Papers citing 'Training Generative Adversarial Networks with Limited Data'

Title
Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models Fan Bao Chongxuan Li Jun Zhu Bo Zhang DiffM 266 367 0 17 Jan 2022
Synthesis and Reconstruction of Fingerprints using Generative Adversarial Networks Rafael Bouzaglo Y. Keller 136 19 0 17 Jan 2022
Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks J. Pérez Patricia Arroba Jose M. Moya 123 16 0 12 Jan 2022
Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents Ethan Weber Dim P. Papadopoulos Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba 195 30 0 11 Jan 2022
Improved Input Reprogramming for GAN Conditioning Tuan Dinh Daewon Seo Zhixu Du Liang Shang Kangwook Lee AI4CE 156 8 0 07 Jan 2022
Realistic Full-Body Anonymization with Surface-Guided GANs Håkon Hukkelås Morten Smebye Rudolf Mester Frank Lindseth 3DH PICV 114 18 0 06 Jan 2022
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents Kushagra Pandey Avideep Mukherjee Piyush Rai Abhishek Kumar DiffM 277 135 0 02 Jan 2022
Learning Spatially-Adaptive Squeeze-Excitation Networks for Image Synthesis and Image Recognition Jianghao Shen Tianfu Wu ViT 100 0 0 29 Dec 2021
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 Ivan Skorokhodov Sergey Tulyakov Mohamed Elhoseiny VGen 235 307 0 29 Dec 2021
Cluster-guided Image Synthesis with Unconditional Models Markos Georgopoulos James Oldfield Grigorios G. Chrysos Yannis Panagakis GAN 105 6 0 24 Dec 2021
Manifold Learning Benefits GANs Yao Ni Piotr Koniusz Leonid Sigal Richard Nock GAN 142 17 0 23 Dec 2021
NFTGAN: Non-Fungible Token Art Generation Using Generative Adversarial Networks Sakib Shahriar Kadhim Hayawi GAN 110 16 0 17 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 185 99 0 16 Dec 2021
Forensic Analysis of Synthetically Generated Western Blot Images S. Mandelli D. Cozzolino E. D. Cannas J. P. Cardenuto Daniel Moreira ... Walter J. Scheirer Anderson de Rezende Rocha L. Verdoliva Stefano Tubaro Edward J. Delp 145 23 0 16 Dec 2021
StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation Umut Kocasari Alara Dirik Mert Tiftikci Pinar Yanardag CLIP 135 68 0 15 Dec 2021
Taming Overconfident Prediction on Unlabeled Data from Hindsight Jing Li Yuangang Pan Ivor W. Tsang 82 2 0 15 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 244 613 0 15 Dec 2021
Weakly Supervised High-Fidelity Clothing Model Generation Ruili Feng Cheng Ma Chengji Shen Xin Gao Zhenjiang Liu Xiaobo Li Kairi Ou Zhengjun Zha 3DH 88 11 0 14 Dec 2021
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 216 259 0 14 Dec 2021
Hallucinating Pose-Compatible Scenes Tim Brooks Alexei A. Efros 3DH 117 16 0 13 Dec 2021
DGL-GAN: Discriminator Guided Learning for GAN Compression Yuesong Tian Li Shen Xiang Tian Dacheng Tao Zhifeng Li Wei Liu Yao-wu Chen 146 0 0 13 Dec 2021
Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness Jiseob Kim Ji-Hyun Lee Byoung-Tak Zhang CVBM 100 49 0 11 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 106 112 0 09 Dec 2021
GAN-Supervised Dense Visual Alignment William S. Peebles Jun-Yan Zhu Richard Y. Zhang Antonio Torralba Alexei A. Efros Eli Shechtman 183 70 0 09 Dec 2021
Multimodal Conditional Image Synthesis with Product-of-Experts GANs Xun Huang Arun Mallya Ting-Chun Wang Xuan Li DiffM 132 100 0 09 Dec 2021
Feature Statistics Mixing Regularization for Generative Adversarial Networks Junho Kim Yunjey Choi Youngjung Uh TTA 135 17 0 08 Dec 2021
Top-Down Deep Clustering with Multi-generator GANs Daniel de Mello Renato M. Assunção Fabricio Murai 137 20 0 06 Dec 2021
Neural Photometry-guided Visual Attribute Transfer Carlos Rodriguez-Pardo Elena Garces 121 10 0 05 Dec 2021
Adaptive Feature Interpolation for Low-Shot Image Generation M. Dai Haibin Hang Xiaoyang Guo GAN 162 15 0 04 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 305 94 0 04 Dec 2021
Transferring Unconditional to Conditional GANs with Hyper-Modulation Héctor Laria Yaxing Wang Joost van de Weijer Bogdan Raducanu GAN 116 5 0 04 Dec 2021
3D-Aware Semantic-Guided Generative Model for Human Synthesis Jichao Zhang E. Sangineto Hao Tang Aliaksandr Siarohin Zhun Zhong N. Sebe Wei Wang 3DH 174 37 0 02 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 119 119 0 01 Dec 2021
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 162 32 0 01 Dec 2021
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 120 42 0 01 Dec 2021
Improving Differentiable Architecture Search with a Generative Model Ruisi Zhang Youwei Liang Sai Ashish Somayajula P. Xie OOD 80 0 0 30 Nov 2021
Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers Louise Bloch Raphael Brüngel Christoph M. Friedrich 72 7 0 30 Nov 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 259 296 0 30 Nov 2021
EdiBERT, a generative model for image editing Thibaut Issenhuth Ugo Tanielian Jérémie Mary David Picard DiffM 137 13 0 30 Nov 2021
Trust the Critics: Generatorless and Multipurpose WGANs with Initial Convergence Guarantees Tristan Milne Étienne Bilocq A. Nachman 70 3 0 30 Nov 2021
SurvODE: Extrapolating Gene Expression Distribution for Early Cancer Identification Tong Chen Sheng Wang 37 0 0 30 Nov 2021
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models Guilherme Pombo Robert J. Gray M. Jorge Cardoso Sebastien Ourselin G. Rees John Ashburner P. Nachev 124 39 0 29 Nov 2021
Latent Transformations via NeuralODEs for GAN-based Image Editing Valentin Khrulkov L. Mirvakhabova Ivan Oseledets Artem Babenko 98 15 0 29 Nov 2021
On the Effectiveness of Neural Ensembles for Image Classification with Small Datasets Lorenzo Brigato Luca Iocchi UQCV 87 0 0 29 Nov 2021
ManiFest: Manifold Deformation for Few-shot Image Translation Fabio Pizzati Jean-François Lalonde Raoul de Charette 207 12 0 26 Nov 2021
Few-shot Image Generation with Mixup-based Distance Learning Chaerin Kong Jeesoo Kim D. Han Nojun Kwak 143 22 0 23 Nov 2021
Generative Adversarial Networks for Astronomical Images Generation D. Coccomini Nicola Messina Claudio Gennaro Fabrizio Falchi GAN 75 3 0 22 Nov 2021
StylePart: Image-based Shape Part Manipulation I-Chao Shen Liwei Su Yu-Ting Wu Bing-Yu Chen 3DPC 139 1 0 20 Nov 2021
One-Shot Generative Domain Adaptation Ceyuan Yang Yujun Shen Zhiyi Zhang Yinghao Xu Jiapeng Zhu Zhirong Wu Bolei Zhou 142 56 0 18 Nov 2021
Learning to Compose Visual Relations Nan Liu Shuang Li Yilun Du J. Tenenbaum Antonio Torralba CoGe OCL 141 87 0 17 Nov 2021