Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

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Title
Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion Yuanyuan Yuan Qi Pang Shuai Wang 80 24 0 03 Dec 2021
Panoptic-aware Image-to-Image Translation Liyun Zhang P. Ratsamee Bowen Wang Zhaojie Luo Yuuki Uranishi Manabu Higashida Haruo Takemura 65 3 0 03 Dec 2021
Hamiltonian latent operators for content and motion disentanglement in image sequences Asif Khan Amos Storkey 77 2 0 02 Dec 2021
TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation Tan M. Dinh Rang Nguyen Binh-Son Hua EGVM 52 16 0 02 Dec 2021
FDA-GAN: Flow-based Dual Attention GAN for Human Pose Transfer Liyuan Ma Kejie Huang Dongxu Wei Zhaoyan Ming Haibin Shen 3DH 91 23 0 01 Dec 2021
Convergence of GANs Training: A Game and Stochastic Control Methodology Othmane Mounjid Xin Guo GAN 54 2 0 01 Dec 2021
FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection Nikolaos Dionelis Mehrdad Yaghoobi Sotirios A. Tsaftaris OODD 58 4 0 30 Nov 2021
Generative Convolution Layer for Image Generation Seung-won Park Y. Shin 58 12 0 30 Nov 2021
Anonymization for Skeleton Action Recognition Saemi Moon Myeonghyeon Kim Zhenyue Qin Yang Liu Dongwoo Kim PICV 60 9 0 30 Nov 2021
EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs Guohao Ying Xin He Bin-Bin Gao Bo Han Xiaowen Chu 60 16 0 30 Nov 2021
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis R. Hochstenbach Flavius Frasincar Maria Mihaela Truşcǎ 28 0 0 29 Nov 2021
Expressive Communication: A Common Framework for Evaluating Developments in Generative Models and Steering Interfaces Ryan Louie Jesse Engel Cheng-Zhi Anna Huang 50 9 0 29 Nov 2021
Weakly-supervised Generative Adversarial Networks for medical image classification Jia-min Mao Xuesong Yin Yuan Chang Qi Huang GAN MedIm 42 1 0 29 Nov 2021
LAFITE: Towards Language-Free Training for Text-to-Image Generation Yufan Zhou Ruiyi Zhang Changyou Chen Chunyuan Li Chris Tensmeyer Tong Yu Jiuxiang Gu Jinhui Xu Tong Sun VLM 86 168 0 27 Nov 2021
OmiTrans: generative adversarial networks based omics-to-omics translation framework Xiaoyu Zhang Yike Guo MedIm 65 5 0 27 Nov 2021
Self-supervised Correlation Mining Network for Person Image Generation Zijian Wang Xingqun Qi Kun Yuan Muyi Sun 3DH 101 13 0 26 Nov 2021
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley GAN 103 12 0 26 Nov 2021
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion Chenfei Wu Jian Liang Lei Ji Fan Yang Yuejian Fang Daxin Jiang Nan Duan ViT VGen 77 296 0 24 Nov 2021
Arbitrary Virtual Try-On Network: Characteristics Preservation and Trade-off between Body and Clothing Yu Liu Mingbo Zhao Zhao Zhang Yuping Liu Shuicheng Yan 3DH OOD 65 8 0 24 Nov 2021
PT-VTON: an Image-Based Virtual Try-On Network with Progressive Pose Attention Transfer Hanhan Zhou Tian-Shing Lan Guru Venkataramani 3DH 65 8 0 23 Nov 2021
Explainable Deep Image Classifiers for Skin Lesion Diagnosis C. Metta Andrea Beretta Riccardo Guidotti Yuan Yin Patrick Gallinari S. Rinzivillo F. Giannotti 44 5 0 22 Nov 2021
Backdoor Attack through Frequency Domain Tong Wang Yuan Yao Feng Xu Shengwei An Hanghang Tong Ting Wang AAML 81 35 0 22 Nov 2021
AGA-GAN: Attribute Guided Attention Generative Adversarial Network with U-Net for Face Hallucination Abhishek Srivastava S. Chanda Umapada Pal GAN CVBM 122 10 0 20 Nov 2021
LOLNeRF: Learn from One Look Daniel Rebain Mark J. Matthews K. M. Yi Dmitry Lagun Andrea Tagliasacchi 3DV 89 112 0 19 Nov 2021
DiverGAN: An Efficient and Effective Single-Stage Framework for Diverse Text-to-Image Generation Zhenxing Zhang Lambert Schomaker DiffM 57 24 0 17 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 99 53 0 16 Nov 2021
AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment Kangyeol Kim S. Park Jaeseong Lee Sunghyo Chung Junsoo Lee Jaegul Choo 3DH CVBM 105 15 0 15 Nov 2021
Visual Intelligence through Human Interaction Ranjay Krishna Mitchell L. Gordon Fei-Fei Li Michael S. Bernstein 60 8 0 12 Nov 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data Liming Jiang Bo Dai Wayne Wu Chen Change Loy 137 109 0 12 Nov 2021
Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction Xili Dai Shengbang Tong Mingyang Li Ziyang Wu Michael Psenka ... Pengyuan Zhai Yaodong Yu Xiaojun Yuan Harry Shum Yi-An Ma 104 30 0 12 Nov 2021
Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-based Approaches R. Korbmacher A. Tordeux 95 93 0 11 Nov 2021
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification Yuan Xue Jiarong Ye Qianying Zhou L. R. Long Sameer Kiran Antani Z. Xue Carl Cornwell R. Zaino K. Cheng Xiaolei Huang MedIm 213 106 0 10 Nov 2021
CAESynth: Real-Time Timbre Interpolation and Pitch Control with Conditional Autoencoders Aaron Valero Puche Sukhan Lee 43 1 0 09 Nov 2021
Adversarial sampling of unknown and high-dimensional conditional distributions M. Hassanaly Andrew Glaws Karen Stengel Ryan N. King GAN 73 21 0 08 Nov 2021
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks Vineeth S. Bhaskara Tristan Aumentado-Armstrong Allan D. Jepson Alex Levinshtein GAN 65 5 0 04 Nov 2021
Local-Global MCMC kernels: the best of both worlds S. Samsonov E. Lagutin Marylou Gabrié Alain Durmus A. Naumov Eric Moulines 59 15 0 04 Nov 2021
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation Joachim Nyborg Charlotte Pelletier Sébastien Lefèvre Ira Assent OOD AI4TS 73 42 0 04 Nov 2021
Improving Model Compatibility of Generative Adversarial Networks by Boundary Calibration Si-An Chen Chun-Liang Li Hsuan-Tien Lin GAN 36 0 0 03 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training Minguk Kang Woohyeon Shim Minsu Cho Jaesik Park GAN 96 112 0 01 Nov 2021
A Unified View of cGANs with and without Classifiers Si-An Chen Chun-Liang Li Hsuan-Tien Lin GAN 55 10 0 01 Nov 2021
Pseudo-Spherical Contrastive Divergence Lantao Yu Jiaming Song Yang Song Stefano Ermon 56 7 0 01 Nov 2021
Multivariate rank via entropic optimal transport: sample efficiency and generative modeling Shoaib Bin Masud Matthew Werenski James M. Murphy Shuchin Aeron OT 50 9 0 29 Oct 2021
Improving the quality of generative models through Smirnov transformation Ángel González-Prieto Alberto Mozo Sandra Gómez Canaval Edgar Talavera 53 9 0 29 Oct 2021
Generating synthetic transactional profiles H. Lautraite Patrick Mesana 24 0 0 28 Oct 2021
Extracting Expert's Goals by What-if Interpretable Modeling C. Chang George Adam Rich Caruana Anna Goldenberg OffRL 76 0 0 28 Oct 2021
Fuzzy Generative Adversarial Networks Ryan D. Nguyen S. Singh Rahul Rai GAN 28 3 0 27 Oct 2021
Validation Methods for Energy Time Series Scenarios from Deep Generative Models Eike Cramer L. R. Gorjão Alexander Mitsos B. Schäfer D. Witthaut Manuel Dahmen 41 16 0 27 Oct 2021
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme Shaojie Li Jie Wu Xuefeng Xiao Chia-Wen Lin Xudong Mao Rongrong Ji 104 37 0 27 Oct 2021
Multilayer Lookahead: a Nested Version of Lookahead Denys Pushkin Luis Barba 97 1 0 27 Oct 2021
Training Wasserstein GANs without gradient penalties Dohyun Kwon Yeoneung Kim Guido Montúfar Insoon Yang GAN 52 4 0 27 Oct 2021