Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

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Title
On the Effectiveness of Neural Ensembles for Image Classification with Small Datasets Lorenzo Brigato Luca Iocchi UQCV 27 0 0 29 Nov 2021
ManiFest: Manifold Deformation for Few-shot Image Translation Fabio Pizzati Jean-François Lalonde Raoul de Charette 35 10 0 26 Nov 2021
Few-shot Image Generation with Mixup-based Distance Learning Chaerin Kong Jeesoo Kim D. Han Nojun Kwak 16 22 0 23 Nov 2021
Generative Adversarial Networks for Astronomical Images Generation D. Coccomini Nicola Messina Claudio Gennaro Fabrizio Falchi GAN 31 2 0 22 Nov 2021
StylePart: Image-based Shape Part Manipulation I-Chao Shen Liwei Su Yu-Ting Wu Bing-Yu Chen 3DPC 16 1 0 20 Nov 2021
One-Shot Generative Domain Adaptation Ceyuan Yang Yujun Shen Zhiyi Zhang Yinghao Xu Jiapeng Zhu Zhirong Wu Bolei Zhou 24 49 0 18 Nov 2021
Learning to Compose Visual Relations Nan Liu Shuang Li Yilun Du J. Tenenbaum Antonio Torralba CoGe OCL 32 77 0 17 Nov 2021
To Trust or Not To Trust Prediction Scores for Membership Inference Attacks Dominik Hintersdorf Lukas Struppek Kristian Kersting 12 14 0 17 Nov 2021
Delta-GAN-Encoder: Encoding Semantic Changes for Explicit Image Editing, using Few Synthetic Samples Nir Diamant Nitsan Sandor A. Bronstein GAN 28 0 0 16 Nov 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data Liming Jiang Bo Dai Wayne Wu Chen Change Loy 89 104 0 12 Nov 2021
Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash Lukas Struppek Dominik Hintersdorf Daniel Neider Kristian Kersting MIACV 11 47 0 12 Nov 2021
Tensor-based Subspace Factorization for StyleGAN René Haas Stella Grasshof Sami S. Brandt CVBM 22 4 0 08 Nov 2021
Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers Yanhong Zeng Huan Yang Hongyang Chao Jianbo Wang Jianlong Fu ViT 27 26 0 05 Nov 2021
Seamless Satellite-image Synthesis Jialin Zhu Tom Kelly 11 10 0 05 Nov 2021
On the Frequency Bias of Generative Models Katja Schwarz Yiyi Liao Andreas Geiger 21 78 0 03 Nov 2021
Discriminator Synthesis: On reusing the other half of Generative Adversarial Networks Diego Porres GAN TTA 30 1 0 03 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training Minguk Kang Woohyeon Shim Minsu Cho Jaesik Park GAN 33 108 0 01 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 47 234 0 01 Nov 2021
Resampling Base Distributions of Normalizing Flows Vincent Stimper Bernhard Schölkopf José Miguel Hernández-Lobato BDL 30 32 0 29 Oct 2021
Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud Philipp Wiesner Ilja Behnke Dominik Scheinert Kordian Gontarska L. Thamsen 22 80 0 25 Oct 2021
The Nuts and Bolts of Adopting Transformer in GANs Rui Xu Xiangyu Xu Kai-xiang Chen Bolei Zhou Chen Change Loy ViT 17 4 0 25 Oct 2021
MIGS: Meta Image Generation from Scene Graphs R. Rajagede Sabrina Musatian Helisa Dhamo Nassir Navab VLM 16 10 0 22 Oct 2021
Multi-attribute Pizza Generator: Cross-domain Attribute Control with Conditional StyleGAN Fangda Han Guoyao Hao Ricardo Guerrero Vladimir Pavlovic GAN 11 0 0 22 Oct 2021
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation Mingcong Liu Qiang Li Zekui Qin Guoxin Zhang Pengfei Wan Wen Zheng CVBM 30 60 0 22 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 21 56 0 21 Oct 2021
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory T. Chen Guan-Horng Liu Evangelos A. Theodorou DiffM OT 174 164 0 21 Oct 2021
Controllable and Compositional Generation with Latent-Space Energy-Based Models Weili Nie Arash Vahdat Anima Anandkumar 22 78 0 21 Oct 2021
Fine-Grained Control of Artistic Styles in Image Generation Xin Miao Huayan Wang Jun Fu Jiayi Liu Shen Wang Zhenyu Liao GAN 22 1 0 19 Oct 2021
CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis Peng Zhou Lingxi Xie Bingbing Ni Qi Tian 20 174 0 19 Oct 2021
Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNet Manjary P.Gangan Anoop Kadan L. LajishV. 28 23 0 18 Oct 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 14 553 0 18 Oct 2021
Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks Peihao Zhu Rameen Abdal John C. Femiani Peter Wonka GAN 149 80 0 15 Oct 2021
Unsupervised High-Fidelity Facial Texture Generation and Reconstruction Ron Slossberg Ibrahim Jubran Ron Kimmel 3DH 31 7 0 10 Oct 2021
Exploring constraints on CycleGAN-based CBCT enhancement for adaptive radiotherapy Suraj Pai MedIm 20 0 0 09 Oct 2021
StyleGAN-induced data-driven regularization for inverse problems Arthur Conmy Subhadip Mukherjee Carola-Bibiane Schönlieb GAN 19 3 0 07 Oct 2021
GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data Kaiwen Cui Jiaxing Huang Zhipeng Luo Gongjie Zhang Fangneng Zhan Shijian Lu 39 34 0 04 Oct 2021
Automated Seed Quality Testing System using GAN & Active Learning Sandeep Nagar Prateek Pani R. Nair Girish Varma 11 2 0 02 Oct 2021
Paint4Poem: A Dataset for Artistic Visualization of Classical Chinese Poems Dan Li Shuai Wang Jie Zou T. Chang Elisha Nieuwburg Fengyuan Sun Evangelos Kanoulas 19 8 0 23 Sep 2021
DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing Bingchuan Li Shaofei Cai Wei Liu Peng Zhang Qian He Miao Hua Zili Yi 38 11 0 22 Sep 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold Thomas Leimkuhler G. Drettakis CVBM 3DH 92 11 0 20 Sep 2021
Explainability Requires Interactivity Matthias Kirchler M. Graf Marius Kloft C. Lippert FAtt AAML HAI 27 1 0 16 Sep 2021
Design Guidelines for Prompt Engineering Text-to-Image Generative Models Vivian Liu Lydia B. Chilton 17 475 0 14 Sep 2021
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 206 133 0 10 Sep 2021
Rethinking Multidimensional Discriminator Output for Generative Adversarial Networks M. Dai Haibin Hang A. Srivastava 18 3 0 08 Sep 2021
Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection Mahdieh Darvish Mahsa Pouramini H. Bahador ViT 25 5 0 28 Aug 2021
Diverse Similarity Encoder for Deep GAN Inversion Cheng Yu Wenmin Wang DRL 26 4 0 23 Aug 2021
Dual Projection Generative Adversarial Networks for Conditional Image Generation Ligong Han Martin Renqiang Min Anastasis Stathopoulos Yu Tian Ruijiang Gao Asim Kadav Dimitris N. Metaxas GAN 38 21 0 20 Aug 2021
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset -- Addressing the Noise-Latent Trade-Off Vaibhav Vavilala David A. Forsyth 16 3 0 19 Aug 2021
Unsupervised Image Generation with Infinite Generative Adversarial Networks Hui Ying He-Nan Wang Tianjia Shao Yin Yang Kun Zhou GAN 34 2 0 18 Aug 2021
Semantic Perturbations with Normalizing Flows for Improved Generalization Oğuz Kaan Yüksel Sebastian U. Stich Martin Jaggi Tatjana Chavdarova AAML 29 10 0 18 Aug 2021