v1v2 (latest)

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"

38 / 1,088 papers shown

Title
Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed Eric Luhman Troy Luhman DiffM 316 309 0 07 Jan 2021
Exploiting Chain Rule and Bayes' Theorem to Compare Probability DistributionsNeural Information Processing Systems (NeurIPS), 2025 Huangjie Zheng Mingyuan Zhou OT 288 30 0 28 Dec 2020
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing Xianxu Hou Xiaokang Zhang Linlin Shen Zhihui Lai Jun Wan CVBM GAN 105 76 0 22 Dec 2020
Taming Transformers for High-Resolution Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 Patrick Esser Robin Rombach Bjorn Ommer ViT 260 3,354 0 17 Dec 2020
Learning Energy-Based Models by Diffusion Recovery Likelihood Ruiqi Gao Yang Song Ben Poole Ying Nian Wu Diederik P. Kingma DiffM 178 132 0 15 Dec 2020
Improved StyleGAN Embedding: Where are the Good Latents? Peihao Zhu Rameen Abdal Yipeng Qin John C. Femiani Peter Wonka 213 121 0 13 Dec 2020
Learning Energy-Based Models With Adversarial Training Xuwang Yin Shiying Li Gustavo K. Rohde AAML DiffM 167 10 0 11 Dec 2020
Bayesian Image Reconstruction using Deep Generative Models Razvan Marinescu Daniel Moyer Polina Golland OOD DiffM 154 45 0 08 Dec 2020
Data InStance Prior (DISP) in Generative Adversarial Networks Puneet Mangla Nupur Kumari M. Singh Balaji Krishnamurthy V. Balasubramanian GAN 144 10 0 08 Dec 2020
MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs Fangda Han Guoyao Hao Ricardo Guerrero Vladimir Pavlovic GAN 75 8 0 04 Dec 2020
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation Xingran Zhou Bo Zhang Ting Zhang Pan Zhang Jianmin Bao Dong Chen Zhongfei Zhang Fang Wen 3DV 98 7 0 03 Dec 2020
Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics Raghav Kansal Javier Mauricio Duarte B. Orzari T. Tomei M. Pierini M. Touranakou J. Vlimant Dimitrios Gunopoulos GAN 111 24 0 30 Nov 2020
S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation Yan Yang Md Zakir Hossain Tom Gedeon Shafin Rahman CVBM 106 15 0 30 Nov 2020
Image Generators with Conditionally-Independent Pixel SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 Ivan Anokhin K. Demochkin Taras Khakhulin Gleb Sterkin Victor Lempitsky Denis Korzhenkov 164 163 0 27 Nov 2020
Score-Based Generative Modeling through Stochastic Differential EquationsInternational Conference on Learning Representations (ICLR), 2025 Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 700 7,640 0 26 Nov 2020
Generative Layout Modeling using Constraint GraphsIEEE International Conference on Computer Vision (ICCV), 2023 W. Para Paul Guerrero Tom Kelly Leonidas Guibas Peter Wonka 107 75 0 26 Nov 2020
Omni-GAN: On the Secrets of cGANs and BeyondIEEE International Conference on Computer Vision (ICCV), 2023 P. Zhou Lingxi Xie Bingbing Ni Cong Geng Qi Tian GAN 177 22 0 26 Nov 2020
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis P. Katiyar Anna Khoreva 126 4 0 25 Nov 2020
Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data Gerald Baier Antonin Deschemps M. Schmitt Xiangwei Zhu GAN 112 37 0 23 Nov 2020
Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms Xin Ding Student Member Ieee Yongwei Wang Zuheng Xu William J. Welch F. I. Z. Jane Wang GAN VLM 216 33 0 15 Nov 2020
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs Xingang Pan Bo Dai Ziwei Liu Chen Change Loy Ping Luo 3DH 259 113 0 02 Nov 2020
A Contrastive Learning Approach for Training Variational Autoencoder Priors J. Aneja Alex Schwing Jan Kautz Arash Vahdat DRL 258 88 0 06 Oct 2020
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based ModelsInternational Conference on Learning Representations (ICLR), 2025 Zhisheng Xiao Karsten Kreis Jan Kautz Arash Vahdat 205 131 0 01 Oct 2020
ExGAN: Adversarial Generation of Extreme SamplesAAAI Conference on Artificial Intelligence (AAAI), 2024 Siddharth Bhatia Arjit Jain Bryan Hooi 126 50 0 17 Sep 2020
A Systematic Survey of Regularization and Normalization in GANs Ziqiang Li Muhammad Usman Rentuo Tao Pengfei Xia Xintian Wu Huanhuan Chen Bin Li 183 57 0 19 Aug 2020
Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition Taeoh Kim Hyeongmin Lee Myeongah Cho Hankook Lee Dong Heon Cho Sangyoun Lee 122 28 0 13 Aug 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 412 1,165 0 03 Aug 2020
Instance Selection for GANs Terrance Devries M. Drozdzal Graham W. Taylor 139 41 0 30 Jul 2020
Generative Compositional Augmentations for Scene Graph Prediction Boris Knyazev H. D. Vries Cătălina Cangea Graham W. Taylor Aaron Courville Eugene Belilovsky 118 27 0 11 Jul 2020
Denoising Diffusion Probabilistic ModelsNeural Information Processing Systems (NeurIPS), 2025 Jonathan Ho Ajay Jain Pieter Abbeel DiffM 2.3K 21,794 0 19 Jun 2020
Differentiable Augmentation for Data-Efficient GAN TrainingNeural Information Processing Systems (NeurIPS), 2025 Shengyu Zhao Zhijian Liu Ji Lin Jun-Yan Zhu Song Han 343 625 0 18 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 99 32 0 16 Jun 2020
Group Equivariant Generative Adversarial NetworksInternational Conference on Learning Representations (ICLR), 2025 Neel Dey Antong Chen S. Ghafurian GAN 136 33 0 04 May 2020
Robust Generative Adversarial Network Shufei Zhang Zhuang Qian Kaizhu Huang Jimin Xiao Yuan He 104 10 0 28 Apr 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 119 17 0 17 Mar 2020
Improved Consistency Regularization for GANs Zhengli Zhao Sameer Singh Honglak Lee Zizhao Zhang Augustus Odena Han Zhang 176 157 0 11 Feb 2020
Triple Generative Adversarial Networks Chongxuan Li Kun Xu Tianyu Wang Jun Zhu Bo Zhang GAN 108 49 0 20 Dec 2019
A Near-Optimal Gradient Flow for Learning Neural Energy-Based Models Yang Wu Pengxu Wei Liang Lin 238 0 0 31 Oct 2019