Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,049 papers shown

Title
Real-Time Radiance Fields for Single-Image Portrait View Synthesis Alex Trevithick Matthew Chan Michael Stengel E. R. Chan Chao Liu Zhiding Yu S. Khamis Manmohan Chandraker R. Ramamoorthi Koki Nagano 3DH 65 62 0 03 May 2023
The Beauty or the Beast: Which Aspect of Synthetic Medical Images Deserves Our Focus? Xiaodan Xing Yang Nan F. Felder Simon Walsh Guang Yang MedIm 28 5 0 03 May 2023
Generalizing Dataset Distillation via Deep Generative Prior George Cazenavette Tongzhou Wang Antonio Torralba Alexei A. Efros Jun-Yan Zhu DD 96 84 0 02 May 2023
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
Class-Balancing Diffusion Models Yiming Qin Huangjie Zheng Jiangchao Yao Mingyuan Zhou Ya Zhang DiffM 32 42 0 30 Apr 2023
StyleLipSync: Style-based Personalized Lip-sync Video Generation Taekyung Ki Dong Min 45 11 0 30 Apr 2023
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition J. Kolf Tim Rieber Jurek Elliesen Fadi Boutros Arjan Kuijper Naser Damer 19 23 0 30 Apr 2023
Visualizing chest X-ray dataset biases using GANs Hao Liang Kevin Ni Guha Balakrishnan CML MedIm GAN 31 1 0 29 Apr 2023
Putting People in Their Place: Affordance-Aware Human Insertion into Scenes Sumith Kulal Tim Brooks A. Aiken Jiajun Wu Jimei Yang Jingwan Lu Alexei A. Efros Krishna Kumar Singh DiffM 46 42 0 27 Apr 2023
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
Ray Conditioning: Trading Photo-consistency for Photo-realism in Multi-view Image Generation Eric Chen Sidhanth Holalkere Ruyu Yan Kai Zhang Abe Davis 24 5 0 26 Apr 2023
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models Zhendong Wang Yi Ding Huangjie Zheng Peihao Wang Pengcheng He Zhangyang Wang Weizhu Chen Mingyuan Zhou 38 99 0 25 Apr 2023
Diabetic Foot Ulcer Grand Challenge 2022 Summary Connah Kendrick B. Cassidy N. Reeves Joseph M Pappachan C. O'Shea Vishnu Chandrabalan Moi Hoon Yap 17 4 0 24 Apr 2023
SP-BatikGAN: An Efficient Generative Adversarial Network for Symmetric Pattern Generation Chrystian Wahyono GAN 23 3 0 19 Apr 2023
Performance of GAN-based augmentation for deep learning COVID-19 image classification Oleksandr Fedoruk Konrad Klimaszewski Aleksander Ogonowski Rafal Mo.zd.zonek OOD MedIm 16 11 0 18 Apr 2023
Exploring Incompatible Knowledge Transfer in Few-shot Image Generation Yunqing Zhao Chao Du Milad Abdollahzadeh Tianyu Pang Min-Bin Lin Shuicheng Yan Ngai-man Cheung 23 19 0 15 Apr 2023
A Comparative Study on Generative Models for High Resolution Solar Observation Imaging Mehdi Cherti Alexander Czernik Stefan Kesselheim F. Effenberger J. Jitsev DiffM 25 0 0 14 Apr 2023
Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images Jiatao Gu Qingzhe Gao Shuangfei Zhai Baoquan Chen Lingjie Liu J. Susskind 36 29 0 13 Apr 2023
Energy-guided Entropic Neural Optimal Transport Petr Mokrov Alexander Korotin Alexander Kolesov Nikita Gushchin Evgeny Burnaev OT 54 21 0 12 Apr 2023
NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs Harsh Rangwani Lavish Bansal Kartik Sharma Tejan Karmali Varun Jampani R. Venkatesh Babu 20 13 0 12 Apr 2023
One-Shot High-Fidelity Talking-Head Synthesis with Deformable Neural Radiance Field Weichuang Li Longhao Zhang Dong Wang Bingyan Zhao Zhigang Wang Mulin. Chen Bangze Zhang Zhongjian Wang Liefeng Bo Xuelong Li 3DH CVBM 16 53 0 11 Apr 2023
ForamViT-GAN: Exploring New Paradigms in Deep Learning for Micropaleontological Image Analysis Ivan Ferreira-Chacua A. Koeshidayatullah 38 2 0 09 Apr 2023
3D GANs and Latent Space: A comprehensive survey S. Tata Subhankar Mishra 32 0 0 08 Apr 2023
Beyond Privacy: Navigating the Opportunities and Challenges of Synthetic Data B. V. Breugel M. Schaar 19 26 0 07 Apr 2023
RoSteALS: Robust Steganography using Autoencoder Latent Space Tu Bui Shrutina Agarwal Ning Yu John Collomosse 35 39 0 06 Apr 2023
Zero-shot Generative Model Adaptation via Image-specific Prompt Learning Jiayi Guo Chaofei Wang You Wu Eric Zhang Kai Wang Xingqian Xu S. Song Humphrey Shi Gao Huang DiffM VLM 79 29 0 06 Apr 2023
MoStGAN-V: Video Generation with Temporal Motion Styles Xiaoqian Shen Xiang Li Mohamed Elhoseiny VGen 33 29 0 05 Apr 2023
Learning Stage-wise GANs for Whistle Extraction in Time-Frequency Spectrograms Pu Li M. Roch Holger Klinck Erica Fleishman D. Gillespie E. Nosal Yu Shiu Xiaobai Liu 14 6 0 05 Apr 2023
EGC: Image Generation and Classification via a Diffusion Energy-Based Model Qiushan Guo Chuofan Ma Yi-Xin Jiang Zehuan Yuan Yizhou Yu Ping Luo DiffM 22 6 0 04 Apr 2023
PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion Gwanghyun Kim Jinhyun Jang S. Chun DiffM 31 13 0 04 Apr 2023
Re-thinking Model Inversion Attacks Against Deep Neural Networks Ngoc-Bao Nguyen Keshigeyan Chandrasegaran Milad Abdollahzadeh Ngai-man Cheung 32 38 0 04 Apr 2023
Generative Multiplane Neural Radiance for 3D-Aware Image Generation Amandeep Kumar A. Bhunia Sanath Narayan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang Fahad Shahbaz Khan 27 3 0 03 Apr 2023
KD-DLGAN: Data Limited Image Generation via Knowledge Distillation Kaiwen Cui Yingchen Yu Fangneng Zhan Tianran Ouyang Shijian Lu1 Eric P. Xing VLM 48 19 0 30 Mar 2023
Masked and Adaptive Transformer for Exemplar Based Image Translation Changlong Jiang Fei Gao Biao Ma Yuhao Lin N. Wang Gang Xu 37 18 0 30 Mar 2023
Hierarchical Fine-Grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu Zhiyuan Ren Steven A. Grosz I. Masi Xiaoming Liu 27 104 0 30 Mar 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs Anna Frühstück N. Sarafianos Yuanlu Xu Peter Wonka Tony Tung 53 20 0 28 Mar 2023
Head3D: Complete 3D Head Generation via Tri-plane Feature Distillation Y. Cheng Yichao Yan Wenhan Zhu Ye Pan Bowen Pan Xiaokang Yang 3DH 37 3 0 28 Mar 2023
Zero-shot Model Diagnosis Jinqi Luo Zhaoning Wang Chen Henry Wu Dong Huang Fernando de la Torre VLM 24 21 0 27 Mar 2023
FaceLit: Neural 3D Relightable Faces Anurag Ranjan K. M. Yi Jen-Hao Rick Chang Oncel Tuzel CVBM 3DH 21 18 0 27 Mar 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 20 177 0 27 Mar 2023
Training-free Content Injection using h-space in Diffusion Models Jaeseok Jeong Mingi Kwon Youngjung Uh DiffM 26 24 0 27 Mar 2023
BlobGAN-3D: A Spatially-Disentangled 3D-Aware Generative Model for Indoor Scenes Qian Wang Yiqun Wang Michael Birsak Peter Wonka 71 8 0 26 Mar 2023
Spatial Latent Representations in Generative Adversarial Networks for Image Generation Maciej Sypetkowski GAN 26 1 0 25 Mar 2023
SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection Jingyang Zhang Nathan Inkawhich Randolph Linderman R. Luley Yiran Chen H. Li OODD 24 1 0 25 Mar 2023
LPFF: A Portrait Dataset for Face Generators Across Large Poses Yiqian Wu Jing Zhang Hongbo Fu Xiaogang Jin CVBM 33 15 0 25 Mar 2023
UrbanGIRAFFE: Representing Urban Scenes as Compositional Generative Neural Feature Fields Yuanbo Yang Yifei Yang Hanlei Guo R. Xiong Yue Wang Yiyi Liao 34 18 0 24 Mar 2023
Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis Thuan Hoang Nguyen T. Le Anh Tran 37 3 0 24 Mar 2023
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck Jongheon Jeong Sihyun Yu Hankook Lee Jinwoo Shin AAML 44 0 0 24 Mar 2023
GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning Zhenyu Xie Zaiyu Huang Xin Dong Fuwei Zhao Haoye Dong Xijin Zhang Feida Zhu Xiaodan Liang 3DH 21 91 0 24 Mar 2023
Ablating Concepts in Text-to-Image Diffusion Models Nupur Kumari Bin Zhang Sheng-Yu Wang Eli Shechtman Richard Y. Zhang Jun-Yan Zhu VLM 21 184 0 23 Mar 2023