Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

Papers citing "Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks"

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Title
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 38 821 0 20 Jan 2020
Motion Classification using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures B. Erol S. Gurbuz M. Amin 16 64 0 19 Jan 2020
Exploiting Semantics for Face Image Deblurring Ziyi Shen Wei-Sheng Lai Tingfa Xu Jan Kautz Ming-Hsuan Yang CVBM 27 33 0 19 Jan 2020
Improving GANs for Speech Enhancement Huy P Phan Ian Mcloughlin L. D. Pham Oliver Y. Chén P. Koch M. D. Vos Alfred Mertins 25 115 0 15 Jan 2020
CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation Kancharagunta Kishan Babu S. Dubey GAN 25 21 0 15 Jan 2020
Neural Human Video Rendering by Learning Dynamic Textures and Rendering-to-Video Translation Lingjie Liu Weipeng Xu Marc Habermann Michael Zollhoefer Florian Bernard Hyeongwoo Kim Wenping Wang Christian Theobalt 3DH 19 20 0 14 Jan 2020
Understanding and mitigating gradient pathologies in physics-informed neural networks Sizhuang He Yujun Teng P. Perdikaris AI4CE PINN 42 290 0 13 Jan 2020
Towards GAN Benchmarks Which Require Generalization Ishaan Gulrajani Colin Raffel Luke Metz 24 57 0 10 Jan 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 27 40 0 06 Jan 2020
A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis Arnab Karmakar Deepak Mishra 3DH 48 6 0 05 Jan 2020
Biologically-Motivated Deep Learning Method using Hierarchical Competitive Learning T. Shinozaki SSL 16 2 0 04 Jan 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 37 81 0 02 Jan 2020
Automated Testing for Deep Learning Systems with Differential Behavior Criteria Yuan Gao Yiqiang Han 17 2 0 31 Dec 2019
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 40 815 0 31 Dec 2019
Very Long Natural Scenery Image Prediction by Outpainting Zongxin Yang Jian Dong Ping Liu Yi Yang Shuicheng Yan 21 86 0 29 Dec 2019
SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss Functions A. Heydari Craig Thompson A. Mehmood 32 59 0 27 Dec 2019
DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier Sravanti Addepalli Gaurav Kumar Nayak Anirban Chakraborty R. Venkatesh Babu 30 36 0 27 Dec 2019
Learning Representations by Maximizing Mutual Information in Variational Autoencoders Ali Lotfi-Rezaabad S. Vishwanath DRL SSL 22 39 0 21 Dec 2019
DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration Wenxiao Wang Shuai Zhao Minghao Chen Jinming Hu Deng Cai Haifeng Liu 29 35 0 21 Dec 2019
Locality and compositionality in zero-shot learning Tristan Sylvain Linda Petrini R. Devon Hjelm 24 56 0 20 Dec 2019
Triple Generative Adversarial Networks Chongxuan Li Kun Xu Jiashuo Liu Jun Zhu Bo Zhang GAN 36 41 0 20 Dec 2019
Optimization for deep learning: theory and algorithms Ruoyu Sun ODL 32 168 0 19 Dec 2019
Lower Dimensional Kernels for Video Discriminators Emmanuel Kahembwe S. Ramamoorthy 32 50 0 18 Dec 2019
Disentanglement based Active Learning S. SilpaV K. Adarsh S. Sumitra DRL 21 0 0 15 Dec 2019
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection Zhe Chen Wanli Ouyang Tongliang Liu Dacheng Tao ViT 24 22 0 15 Dec 2019
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 31 80 0 15 Dec 2019
Phase Retrieval Using Conditional Generative Adversarial Networks Tobias Uelwer Alexander Oberstrass Stefan Harmeling GAN 30 25 0 10 Dec 2019
Bias Remediation in Driver Drowsiness Detection systems using Generative Adversarial Networks Mkhuseli Ngxande J. Tapamo Michael G. Burke 35 38 0 10 Dec 2019
Cross-Resolution Learning for Face Recognition F. V. Massoli Giuseppe Amato Fabrizio Falchi SupR CVBM 27 70 0 05 Dec 2019
Label-Consistent Backdoor Attacks Alexander Turner Dimitris Tsipras Aleksander Madry AAML 11 383 0 05 Dec 2019
Orthogonal Wasserstein GANs J. Müller Reinhard Klein Michael Weinmann 52 9 0 29 Nov 2019
CG-GAN: An Interactive Evolutionary GAN-based Approach for Facial Composite Generation) N. Zaltron Luisa Zurlo S. Risi GAN CVBM 22 28 0 28 Nov 2019
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models Giannis Daras Augustus Odena Han Zhang A. Dimakis 35 55 0 27 Nov 2019
Image2StyleGAN++: How to Edit the Embedded Images? Rameen Abdal Yipeng Qin Peter Wonka 28 553 0 26 Nov 2019
Semantic Bottleneck Scene Generation S. Azadi Michael Tschannen Eric Tzeng Sylvain Gelly Trevor Darrell Mario Lucic 21 29 0 26 Nov 2019
Super-Resolution for Practical Automated Plant Disease Diagnosis System Q. H. Cap Hiroki Tani H. Uga S. Kagiwada Hitoshi Iyatomi 19 9 0 26 Nov 2019
Neural Network Memorization Dissection Jindong Gu Volker Tresp FedML 17 12 0 21 Nov 2019
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis Ceyuan Yang Yujun Shen Bolei Zhou GAN 35 201 0 21 Nov 2019
Self-supervised Learning of 3D Objects from Natural Images Hiroharu Kato Tatsuya Harada 34 7 0 20 Nov 2019
Attention Guided Anomaly Localization in Images Shashanka Venkataramanan Kuan-Chuan Peng Rajat Vikram Singh Abhijit Mahalanobis 30 22 0 19 Nov 2019
Live Face De-Identification in Video Oran Gafni Lior Wolf Yaniv Taigman CVBM PICV 35 134 0 19 Nov 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition Satoshi Tsutsui Yanwei Fu David J. Crandall 16 37 0 17 Nov 2019
Effectively Unbiased FID and Inception Score and where to find them Min Jin Chong David A. Forsyth EGVM 13 200 0 16 Nov 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Linxiao Yang Ngai-man Cheung SSL GAN 23 60 0 16 Nov 2019
Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs Jung-Woo Chang Saehyun Ahn Keon-Woo Kang Suk-ju Kang 19 15 0 15 Nov 2019
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events Sharaj Panwar P. Rad T. Jung Yufei Huang GAN 37 51 0 11 Nov 2019
Modeling Feature Representations for Affective Speech using Generative Adversarial Networks Saurabh Sahu Rahul Gupta C. Espy-Wilson GAN 24 15 0 31 Oct 2019
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators Reinhard Heckel Mahdi Soltanolkotabi DiffM 37 81 0 31 Oct 2019
Cross-Domain Face Synthesis using a Controllable GAN F. Mokhayeri K. Kamali Eric Granger CVBM 33 17 0 31 Oct 2019
Robust and Computationally-Efficient Anomaly Detection using Powers-of-Two Networks Usama Muneeb Erdem Koyuncu Yasaman Keshtkarjahromi H. Seferoglu M. F. Erden Ahmet Enis Cetin 26 6 0 30 Oct 2019