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Training Generative Adversarial Networks with Limited Data

Neural Information Processing Systems (NeurIPS), 2025

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,089 papers shown

Title
To Trust or Not To Trust Prediction Scores for Membership Inference Attacks Dominik Hintersdorf Lukas Struppek Kristian Kersting 65 16 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 101 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 174 116 0 12 Nov 2021
Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash Lukas Struppek Dominik Hintersdorf Daniel Neider Kristian Kersting MIACV 229 53 0 12 Nov 2021
Tensor-based Subspace Factorization for StyleGAN René Haas Stella Grasshof Sami S. Brandt CVBM 96 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 207 26 0 05 Nov 2021
Seamless Satellite-image Synthesis Jialin Zhu Tom Kelly 86 10 0 05 Nov 2021
On the Frequency Bias of Generative Models Katja Schwarz Yiyi Liao Andreas Geiger 115 86 0 03 Nov 2021
Discriminator Synthesis: On reusing the other half of Generative Adversarial Networks Diego Porres GAN TTA 53 1 0 03 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training Minguk Kang Woohyeon Shim Minsu Cho Jaesik Park GAN 160 123 0 01 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 169 257 0 01 Nov 2021
Resampling Base Distributions of Normalizing Flows Vincent Stimper Bernhard Schölkopf José Miguel Hernández-Lobato BDL 144 37 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 109 102 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 204 4 0 25 Oct 2021
MIGS: Meta Image Generation from Scene Graphs R. Rajagede Sabrina Musatian Helisa Dhamo Nassir Navab VLM 113 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 47 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 93 71 0 22 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 153 63 0 21 Oct 2021
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory T. Chen Guan-Horng Liu Evangelos A. Theodorou DiffM OT 434 200 0 21 Oct 2021
Controllable and Compositional Generation with Latent-Space Energy-Based Models Weili Nie Arash Vahdat Anima Anandkumar 157 83 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 80 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 131 176 0 19 Oct 2021
Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNet Manjary P.Gangan Anoop Kadan L. LajishV. 83 24 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 148 581 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 357 87 0 15 Oct 2021
Unsupervised High-Fidelity Facial Texture Generation and Reconstruction Ron Slossberg Ibrahim Jubran Ron Kimmel 3DH 95 8 0 10 Oct 2021
Exploring constraints on CycleGAN-based CBCT enhancement for adaptive radiotherapy Suraj Pai MedIm 47 0 0 09 Oct 2021
StyleGAN-induced data-driven regularization for inverse problems Arthur Conmy Subhadip Mukherjee Carola-Bibiane Schönlieb GAN 92 4 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 157 38 0 04 Oct 2021
Automated Seed Quality Testing System using GAN & Active Learning Sandeep Nagar Prateek Pani R. Nair Girish Varma 37 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 69 15 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 171 13 0 22 Sep 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold Thomas Leimkuhler G. Drettakis CVBM 3DH 156 11 0 20 Sep 2021
Explainability Requires Interactivity Matthias Kirchler M. Graf Matthias Kirchler Christoph Lippert FAtt AAML HAI 85 1 0 16 Sep 2021
Design Guidelines for Prompt Engineering Text-to-Image Generative Models Vivian Liu Lydia B. Chilton 194 563 0 14 Sep 2021
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 376 147 0 10 Sep 2021
Rethinking Multidimensional Discriminator Output for Generative Adversarial Networks M. Dai Haibin Hang A. Srivastava 142 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 95 5 0 28 Aug 2021
Diverse Similarity Encoder for Deep GAN Inversion Cheng Yu Wenmin Wang DRL 84 5 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 134 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 118 3 0 19 Aug 2021
Unsupervised Image Generation with Infinite Generative Adversarial Networks Hui Ying He Wang Tianjia Shao Yin Yang Kun Zhou GAN 96 2 0 18 Aug 2021
Semantic Perturbations with Normalizing Flows for Improved Generalization Oğuz Kaan Yüksel Sebastian U. Stich Martin Jaggi Tatjana Chavdarova AAML 113 10 0 18 Aug 2021
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation Brandon Mac A. Moody A. Khademi MedIm 68 0 0 14 Aug 2021
BIGRoC: Boosting Image Generation via a Robust Classifier Roy Ganz Michael Elad 116 10 0 08 Aug 2021
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 330 772 0 06 Aug 2021
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 157 74 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 62 1 0 04 Aug 2021
Cycle-Consistent Inverse GAN for Text-to-Image Synthesis Hao Wang Guosheng Lin Guosheng Lin Chunyan Miao 127 51 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 322 1,708 0 02 Aug 2021