Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 1,947 papers shown

Title
On Convergence and Stability of GANs Naveen Kodali Jacob D. Abernethy James Hays Z. Kira GAN 22 87 0 19 May 2017
Deep De-Aliasing for Fast Compressive Sensing MRI Simiao Yu Hao Dong Guang Yang Greg Slabaugh Pier Luigi Dragotti ... Fangde Liu Simon Arridge J. Keegan D. Firmin Yike Guo MedIm OOD 29 58 0 19 May 2017
Gradient Estimators for Implicit Models Yingzhen Li Richard Turner 35 104 0 19 May 2017
Pixel Deconvolutional Networks Hongyang Gao Hao Yuan Zhengyang Wang Shuiwang Ji SSeg 19 46 0 18 May 2017
Real-Time Adaptive Image Compression Oren Rippel Lubomir D. Bourdev 19 559 0 16 May 2017
Comparison of Maximum Likelihood and GAN-based training of Real NVPs Ivo Danihelka Balaji Lakshminarayanan Benigno Uria Daan Wierstra Peter Dayan GAN 24 53 0 15 May 2017
Evaluating vector-space models of analogy Dawn Chen Joshua C. Peterson Thomas Griffiths 14 48 0 12 May 2017
Net2Vec: Deep Learning for the Network Roberto Gonzalez Filipe Manco Alberto García-Durán Jose Mendes Felipe Huici S. Niccolini Mathias Niepert 3DH GNN 17 23 0 10 May 2017
Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN Hyeungill Lee Sungyeob Han Jungwoo Lee AAML GAN 8 149 0 09 May 2017
Geometric GAN Jae Hyun Lim J. C. Ye GAN 26 516 0 08 May 2017
Accelerating Science with Generative Adversarial Networks: An Application to 3D Particle Showers in Multi-Layer Calorimeters Michela Paganini Luke de Oliveira Benjamin Nachman AI4CE 19 221 0 05 May 2017
Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation Yushen Chen Chunhua Shen Xiu-Shen Wei Lingqiao Liu Jian Yang GAN 22 322 0 30 Apr 2017
Generative Modeling with Conditional Autoencoders: Building an Integrated Cell Gregory R. Johnson Rory M. Donovan-Maiye M. Maleckar MedIm 29 36 0 28 Apr 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 35 349 0 28 Apr 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 28 341 0 27 Apr 2017
Deep Cross-Modal Audio-Visual Generation Lele Chen Sudhanshu Srivastava Z. Duan Chenliang Xu 33 221 0 26 Apr 2017
Towards Large-Pose Face Frontalization in the Wild Xi Yin Xiang Yu Kihyuk Sohn Xiaoming Liu Manmohan Chandraker CVBM 3DH 35 316 0 20 Apr 2017
Learning Latent Representations for Speech Generation and Transformation Wei-Ning Hsu Yu Zhang James R. Glass DRL BDL SSL 26 145 0 13 Apr 2017
On the Effects of Batch and Weight Normalization in Generative Adversarial Networks Sitao Xiang Hao Li GAN 35 83 0 13 Apr 2017
Multi-Agent Diverse Generative Adversarial Networks Arna Ghosh Viveka Kulharia Vinay P. Namboodiri Philip Torr P. Dokania GAN 25 304 0 10 Apr 2017
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images L. Hou Vu Nguyen Dimitris Samaras Tahsin M. Kurc Yi Gao Tianhao Zhao Joel H. Saltz MedIm 35 143 0 03 Apr 2017
Unsupervised Holistic Image Generation from Key Local Patches Donghoon Lee Sangdoo Yun Sungjoon Choi Hwiyeon Yoo Ming-Hsuan Yang Songhwai Oh GAN 32 11 0 31 Mar 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 35 223 0 30 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 61 5,552 0 30 Mar 2017
Scaling the Scattering Transform: Deep Hybrid Networks Edouard Oyallon Eugene Belilovsky Sergey Zagoruyko 28 157 0 27 Mar 2017
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays Wei-Ming Dai Joseph Doyle Xiaodan Liang Zeya Wang Nanqing Dong Huatian Zhang Eric Xing MedIm 31 170 0 26 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending Huikai Wu Shuai Zheng Junge Zhang Kaiqi Huang GAN 30 255 0 21 Mar 2017
Deep generative-contrastive networks for facial expression recognition Youngsung Kim ByungIn Yoo Youngjun Kwak Changkyu Choi Junmo Kim CVBM 24 89 0 21 Mar 2017
Active Decision Boundary Annotation with Deep Generative Models Miriam W. Huijser Jan van Gemert 22 46 0 20 Mar 2017
Multi-style Generative Network for Real-time Transfer Hang Zhang Kristin J. Dana 23 280 0 20 Mar 2017
I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation Hao Dong Jingqing Zhang Douglas McIlwraith Yike Guo 35 58 0 20 Mar 2017
Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery T. Schlegl Philipp Seeböck S. Waldstein U. Schmidt-Erfurth Georg Langs MedIm GAN 45 2,211 0 17 Mar 2017
Learning Robust Visual-Semantic Embeddings Yao-Hung Hubert Tsai Liang-Kang Huang Ruslan Salakhutdinov SSL AI4TS 27 166 0 17 Mar 2017
Steganographic Generative Adversarial Networks Denis Volkhonskiy Ivan Nazarov Evgeny Burnaev GAN 37 214 0 16 Mar 2017
Learning to Discover Cross-Domain Relations with Generative Adversarial Networks Taeksoo Kim Moonsu Cha Hyunsoo Kim Jung Kwon Lee Jiwon Kim GAN OOD 57 1,973 0 15 Mar 2017
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets Zhen-Le Yang Wei Chen Feng Wang Bo Xu GAN AI4CE 36 169 0 15 Mar 2017
SurfNet: Generating 3D shape surfaces using deep residual networks Ayan Sinha Asim Unmesh Qi-Xing Huang K. Ramani 21 179 0 12 Mar 2017
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks Umut Güçlü Yağmur Güçlütürk Meysam Madadi Sergio Escalera Xavier Baro Jordi Gonzalez R. Lier Marcel van Gerven CVBM GAN SSeg 38 19 0 09 Mar 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 17 286 0 08 Mar 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 42 449 0 07 Mar 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 61 984 0 02 Mar 2017
On the Reconstruction of Face Images from Deep Face Templates Guangcan Mai Kai Cao Pong C. Yuen Anil K. Jain 3DH CVBM 32 182 0 02 Mar 2017
Generating Steganographic Images via Adversarial Training Jamie Hayes G. Danezis AAML GAN 27 275 0 01 Mar 2017
Hierarchical Implicit Models and Likelihood-Free Variational Inference Dustin Tran Rajesh Ranganath David M. Blei VLM GAN 30 100 0 28 Feb 2017
Towards Deeper Understanding of Variational Autoencoding Models Shengjia Zhao Jiaming Song Stefano Ermon DRL 33 155 0 28 Feb 2017
Boundary-Seeking Generative Adversarial Networks R. Devon Hjelm Athul Paul Jacob Tong Che Adam Trischler Kyunghyun Cho Yoshua Bengio GAN 23 170 0 27 Feb 2017
Generative Adversarial Active Learning Jia Jie Zhu José Bento GAN 16 183 0 25 Feb 2017
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Briland Hitaj G. Ateniese Fernando Perez-Cruz FedML 55 1,378 0 24 Feb 2017
Precise Recovery of Latent Vectors from Generative Adversarial Networks Zachary Chase Lipton Subarna Tripathi GAN 36 206 0 15 Feb 2017
One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network Vedran Vukotic S. Pintea C. Raymond G. Gravier Jan van Gemert 26 46 0 14 Feb 2017