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Unsupervised Representation Learning with Deep Convolutional Generative
  Adversarial Networks

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015
Alec Radford
Luke Metz
Soumith Chintala
    GAN
    OOD
ArXivPDFHTML

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

50 / 1,757 papers shown
Title
Retinal Vessel Segmentation in Fundoscopic Images with Generative
  Adversarial Networks
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks
Jaemin Son
S. Park
Kyu-Hwan Jung
GAN
MedIm
15
159
0
28 Jun 2017
Neural Machine Translation with Gumbel-Greedy Decoding
Neural Machine Translation with Gumbel-Greedy Decoding
Jiatao Gu
Daniel Jiwoong Im
V. Li
17
35
0
22 Jun 2017
Learning Efficient Point Cloud Generation for Dense 3D Object
  Reconstruction
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction
Chen-Hsuan Lin
Chen Kong
Simon Lucey
3DV
29
421
0
21 Jun 2017
Cross-language Learning with Adversarial Neural Networks: Application to
  Community Question Answering
Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering
Chenyu You
Preslav Nakov
Lluís Màrquez i Villodre
Israa Jaradat
161
52
0
21 Jun 2017
Variational Approaches for Auto-Encoding Generative Adversarial Networks
Variational Approaches for Auto-Encoding Generative Adversarial Networks
Mihaela Rosca
Balaji Lakshminarayanan
David Warde-Farley
S. Mohamed
DRL
GAN
25
263
0
15 Jun 2017
Gradient descent GAN optimization is locally stable
Gradient descent GAN optimization is locally stable
Vaishnavh Nagarajan
J. Zico Kolter
GAN
43
348
0
13 Jun 2017
Video Imagination from a Single Image with Transformation Generation
Video Imagination from a Single Image with Transformation Generation
Baoyang Chen
Wenmin Wang
Jinzhuo Wang
Xiongtao Chen
EGVM
VGen
24
50
0
13 Jun 2017
Adversarial Network Bottleneck Features for Noise Robust Speaker
  Verification
Adversarial Network Bottleneck Features for Noise Robust Speaker Verification
Hong Yu
Zheng-Hua Tan
Zhanyu Ma
Jun Guo
AAML
20
33
0
11 Jun 2017
CosmoGAN: creating high-fidelity weak lensing convergence maps using
  Generative Adversarial Networks
CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks
M. Mustafa
Deborah Bard
W. Bhimji
Z. Lukić
Rami Al-Rfou
J. Kratochvil
GAN
19
123
0
07 Jun 2017
Synthesizing Filamentary Structured Images with GANs
Synthesizing Filamentary Structured Images with GANs
He Zhao
Huiqi Li
Li Cheng
GAN
MedIm
30
26
0
07 Jun 2017
SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image
  Segmentation
SegAN: Adversarial Network with Multi-scale L1L_1L1​ Loss for Medical Image Segmentation
Yuan Xue
Tao Xu
Han Zhang
L. R. Long
Xiaolei Huang
MedIm
GAN
24
541
0
06 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning
  to a Generative Visual Dialog Model
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model
Jiasen Lu
A. Kannan
Jianwei Yang
Devi Parikh
Dhruv Batra
BDL
29
136
0
05 Jun 2017
Learning by Association - A versatile semi-supervised training method
  for neural networks
Learning by Association - A versatile semi-supervised training method for neural networks
Philip Häusser
A. Mordvintsev
Daniel Cremers
BDL
25
121
0
03 Jun 2017
On Unifying Deep Generative Models
On Unifying Deep Generative Models
Zhiting Hu
Zichao Yang
Ruslan Salakhutdinov
Eric P. Xing
DRL
GAN
41
127
0
02 Jun 2017
Depth Structure Preserving Scene Image Generation
Wendong Zhang
Bingbing Ni
Yichao Yan
Jingwei Xu
Xiaokang Yang
GAN
35
4
0
01 Jun 2017
Representation Learning by Rotating Your Faces
Representation Learning by Rotating Your Faces
Luan Tran
Xi Yin
Xiaoming Liu
CVBM
GAN
23
140
0
31 May 2017
Adversarial Ranking for Language Generation
Adversarial Ranking for Language Generation
Kevin Qinghong Lin
Dianqi Li
Xiaodong He
Zhengyou Zhang
Ming-Ting Sun
GAN
26
331
0
31 May 2017
The Numerics of GANs
The Numerics of GANs
L. Mescheder
Sebastian Nowozin
Andreas Geiger
GAN
43
455
0
30 May 2017
Attribute-Guided Face Generation Using Conditional CycleGAN
Attribute-Guided Face Generation Using Conditional CycleGAN
Yongyi Lu
Yu-Wing Tai
Chi-Keung Tang
GAN
CVBM
31
78
0
28 May 2017
Pose Guided Person Image Generation
Pose Guided Person Image Generation
Liqian Ma
Xu Jia
Qianru Sun
Bernt Schiele
Tinne Tuytelaars
Luc Van Gool
GAN
25
815
0
25 May 2017
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in
  Generative Models
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models
Aditya Grover
Manik Dhar
Stefano Ermon
GAN
39
24
0
24 May 2017
Continual Learning in Generative Adversarial Nets
Continual Learning in Generative Adversarial Nets
Ari Seff
Alex Beatson
Daniel Suo
Han Liu
GAN
11
131
0
23 May 2017
Semantically Decomposing the Latent Spaces of Generative Adversarial
  Networks
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
Chris Donahue
Zachary Chase Lipton
Akshay Balsubramani
Julian McAuley
GAN
35
120
0
22 May 2017
Stabilizing GAN Training with Multiple Random Projections
Stabilizing GAN Training with Multiple Random Projections
Behnam Neyshabur
Srinadh Bhojanapalli
Ayan Chakrabarti
10
82
0
22 May 2017
On Convergence and Stability of GANs
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
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
Pixel Deconvolutional Networks
Pixel Deconvolutional Networks
Hongyang Gao
Hao Yuan
Zhengyang Wang
Shuiwang Ji
SSeg
19
46
0
18 May 2017
Real-Time Adaptive Image Compression
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
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
Net2Vec: Deep Learning for the Network
Net2Vec: Deep Learning for the Network
Roberto Gonzalez
Filipe Manco
Alberto García-Durán
Jose Mendes
Felipe Huici
S. Niccolini
Mathias Niepert
3DH
GNN
9
23
0
10 May 2017
Generative Adversarial Trainer: Defense to Adversarial Perturbations
  with GAN
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
Geometric GAN
Jae Hyun Lim
J. C. Ye
GAN
23
515
0
08 May 2017
Adversarial PoseNet: A Structure-aware Convolutional Network for Human
  Pose Estimation
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
Generative Modeling with Conditional Autoencoders: Building an Integrated Cell
Gregory R. Johnson
Rory M. Donovan-Maiye
M. Maleckar
MedIm
21
36
0
28 Apr 2017
The Pose Knows: Video Forecasting by Generating Pose Futures
The Pose Knows: Video Forecasting by Generating Pose Futures
Jacob Walker
Kenneth Marino
Abhinav Gupta
M. Hebert
35
348
0
28 Apr 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters
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
Deep Cross-Modal Audio-Visual Generation
Lele Chen
Sudhanshu Srivastava
Z. Duan
Chenliang Xu
30
221
0
26 Apr 2017
Towards Large-Pose Face Frontalization in the Wild
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
Learning Latent Representations for Speech Generation and Transformation
Wei-Ning Hsu
Yu Zhang
James R. Glass
DRL
BDL
SSL
18
145
0
13 Apr 2017
Multi-Agent Diverse Generative Adversarial Networks
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
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
29
143
0
03 Apr 2017
Unsupervised Holistic Image Generation from Key Local Patches
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
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
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Jun-Yan Zhu
Taesung Park
Phillip Isola
Alexei A. Efros
GAN
61
5,553
0
30 Mar 2017
Scaling the Scattering Transform: Deep Hybrid Networks
Scaling the Scattering Transform: Deep Hybrid Networks
Edouard Oyallon
Eugene Belilovsky
Sergey Zagoruyko
20
157
0
27 Mar 2017
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in
  Chest X-rays
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays
Wei-Ming Dai
Joseph Doyle
Xiaodan Liang
Zeya Wang
Nanqing Dong
Huan Zhang
Eric P. Xing
MedIm
31
170
0
26 Mar 2017
GP-GAN: Towards Realistic High-Resolution Image Blending
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
Deep generative-contrastive networks for facial expression recognition
Youngsung Kim
ByungIn Yoo
Youngjun Kwak
Changkyu Choi
Junmo Kim
CVBM
16
89
0
21 Mar 2017
Active Decision Boundary Annotation with Deep Generative Models
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
Multi-style Generative Network for Real-time Transfer
Hang Zhang
Kristin J. Dana
23
280
0
20 Mar 2017
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