Vidal
Luiz Coelho
Roger Granada
David Menotti|
DiffM
22
1
0
05 Sep 2024
FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition
FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition
Chen Hu
Hanchi Ren
Jingjing Deng
Xianghua Xie
Xiaoke Ma
FedML
63
0
0
30 Aug 2024
Self-Improving Diffusion Models with Synthetic Data
Self-Improving Diffusion Models with Synthetic Data
Sina Alemohammad
Ahmed Imtiaz Humayun
S. Agarwal
John Collomosse
Richard G. Baraniuk
28
11
0
29 Aug 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
Yiwei Ma
Jiayi Ji
Ke Ye
Weihuang Lin
Zhibin Wang
Yonghan Zheng
Qiang-feng Zhou
Xiaoshuai Sun
Rongrong Ji
46
5
0
26 Aug 2024
GenFormer -- Generated Images are All You Need to Improve Robustness of
  Transformers on Small Datasets
GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets
Sven Oehri
Nikolas Ebert
Ahmed Abdullah
Didier Stricker
Oliver Wasenmüller
ViT
26
5
0
26 Aug 2024
Localization of Synthetic Manipulations in Western Blot Images
Localization of Synthetic Manipulations in Western Blot Images
Anmol Manjunath
Viola Negroni
S. Mandelli
Daniel Moreira
Paolo Bestagini
22
0
0
25 Aug 2024
GenCA: A Text-conditioned Generative Model for Realistic and Drivable
  Codec Avatars
GenCA: A Text-conditioned Generative Model for Realistic and Drivable Codec Avatars
Keqiang Sun
Amin Jourabloo
Riddhish Bhalodia
Moustafa Meshry
Yu Rong
...
Christian Haene
Jiu Xu
Sam Johnson
Hongsheng Li
Sofien Bouaziz
DiffM
47
0
0
24 Aug 2024
MS$^3$D: A RG Flow-Based Regularization for GAN Training with Limited
  Data
MS3^33D: A RG Flow-Based Regularization for GAN Training with Limited Data
Jian Wang
Xin Lan
Yuxin Tian
Jiancheng Lv
AI4CE
32
1
0
20 Aug 2024
Generating Automatically Print/Scan Textures for Morphing Attack
  Detection Applications
Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications
Juan E. Tapia
Maximilian Russo
Christoph Busch
48
1
0
18 Aug 2024
ZePo: Zero-Shot Portrait Stylization with Faster Sampling
ZePo: Zero-Shot Portrait Stylization with Faster Sampling
Jin Liu
Huaibo Huang
Jie Cao
Ran He
DiffM
36
0
0
10 Aug 2024
Privacy-Safe Iris Presentation Attack Detection
Privacy-Safe Iris Presentation Attack Detection
Mahsa Mitcheff
Patrick J. Tinsley
Adam Czajka
65
0
0
05 Aug 2024
SAT3D: Image-driven Semantic Attribute Transfer in 3D
SAT3D: Image-driven Semantic Attribute Transfer in 3D
Zhijun Zhai
Zengmao Wang
Xiaoxiao Long
Kaixuan Zhou
Bo Du
46
0
0
03 Aug 2024
Deepfake Media Forensics: State of the Art and Challenges Ahead
Deepfake Media Forensics: State of the Art and Challenges Ahead
Irene Amerini
Mauro Barni
Sebastiano Battiato
Paolo Bestagini
Giulia Boato
...
Davide Salvi
Stefano Tubaro
Claudia Melis Tonti
Massimo Villari
D. Vitulano
AAML
46
5
0
01 Aug 2024
HyperMM : Robust Multimodal Learning with Varying-sized Inputs
HyperMM : Robust Multimodal Learning with Varying-sized Inputs
Hava Chaptoukaev
Vincenzo Marcianó
Francesco Galati
Maria A. Zuluaga
30
0
0
30 Jul 2024
Auto DragGAN: Editing the Generative Image Manifold in an Autoregressive
  Manner
Auto DragGAN: Editing the Generative Image Manifold in an Autoregressive Manner
Pengxiang Cai
Zhiwei Liu
Guibo Zhu
Yunfang Niu
Jinqiao Wang
DiffM
40
1
0
26 Jul 2024
Assessing Sample Quality via the Latent Space of Generative Models
Assessing Sample Quality via the Latent Space of Generative Models
Jingyi Xu
Hieu M. Le
Dimitris Samaras
MedIm
36
2
0
21 Jul 2024
A Closer Look at GAN Priors: Exploiting Intermediate Features for
  Enhanced Model Inversion Attacks
A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks
Yixiang Qiu
Hao Fang
Hongyao Yu
Bin Chen
Meikang Qiu
Shu-Tao Xia
AAML
39
11
0
18 Jul 2024
All Roads Lead to Rome? Exploring Representational Similarities Between
  Latent Spaces of Generative Image Models
All Roads Lead to Rome? Exploring Representational Similarities Between Latent Spaces of Generative Image Models
Charumathi Badrinath
Usha Bhalla
Alexander X. Oesterling
Suraj Srinivas
Himabindu Lakkaraju
DiffM
30
0
0
18 Jul 2024
Self-Guided Generation of Minority Samples Using Diffusion Models
Self-Guided Generation of Minority Samples Using Diffusion Models
Soobin Um
Jong Chul Ye
DiffM
31
4
0
16 Jul 2024
Flatfish Disease Detection Based on Part Segmentation Approach and
  Disease Image Generation
Flatfish Disease Detection Based on Part Segmentation Approach and Disease Image Generation
Seo-Bin Hwang
Hanwool Kim
Chae-Yeon Heo
Hie-Yong Jung
Sung-Ju Jung
Yeong-Jun Cho
MedIm
26
0
0
16 Jul 2024
Theoretical Insights into CycleGAN: Analyzing Approximation and Estimation Errors in Unpaired Data Generation
Theoretical Insights into CycleGAN: Analyzing Approximation and Estimation Errors in Unpaired Data Generation
Luwei Sun
Dongrui Shen
Han Feng
40
2
0
16 Jul 2024
Deep Inverse Design for High-Level Synthesis
Deep Inverse Design for High-Level Synthesis
Ping Chang
Tosiron Adegbija
Yuchao Liao
Claudio Talarico
Ao Li
Janet Roveda
30
0
0
11 Jul 2024
Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion
Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion
Yu Cao
Shaogang Gong
DiffM
43
2
0
09 Jul 2024
Rethinking Image Skip Connections in StyleGAN2
Rethinking Image Skip Connections in StyleGAN2
Seung Park
Y. Shin
46
2
0
08 Jul 2024
Form Forge: Latent Space Exploration of Architectural Forms via Explicit
  Latent Variable Manipulation
Form Forge: Latent Space Exploration of Architectural Forms via Explicit Latent Variable Manipulation
Kevin Dunnell
Andy Lippman
AI4CE
36
0
0
06 Jul 2024
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