Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 2,063 papers shown

Title
Small-GAN: Speeding Up GAN Training Using Core-sets Samarth Sinha Hang Zhang Anirudh Goyal Yoshua Bengio Hugo Larochelle Augustus Odena GAN 38 72 0 29 Oct 2019
On the Benefit of Adversarial Training for Monocular Depth Estimation R. Groenendijk Sezer Karaoglu Theo Gevers Thomas Mensink GAN MDE 12 29 0 29 Oct 2019
Adversarial Fisher Vectors for Unsupervised Representation Learning Shuangfei Zhai Walter A. Talbott Carlos Guestrin J. Susskind GAN 22 9 0 29 Oct 2019
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs Liu Yang Sean Treichler Thorsten Kurth Keno Fischer D. Barajas-Solano ... Valentin Churavy A. Tartakovsky Michael Houston P. Prabhat George Karniadakis AI4CE 47 38 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 26 41 0 28 Oct 2019
Few-shot Video-to-Video Synthesis Ting-Chun Wang Ming Liu Andrew Tao Guilin Liu Jan Kautz Bryan Catanzaro DiffM VGen 53 367 0 28 Oct 2019
FontGAN: A Unified Generative Framework for Chinese Character Stylization and De-stylization Xiyan Liu Gaofeng Meng Shiming Xiang Chunhong Pan 37 5 0 28 Oct 2019
Wavelets to the Rescue: Improving Sample Quality of Latent Variable Deep Generative Models P. Gyawali Rudra Saha Linwei Wang V. Veeravasarapu M. Singh DiffM DRL 33 0 0 26 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
Deep generative model-driven multimodal prostate segmentation in radiotherapy K. Girum G. Créhange Raabid Hussain P. Walker A. Lalande GAN MedIm 25 9 0 23 Oct 2019
Region Based Adversarial Synthesis of Facial Action Units Zhilei Liu Diyi Liu Yunpeng Wu GAN CVBM 22 14 0 23 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
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
Full-Scale Continuous Synthetic Sonar Data Generation with Markov Conditional Generative Adversarial Networks Marija Jegorova Antti Ilari Karjalainen Jose Vazquez Timothy Hospedales 8 12 0 15 Oct 2019
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment Guanán Wang Tianzhu Zhang Jian Cheng Si Liu Yang Yang Zeng-Huang Hou GAN 21 357 0 13 Oct 2019
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images Jerry W. Wei A. Suriawinata L. Vaickus Bing Ren Xiaoying Liu Jason W. Wei Saeed Hassanpour GAN MedIm 27 72 0 13 Oct 2019
Complement Face Forensic Detection and Localization with FacialLandmarks Kritaphat Songsri-in S. Zafeiriou CVBM 22 31 0 12 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 22 5 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 38 101 0 11 Oct 2019
Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs) Cheng He Shihua Huang Ran Cheng Kay Chen Tan Yaochu Jin GAN 8 122 0 11 Oct 2019
Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation Y. Xing Z. Ge Rui Zeng Dwarikanath Mahapatra J. Seah M. Law Tom Drummond GAN LM&MA MedIm 8 30 0 11 Oct 2019
Demon: Improved Neural Network Training with Momentum Decay John Chen Cameron R. Wolfe Zhaoqi Li Anastasios Kyrillidis ODL 24 15 0 11 Oct 2019
Practical License Plate Recognition in Unconstrained Surveillance Systems with Adversarial Super-Resolution Younkwan Lee Jiwon Jun Yoojin Hong M. Jeon 27 15 0 10 Oct 2019
Prescribed Generative Adversarial Networks Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei Michalis K. Titsias GAN DRL 27 61 0 09 Oct 2019
Improving Password Guessing via Representation Learning Dario Pasquini Ankit Gangwal G. Ateniese M. Bernaschi Mauro Conti OOD 19 71 0 09 Oct 2019
How Well Do WGANs Estimate the Wasserstein Metric? Anton Mallasto Guido Montúfar Augusto Gerolin 30 25 0 09 Oct 2019
Semantic-aware Image Deblurring Fuhai Chen Rongrong Ji Chengpeng Dai Xiaoshuai Sun Chia-Wen Lin Jiayi Ji Baochang Zhang Feiyue Huang Liujuan Cao BDL VLM 25 6 0 09 Oct 2019
ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric Turbulence Chun Pong Lau Hossein Souri Rama Chellappa CVBM 28 30 0 07 Oct 2019
FastEstimator: A Deep Learning Library for Fast Prototyping and Productization Xiaomeng Dong Junpyo Hong Hsi-Ming Chang Michael Potter Aritra Chowdhury ... Rajesh Tamada Gaurav Kumar Caroline Favart V. R. Saripalli Gopal Avinash 21 2 0 07 Oct 2019
Soft-Label Dataset Distillation and Text Dataset Distillation Ilia Sucholutsky Matthias Schonlau DD 33 132 0 06 Oct 2019
Time-Dependent Deep Image Prior for Dynamic MRI Mikhail O. Chekanov Kyong Hwan Jin Harshit Gupta Jerome Yerly M. Stuber M. Unser MedIm 14 153 0 03 Oct 2019
Incremental learning for the detection and classification of GAN-generated images Francesco Marra Cristiano Saltori G. Boato Luisa Verdoliva 27 129 0 03 Oct 2019
CNN-based Semantic Segmentation using Level Set Loss Youngeun Kim Seunghyeon Kim Taekyung Kim Changick Kim SSeg 42 56 0 02 Oct 2019
On the estimation of the Wasserstein distance in generative models Thomas Pinetz Daniel Soukup Thomas Pock GAN 27 9 0 02 Oct 2019
Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward Daniel de Souza Severo Flávio Amaro Estevam R. Hruschka André Soares de Moura Costa CML 18 4 0 02 Oct 2019
A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark Xiaohua Zhai J. Puigcerver Alexander Kolesnikov P. Ruyssen C. Riquelme ... Michael Tschannen Marcin Michalski Olivier Bousquet Sylvain Gelly N. Houlsby SSL 30 426 0 01 Oct 2019
Stabilizing Generative Adversarial Networks: A Survey Maciej Wiatrak Stefano V. Albrecht A. Nystrom GAN 29 84 0 30 Sep 2019
Counterfactual States for Atari Agents via Generative Deep Learning Matthew Lyle Olson Lawrence Neal Fuxin Li Weng-Keen Wong CML 21 29 0 27 Sep 2019
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis Atsuhiro Noguchi Tatsuya Harada GAN 37 30 0 27 Sep 2019
Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding Qingyang Tan Zherong Pan Lin Gao Tianyi Zhou AI4CE 19 22 0 26 Sep 2019
Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition H. Nazki Sook Yoon A. Fuentes D. Park GAN MedIm 27 152 0 26 Sep 2019
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini OOD 24 53 0 26 Sep 2019
Explicitly disentangling image content from translation and rotation with spatial-VAE Tristan Bepler Ellen D. Zhong Kotaro Kelley E. Brignole Bonnie Berger CoGe DRL 27 74 0 25 Sep 2019
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Viet Quoc Pham Cu Nguyen 31 433 0 25 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 51 349 0 25 Sep 2019
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training Chunpeng Wu W. Wen Yiran Chen H. Li GAN 30 2 0 25 Sep 2019
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation Arna Ghosh Richard Y. Zhang P. Dokania Oliver Wang Alexei A. Efros Philip Torr Eli Shechtman VLM DiffM 27 130 0 24 Sep 2019
Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space with Softplus Loss Xin Ding Z. Jane Wang William J. Welch 21 18 0 24 Sep 2019