Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,046 papers shown

Title
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 32 4 0 04 Apr 2024
Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data Francesco P. Ramunno S. Hackstein V. Kinakh M. Drozdova Guillaume Quétant A. Csillaghy S. Voloshynovskiy AI4CE DiffM 28 3 0 03 Apr 2024
Fashion Style Editing with Generative Human Prior Chaerin Kong Seungyong Lee Soohyeok Im Wonsuk Yang 43 0 0 02 Apr 2024
Learning to Generate Conditional Tri-plane for 3D-aware Expression Controllable Portrait Animation Taekyung Ki Dongchan Min Gyeongsu Chae 3DH 32 5 0 31 Mar 2024
Parameter and Data-Efficient Spectral StyleDCGAN Aryan Garg CVBM GAN 32 0 0 31 Mar 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 40 1 0 31 Mar 2024
Generative Medical Segmentation Jiayu Huo Ouyang Xi Sébastien Ourselin Rachel Sparks MedIm 30 1 0 27 Mar 2024
Training Generative Adversarial Network-Based Vocoder with Limited Data Using Augmentation-Conditional Discriminator Takuhiro Kaneko Hirokazu Kameoka Kou Tanaka 26 0 0 25 Mar 2024
Do Generated Data Always Help Contrastive Learning? Yifei Wang Jizhe Zhang Yisen Wang DiffM 30 22 0 19 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning Xiaojie Li Yibo Yang Xiangtai Li Jianlong Wu Yue Yu Bernard Ghanem Min Zhang SSL 34 6 0 18 Mar 2024
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 38 3 0 18 Mar 2024
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 46 4 0 17 Mar 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 36 19 0 15 Mar 2024
Noise Dimension of GAN: An Image Compression Perspective Ziran Zhu Tongda Xu Ling-Ling Li Yan Wang GAN 21 1 0 14 Mar 2024
LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition Zhonglin Sun Chen Feng Ioannis Patras Georgios Tzimiropoulos CVBM SSL 35 3 0 13 Mar 2024
D4D: An RGBD diffusion model to boost monocular depth estimation Lorenzo Papa Paolo Russo Irene Amerini MDE 32 2 0 12 Mar 2024
3DTextureTransformer: Geometry Aware Texture Generation for Arbitrary Mesh Topology K. Dharma Clayton T. Morrison 35 0 0 07 Mar 2024
Improving Adversarial Energy-Based Model via Diffusion Process Cong Geng Tian Han Peng-Tao Jiang Hao Zhang Jinwei Chen Søren Hauberg Bo-wen Li DiffM 27 2 0 04 Mar 2024
Training Unbiased Diffusion Models From Biased Dataset Yeongmin Kim Byeonghu Na Minsang Park Joonho Jang Dongjun Kim Wanmo Kang Il-Chul Moon 30 19 0 02 Mar 2024
Rethinking cluster-conditioned diffusion models Nikolas Adaloglou Tim Kaiser Félix D. P. Michels M. Kollmann VLM 37 3 0 01 Mar 2024
Deformable One-shot Face Stylization via DINO Semantic Guidance Yang Zhou Zichong Chen Hui Huang CVBM 37 5 0 01 Mar 2024
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 50 2 0 29 Feb 2024
Breaking the Black-Box: Confidence-Guided Model Inversion Attack for Distribution Shift Xinhao Liu Yingzhao Jiang Zetao Lin 32 0 0 28 Feb 2024
An Interpretable Evaluation of Entropy-based Novelty of Generative Models Jingwei Zhang Cheuk Ting Li Farzan Farnia EGVM 40 6 0 27 Feb 2024
One-Shot Structure-Aware Stylized Image Synthesis Hansam Cho Jonghyun Lee Seunggyu Chang Yonghyun Jeong DiffM 36 6 0 27 Feb 2024
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 44 1 0 26 Feb 2024
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 35 2 0 22 Feb 2024
Intriguing Properties of Modern GANs Roy Friedman Yair Weiss 38 0 0 21 Feb 2024
SDXL-Lightning: Progressive Adversarial Diffusion Distillation Shanchuan Lin Anran Wang Xiao Yang 29 116 0 21 Feb 2024
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction Haoyu Li Hao Wu Badong Chen 42 1 0 21 Feb 2024
CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection Sohail Ahmed Khan Duc-Tien Dang-Nguyen VLM 27 21 0 20 Feb 2024
Training Class-Imbalanced Diffusion Model Via Overlap Optimization Divin Yan Lu Qi Vincent Tao Hu Ming-Hsuan Yang Meng Tang 34 5 0 16 Feb 2024
VATr++: Choose Your Words Wisely for Handwritten Text Generation Bram Vanherle Vittorio Pippi S. Cascianelli Nick Michiels F. Reeth Rita Cucchiara 14 3 0 16 Feb 2024
Data Augmentation and Transfer Learning Approaches Applied to Facial Expressions Recognition Enrico Randellini Leonardo Rigutini Claudio Saccà CVBM 6 1 0 15 Feb 2024
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 34 8 0 12 Feb 2024
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 34 0 0 08 Feb 2024
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport Jaemoo Choi Jaewoong Choi Myungjoo Kang 43 6 0 08 Feb 2024
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models N. Konz Yuwen Chen Haoyu Dong Maciej Mazurowski MedIm 22 28 0 07 Feb 2024
One-shot Neural Face Reenactment via Finding Directions in GAN's Latent Space Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 3DH 45 8 0 05 Feb 2024
ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer Bumsoo Kim Abdul Muqeet Kyuchul Lee Sanghyun Seo 42 2 0 05 Feb 2024
Geometry aware 3D generation from in-the-wild images in ImageNet Qijia Shen Guangrun Wang 3DV 17 0 0 31 Jan 2024
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 19 5 0 30 Jan 2024
Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification Oleksandr Fedoruk Konrad Klimaszewski Aleksander Ogonowski Michal Kruk MedIm 28 4 0 26 Jan 2024
Benchmarking the Fairness of Image Upsampling Methods M. Laszkiewicz Imant Daunhawer Julia E. Vogt Asja Fischer Johannes Lederer EGVM 36 3 0 24 Jan 2024
Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects Yunfan Zhang Hong Huang Zhiwei Xiong Zhiqi Shen Guosheng Lin Hao Wang Nicholas Vun 18 0 0 24 Jan 2024
Contractive Diffusion Probabilistic Models Wenpin Tang Hanyang Zhao DiffM 44 12 0 23 Jan 2024
DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations Dogyun Park S. Kim Sojin Lee Hyunwoo J. Kim DiffM 38 7 0 23 Jan 2024
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 26 48 0 21 Jan 2024
On mitigating stability-plasticity dilemma in CLIP-guided image morphing via geodesic distillation loss Yeongtak Oh Saehyung Lee Uiwon Hwang Sungroh Yoon 34 0 0 19 Jan 2024
Edit One for All: Interactive Batch Image Editing Thao Nguyen Utkarsh Ojha Yuheng Li Haotian Liu Yong Jae Lee DiffM 38 2 0 18 Jan 2024