Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

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Title
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks Lifu Tu Richard Yuanzhe Pang Kevin Gimpel 34 12 0 07 Nov 2019
This dataset does not exist: training models from generated images Victor Besnier Himalaya Jain Andrei Bursuc Matthieu Cord P. Pérez DD 14 86 0 07 Nov 2019
The sound of my voice: speaker representation loss for target voice separation Seongkyu Mun Soyeon Choe Jaesung Huh Joon Son Chung 17 16 0 06 Nov 2019
GAN-enhanced Conditional Echocardiogram Generation A. Abdi T. Tsang Purang Abolmaesumi GAN MedIm 19 8 0 05 Nov 2019
Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views Anastasiia Doinychko Massih-Reza Amini GAN 11 2 0 05 Nov 2019
Study of Constrained Network Structures for WGANs on Numeric Data Generation Wei Wang Chuang Wang Tao Cui Yuemei Li 21 3 0 05 Nov 2019
Digital phase-only holography using deep conditional generative models Jannes Gladrow 33 2 0 03 Nov 2019
Text-to-image synthesis method evaluation based on visual patterns William Lund Sommer Alexandros Iosifidis EGVM 19 3 0 31 Oct 2019
Conditional Denoising of Remote Sensing Imagery Using Cycle-Consistent Deep Generative Models M. Zotov Jevgenij Gamper DiffM 15 4 0 31 Oct 2019
Investigating Under and Overfitting in Wasserstein Generative Adversarial Networks Ben Adlam Charles Weill Amol Kapoor 24 17 0 30 Oct 2019
On the Benefit of Adversarial Training for Monocular Depth Estimation R. Groenendijk Sezer Karaoglu Theo Gevers Thomas Mensink GAN MDE 28 29 0 29 Oct 2019
Semantic Object Accuracy for Generative Text-to-Image Synthesis Tobias Hinz Stefan Heinrich S. Wermter EGVM 34 158 0 29 Oct 2019
Adversarial Fisher Vectors for Unsupervised Representation Learning Shuangfei Zhai Walter A. Talbott Carlos Guestrin J. Susskind GAN 27 9 0 29 Oct 2019
The Six Fronts of the Generative Adversarial Networks Alceu Bissoto Eduardo Valle Sandra Avila GAN AI4CE 30 18 0 29 Oct 2019
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games Lampros Flokas Emmanouil-Vasileios Vlatakis-Gkaragkounis Georgios Piliouras MLT 29 41 0 28 Oct 2019
A Decentralized Parallel Algorithm for Training Generative Adversarial Nets Mingrui Liu Wei Zhang Youssef Mroueh Xiaodong Cui Jerret Ross Tianbao Yang Payel Das 19 73 0 28 Oct 2019
Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis Shrey Desai Barea M. Sinno Alex Rosenfeld Junyi Jessy Li 17 11 0 28 Oct 2019
Generative Well-intentioned Networks J. Cosentino Jun Zhu AI4CE 22 2 0 28 Oct 2019
Consistency Regularization for Generative Adversarial Networks Han Zhang Zizhao Zhang Augustus Odena Honglak Lee GAN 36 284 0 26 Oct 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 20 119 0 25 Oct 2019
Seeing What a GAN Cannot Generate David Bau Jun-Yan Zhu Jonas Wulff William S. Peebles Hendrik Strobelt Bolei Zhou Antonio Torralba GAN 48 308 0 24 Oct 2019
Pun-GAN: Generative Adversarial Network for Pun Generation Jianyu Wang Shunyao Li Pengcheng Yang Lei li Baobao Chang Zhifang Sui Xu Sun GAN 13 28 0 24 Oct 2019
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Fabio Pizzati Raoul de Charette Michela Zaccaria Pietro Cerri 34 75 0 23 Oct 2019
Unsupervised Dual Adversarial Learning for Anomaly Detection in Colonoscopy Video Frames Yuyuan Liu Yu Tian Gabriel Maicas L. Pu Rajvinder Singh Johan Verjans G. Carneiro GAN MedIm 15 20 0 23 Oct 2019
Establishing an Evaluation Metric to Quantify Climate Change Image Realism Sharon Zhou A. Luccioni Gautier Cosne Michael S. Bernstein Yoshua Bengio 23 8 0 22 Oct 2019
CycleGAN Voice Conversion of Spectral Envelopes using Adversarial Weights Rafael Ferro Nicolas Obin Axel Roebel 11 0 0 22 Oct 2019
Bridging the Gap Between $f$ -GANs and Wasserstein GANs Jiaming Song Stefano Ermon 30 40 0 22 Oct 2019
A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis Jorge Agnese Jonathan Herrera Haicheng Tao Xingquan Zhu EGVM 39 102 0 21 Oct 2019
Mining GOLD Samples for Conditional GANs Sangwoo Mo Chiheon Kim Sungwoong Kim Minsu Cho Jinwoo Shin GAN AI4CE 35 20 0 21 Oct 2019
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN) Petru Soviany Claudiu Ardei Radu Tudor Ionescu Marius Leordeanu GAN 27 48 0 20 Oct 2019
Learning GANs and Ensembles Using Discrepancy Ben Adlam Corinna Cortes M. Mohri Ningshan Zhang 14 5 0 20 Oct 2019
LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network Yuhang Li Xiao Chen Feng Wu Zhengjun Zha CVBM GAN 27 65 0 20 Oct 2019
Component Attention Guided Face Super-Resolution Network: CAGFace Ratheesh Kalarot Tao Li Fatih Porikli CVBM SupR 23 36 0 19 Oct 2019
Semi-supervised Learning using Adversarial Training with Good and Bad Samples Wenyuan Li Zichen Wang Yuguang Yue Jiayun Li W. Speier Mingyuan Zhou C. Arnold GAN 21 22 0 18 Oct 2019
Predicting retrosynthetic pathways using a combined linguistic model and hyper-graph exploration strategy P. Schwaller Riccardo Petraglia Valerio Zullo Vishnu H. Nair Rico Häuselmann Riccardo Pisoni C. Bekas A. Iuliano Teodoro Laino 22 17 0 17 Oct 2019
Learning Energy-Based Models in High-Dimensional Spaces with Multi-scale Denoising Score Matching Zengyi Li Yubei Chen Friedrich T. Sommer DiffM 13 27 0 17 Oct 2019
Discriminator optimal transport A. Tanaka OT 29 54 0 15 Oct 2019
SafeCritic: Collision-Aware Trajectory Prediction T. V. D. Heiden N. S. Nagaraja Christian Weiss E. Gavves AAML 47 20 0 15 Oct 2019
Implicit competitive regularization in GANs Florian Schäfer Hongkai Zheng Anima Anandkumar GAN 16 35 0 13 Oct 2019
Image Generation and Recognition (Emotions) Hanne Carlsson D. Kollias GAN 36 0 0 13 Oct 2019
Illegible Text to Readable Text: An Image-to-Image Transformation using Conditional Sliced Wasserstein Adversarial Networks Mostafa Karimi Gopalkrishna Veni Yen-Yun Yu GAN 24 5 0 11 Oct 2019
Aff-Wild Database and AffWildNet Mengyao Liu D. Kollias CVBM 28 4 0 11 Oct 2019
Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning Yue Gao Yuan Guo Zheng Lian Yingmin Tang Jianguo Xiao GAN 40 101 0 11 Oct 2019
A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddings Qi Li Long Mai Michael A. Alcorn Anh Totti Nguyen 52 6 0 10 Oct 2019
A Generative Approach Towards Improved Robotic Detection of Marine Litter Jungseok Hong Michael Fulton Junaed Sattar 25 22 0 10 Oct 2019
Prescribed Generative Adversarial Networks Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei Michalis K. Titsias GAN DRL 32 61 0 09 Oct 2019
Explaining image classifiers by removing input features using generative models Chirag Agarwal Anh Totti Nguyen FAtt 28 15 0 09 Oct 2019
Improving Password Guessing via Representation Learning Dario Pasquini Ankit Gangwal G. Ateniese M. Bernaschi Mauro Conti OOD 24 72 0 09 Oct 2019
Text-to-Image Synthesis Based on Machine Generated Captions Marco Menardi Alex Falcon Saida S. Mohamed Lorenzo Seidenari G. Serra A. Bimbo C. Tasso 33 0 0 09 Oct 2019
Searching for an (un)stable equilibrium: experiments in training generative models without data Terence Broad M. Grierson 28 3 0 06 Oct 2019