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
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 15 696 0 06 Aug 2021
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 16 69 0 05 Aug 2021
Neural Scene Decoration from a Single Photograph Hong-Wing Pang Yingshu Chen Phuoc-Hieu Le Binh-Son Hua Duc Thanh Nguyen Sai-Kit Yeung 3DV 22 1 0 04 Aug 2021
Cycle-Consistent Inverse GAN for Text-to-Image Synthesis Hao Wang Guosheng Lin S. Hoi C. Miao 33 47 0 03 Aug 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations Chenlin Meng Yutong He Yang Song Jiaming Song Jiajun Wu Jun-Yan Zhu Stefano Ermon DiffM 32 1,413 0 02 Aug 2021
StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators Rinon Gal Or Patashnik Haggai Maron Gal Chechik Daniel Cohen-Or CLIP VLM 33 220 0 02 Aug 2021
Synthetic Periocular Iris PAI from a Small Set of Near-Infrared-Images J. Maureira Juan Tapia Claudia Arellano Christoph Busch CVBM 9 2 0 26 Jul 2021
LARGE: Latent-Based Regression through GAN Semantics Yotam Nitzan Rinon Gal Ofir Brenner Daniel Cohen-Or GAN 29 26 0 22 Jul 2021
3D fluorescence microscopy data synthesis for segmentation and benchmarking Dennis Eschweiler Malte Rethwisch Mareike Jarchow Simon Koppers Johannes Stegmaier 3DV MedIm 38 15 0 21 Jul 2021
Conditional GANs with Auxiliary Discriminative Classifier Liang Hou Qi Cao Huawei Shen Siyuan Pan Xiaoshuang Li Xueqi Cheng GAN 28 35 0 21 Jul 2021
3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images Sun-Beom Hong Razvan V. Marinescu Adrian V. Dalca A. Bonkhoff Martin Bretzner N. Rost Polina Golland MedIm 17 57 0 20 Jul 2021
StyleFusion: A Generative Model for Disentangling Spatial Segments Omer Kafri Or Patashnik Yuval Alaluf Daniel Cohen-Or 26 37 0 15 Jul 2021
Level generation and style enhancement -- deep learning for game development overview P. Migdal Bartlomiej Olechno Bla.zej Podgórski GAN VLM 19 4 0 15 Jul 2021
Leveraging Domain Adaptation for Low-Resource Geospatial Machine Learning Jack Lynch S. Wookey 16 1 0 11 Jul 2021
ViTGAN: Training GANs with Vision Transformers Kwonjoon Lee Huiwen Chang Lu Jiang Han Zhang Z. Tu Ce Liu ViT 28 183 0 09 Jul 2021
StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation Won-Dong Jang Gwangjin Ju Yucheol Jung Jiaolong Yang Xin Tong Seungyong Lee GAN 35 21 0 09 Jul 2021
Structured Denoising Diffusion Models in Discrete State-Spaces Jacob Austin Daniel D. Johnson Jonathan Ho Daniel Tarlow Rianne van den Berg DiffM 18 851 0 07 Jul 2021
Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities Sebastian Berns Terence Broad Christian Guckelsberger S. Colton AI4CE 10 8 0 05 Jul 2021
Are conditional GANs explicitly conditional? Houssem-eddine Boulahbal A. Voicila Andrew I. Comport GAN 25 1 0 28 Jun 2021
Data augmentation for deep learning based accelerated MRI reconstruction with limited data Zalan Fabian Reinhard Heckel Mahdi Soltanolkotabi OOD MedIm 6 51 0 28 Jun 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 80 1,560 0 23 Jun 2021
Fairness for Image Generation with Uncertain Sensitive Attributes A. Jalal Sushrut Karmalkar Jessica Hoffmann A. Dimakis Eric Price DiffM 32 39 0 23 Jun 2021
Making Invisible Visible: Data-Driven Seismic Inversion with Spatio-temporally Constrained Data Augmentation Yuxin Yang Xitong Zhang Qiang Guan Youzuo Lin 30 15 0 22 Jun 2021
Fine-Tuning StyleGAN2 For Cartoon Face Generation Jihye Back CVBM 8 25 0 22 Jun 2021
Particle Cloud Generation with Message Passing Generative Adversarial Networks Raghav Kansal Javier Mauricio Duarte Haoran Su B. Orzari T. Tomei M. Pierini M. Touranakou J. Vlimant Dimitrios Gunopulos 24 75 0 22 Jun 2021
JOKR: Joint Keypoint Representation for Unsupervised Cross-Domain Motion Retargeting Ron Mokady Rotem Tzaban Sagie Benaim Amit H. Bermano Daniel Cohen-Or VGen 27 3 0 17 Jun 2021
Self-Supervised GANs with Label Augmentation Liang Hou Huawei Shen Qi Cao Xueqi Cheng 13 18 0 16 Jun 2021
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy Christoph Reich Tim Prangemeier C. Wildner Heinz Koeppl AI4CE 6 7 0 15 Jun 2021
Divergence Frontiers for Generative Models: Sample Complexity, Quantization Effects, and Frontier Integrals Lang Liu Krishna Pillutla Sean Welleck Sewoong Oh Yejin Choi Zaïd Harchaoui MQ 25 14 0 15 Jun 2021
Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images Vishal Asnani Xi Yin Tal Hassner Xiaoming Liu 25 65 0 15 Jun 2021
Improved Transformer for High-Resolution GANs Long Zhao Zizhao Zhang Ting Chen Dimitris N. Metaxas Han Zhang ViT 34 95 0 14 Jun 2021
Styleformer: Transformer based Generative Adversarial Networks with Style Vector Jeeseung Park Younggeun Kim ViT 29 48 0 13 Jun 2021
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs Jaewoong Choi Junho Lee Changyeon Yoon J. Park Geonho Hwang Myung-joo Kang 24 26 0 13 Jun 2021
Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation Adrian Spurr Pavlo Molchanov Umar Iqbal Jan Kautz Otmar Hilliges 22 8 0 10 Jun 2021
Score-based Generative Modeling in Latent Space Arash Vahdat Karsten Kreis Jan Kautz DiffM 16 659 0 10 Jun 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 22 522 0 10 Jun 2021
Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation Dongjun Kim Seung-Jae Shin Kyungwoo Song Wanmo Kang Il-Chul Moon 28 90 0 10 Jun 2021
Generative Feature-driven Image Replay for Continual Learning Kevin Thandiackal Tiziano Portenier Andrea Giovannini M. Gabrani O. Goksel CLL VLM DiffM 18 9 0 09 Jun 2021
Tensor feature hallucination for few-shot learning Michalis Lazarou Tania Stathaki Yannis Avrithis 27 22 0 09 Jun 2021
Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows Brendan Leigh Ross Jesse C. Cresswell TPM 34 32 0 09 Jun 2021
Data-Efficient Instance Generation from Instance Discrimination Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou 24 83 0 08 Jun 2021
Low-Rank Subspaces in GANs Jiapeng Zhu Ruili Feng Yujun Shen Deli Zhao Zhengjun Zha Jingren Zhou Qifeng Chen GAN 19 71 0 08 Jun 2021
GAN Cocktail: mixing GANs without dataset access Omri Avrahami Dani Lischinski Ohad Fried DiffM MoMe 18 10 0 07 Jun 2021
Vanishing Curvature and the Power of Adaptive Methods in Randomly Initialized Deep Networks Antonio Orvieto Jonas Köhler Dario Pavllo Thomas Hofmann Aurelien Lucchi ODL 20 5 0 07 Jun 2021
F-Drop&Match: GANs with a Dead Zone in the High-Frequency Domain Shinýa Yamaguchi Sekitoshi Kanai 19 4 0 04 Jun 2021
Barcode Method for Generative Model Evaluation driven by Topological Data Analysis Ryoungwoo Jang Minjee Kim Da-in Eun Kyungjin Cho Jiyeon Seo Namkug Kim EGVM 8 0 0 04 Jun 2021
Barbershop: GAN-based Image Compositing using Segmentation Masks Peihao Zhu Rameen Abdal John C. Femiani Peter Wonka 23 31 0 02 Jun 2021
IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse Yang Li Liangliang Shi Junchi Yan GAN 19 7 0 01 Jun 2021
A Matrix Autoencoder Framework to Align the Functional and Structural Connectivity Manifolds as Guided by Behavioral Phenotypes N. S. D'Souza M. B. Nebel D. Crocetti N. Wymbs Joshua Robinson S. Mostofsky A. Venkataraman 11 7 0 30 May 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 572 0 27 May 2021