A Large-Scale Study on Regularization and Normalization in GANs

12 July 2018

Papers citing "A Large-Scale Study on Regularization and Normalization in GANs"

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Title
Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality Ruijia Zhang Siliang Zeng Chenliang Li Alfredo García Mingyi Hong 62 0 0 22 Mar 2025
SEAL: SEmantic-Augmented Imitation Learning via Language Model Chengyang Gu Yuxin Pan Haotian Bai Hui Xiong Yize Chen 27 0 0 03 Oct 2024
Towards Practical Non-Adversarial Distribution Matching Ziyu Gong Ben Usman Han Zhao David I. Inouye OOD 17 1 0 30 Oct 2023
SatDM: Synthesizing Realistic Satellite Image with Semantic Layout Conditioning using Diffusion Models Ethan Brewer Hamid Askarov Imran Ibrahimli Ismat Bakhishov N. Nabiyev DiffM 11 4 0 28 Sep 2023
Penalty Gradient Normalization for Generative Adversarial Networks Tian Xia GAN 16 1 0 23 Jun 2023
Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees Siliang Zeng Chenliang Li Alfredo García Min-Fong Hong 29 42 0 04 Oct 2022
Regularized Soft Actor-Critic for Behavior Transfer Learning Mingxi Tan Andong Tian Ludovic Denoyer 18 3 0 27 Sep 2022
Cooperative Distribution Alignment via JSD Upper Bound Wonwoong Cho Ziyu Gong David I. Inouye 14 3 0 05 Jul 2022
Adversarial synthesis based data-augmentation for code-switched spoken language identification P. Shastri Chirag Patil Poorval Wanere S. Mahajan Abhishek Bhatt Dr. Hardik Sailor 8 0 0 30 May 2022
RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis Mohammad Esmaeilpour Nourhene Chaalia Adel Abusitta François-Xavier Devailly Wissem Maazoun P. Cardinal GAN 9 2 0 24 May 2022
Sources of Irreproducibility in Machine Learning: A Review Odd Erik Gundersen Kevin Coakley Christine R. Kirkpatrick Yolanda Gil SyDa 19 33 0 15 Apr 2022
A survey on GANs for computer vision: Recent research, analysis and taxonomy Guillermo Iglesias Edgar Talavera Alberto Díaz-Álvarez EGVM AI4TS 10 58 0 21 Mar 2022
Learning Spatially-Adaptive Squeeze-Excitation Networks for Image Synthesis and Image Recognition Jianghao Shen Tianfu Wu ViT 14 0 0 29 Dec 2021
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective Steven Euijong Whang Yuji Roh Hwanjun Song Jae-Gil Lee 11 321 0 13 Dec 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 32 233 0 01 Nov 2021
Iterative Alignment Flows Zeyu Zhou Ziyu Gong Pradeep Ravikumar David I. Inouye OT DRL 9 4 0 15 Apr 2021
PeaceGAN: A GAN-based Multi-Task Learning Method for SAR Target Image Generation with a Pose Estimator and an Auxiliary Classifier Jihyong Oh Munchurl Kim GAN 17 20 0 29 Mar 2021
Deep Consensus Learning Wei Sun Tianfu Wu 21 2 0 15 Mar 2021
Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared Discriminator Rajiv Kumar Rishabh Dabral G. Sivakumar 6 5 0 09 Feb 2021
Generating unseen complex scenes: are we there yet? Arantxa Casanova M. Drozdzal Adriana Romero Soriano 14 13 0 07 Dec 2020
Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM Simulation N. Lawrence Mingren Shen Ruiqing Yin Cloris Feng D. Morgan GAN 11 2 0 29 Oct 2020
Generative Adversarial Networks in Human Emotion Synthesis:A Review Noushin Hajarolasvadi M. A. Ramírez H. Demirel GAN 9 20 0 28 Oct 2020
Self-Imitation Learning for Robot Tasks with Sparse and Delayed Rewards Zhixin Chen Mengxiang Lin 11 5 0 14 Oct 2020
A Systematic Survey of Regularization and Normalization in GANs Ziqiang Li Muhammad Usman Rentuo Tao Pengfei Xia Xintian Wu Huanhuan Chen Bin Li 22 49 0 19 Aug 2020
Bridging Maximum Likelihood and Adversarial Learning via $α$ -Divergence Miaoyun Zhao Yulai Cong Shuyang Dai Lawrence Carin GAN 14 10 0 13 Jul 2020
Efficient Learning of Generative Models via Finite-Difference Score Matching Tianyu Pang Kun Xu Chongxuan Li Yang Song Stefano Ermon Jun Zhu DiffM 15 53 0 07 Jul 2020
Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning Lionel Blondé Pablo Strasser Alexandros Kalousis 17 22 0 28 Jun 2020
Mimicry: Towards the Reproducibility of GAN Research Kwot Sin Lee C. Town OffRL 13 28 0 05 May 2020
Adversarial Latent Autoencoders Stanislav Pidhorskyi Donald Adjeroh Gianfranco Doretto GAN DRL 29 259 0 09 Apr 2020
A U-Net Based Discriminator for Generative Adversarial Networks Edgar Schönfeld Bernt Schiele Anna Khoreva GAN 20 291 0 28 Feb 2020
A Novel Framework for Selection of GANs for an Application Tanya Motwani Manojkumar Somabhai Parmar 16 8 0 20 Feb 2020
Relational Mimic for Visual Adversarial Imitation Learning Lionel Blondé Yichuan Tang Jian Andrew Zhang Russ Webb 17 0 0 18 Dec 2019
Hierarchical Mixtures of Generators for Adversarial Learning Alper Ahmetoglu Ethem Alpaydin GAN 11 5 0 05 Nov 2019
Investigating Under and Overfitting in Wasserstein Generative Adversarial Networks Ben Adlam Charles Weill Amol Kapoor 8 17 0 30 Oct 2019
Semantic Preserving Generative Adversarial Models Shahar Harel Meir Maor A. Ronen GAN 19 0 0 07 Oct 2019
Enhancing high-content imaging for studying microtubule networks at large-scale Hao-Chih Lee S. Cherng Riccardo Miotto J. Dudley 15 5 0 01 Oct 2019
Understanding and Stabilizing GANs' Training Dynamics with Control Theory Kun Xu Chongxuan Li Jun Zhu Bo Zhang GAN 36 10 0 29 Sep 2019
Variational Conditional GAN for Fine-grained Controllable Image Generation Mingqi Hu Deyu Zhou Yulan He DRL 11 6 0 22 Sep 2019
Open Event Extraction from Online Text using a Generative Adversarial Network Rui Wang Deyu Zhou Yulan He 9 42 0 25 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yifan Jiang Zhangyang Wang GAN 27 263 0 11 Aug 2019
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations Wenbin He Junpeng Wang Hanqi Guo Ko-Chih Wang Han-Wei Shen Mukund Raj Y. Nashed Tom Peterka 18 88 0 01 Aug 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 27 90 0 04 Jun 2019
SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards S. Reddy Anca Dragan Sergey Levine OffRL 12 52 0 27 May 2019
Deep Compressed Sensing Yan Wu Mihaela Rosca Timothy Lillicrap GAN 8 162 0 16 May 2019
ReshapeGAN: Object Reshaping by Providing A Single Reference Image Ziqiang Zheng Yang Wu Zhibin Yu Yang Yang Haiyong Zheng T. Kanade GAN 8 0 0 16 May 2019
Label-Noise Robust Multi-Domain Image-to-Image Translation Takuhiro Kaneko Tatsuya Harada 17 3 0 06 May 2019
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders Ari Heljakka Arno Solin Juho Kannala DRL CVBM 19 15 0 12 Apr 2019
Elucidating image-to-set prediction: An analysis of models, losses and datasets Luis Villaseñor-Pineda Amaia Salvador M. Drozdzal Adriana Romero 12 12 0 11 Apr 2019
Conditional Adversarial Generative Flow for Controllable Image Synthesis R. Liu Yu Liu Xinyu Gong Xiaogang Wang Hongsheng Li 19 45 0 03 Apr 2019
From Variational to Deterministic Autoencoders Partha Ghosh Mehdi S. M. Sajjadi Antonio Vergari Michael J. Black Bernhard Schölkopf DRL 17 269 0 29 Mar 2019