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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 / 1,948 papers shown
Title
Stein Neural Sampler
Stein Neural Sampler
Tianyang Hu
Zixiang Chen
Hanxi Sun
Jincheng Bai
Mao Ye
Guang Cheng
SyDa
GAN
22
34
0
08 Oct 2018
Deep Learning with the Random Neural Network and its Applications
Deep Learning with the Random Neural Network and its Applications
Yonghua Yin
20
10
0
08 Oct 2018
CSI-Net: Unified Human Body Characterization and Pose Recognition
CSI-Net: Unified Human Body Characterization and Pose Recognition
Fei-Yue Wang
Jinsong Han
Shiyuan Zhang
Xuming He
Dong Huang
CVBM
19
13
0
07 Oct 2018
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person
  Re-identification
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification
Yixiao Ge
Zhuowan Li
Haiyu Zhao
Guojun Yin
Shuai Yi
Xiaogang Wang
Hongsheng Li
32
331
0
06 Oct 2018
Differentiable Antithetic Sampling for Variance Reduction in Stochastic
  Variational Inference
Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference
Mike Wu
Noah D. Goodman
Stefano Ermon
BDL
DRL
28
13
0
05 Oct 2018
AutoLoss: Learning Discrete Schedules for Alternate Optimization
AutoLoss: Learning Discrete Schedules for Alternate Optimization
Haowen Xu
Huan Zhang
Zhiting Hu
Xiaodan Liang
Ruslan Salakhutdinov
Eric Xing
32
30
0
04 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of
  Sliced Wasserstein GANs
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs
Dinesh Acharya
Zhiwu Huang
D. Paudel
Luc Van Gool
GAN
11
68
0
04 Oct 2018
Unsupervised Learning via Meta-Learning
Unsupervised Learning via Meta-Learning
Kyle Hsu
Sergey Levine
Chelsea Finn
SSL
OffRL
37
229
0
04 Oct 2018
Conditional WaveGAN
Conditional WaveGAN
Chae Young Lee
Anoop Toffy
G. Jung
W. Han
DiffM
24
21
0
27 Sep 2018
Flow-based Network Traffic Generation using Generative Adversarial
  Networks
Flow-based Network Traffic Generation using Generative Adversarial Networks
Markus Ring
Daniel Schlor
Dieter Landes
Andreas Hotho
31
169
0
27 Sep 2018
Unsupervised Person Image Synthesis in Arbitrary Poses
Unsupervised Person Image Synthesis in Arbitrary Poses
Albert Pumarola
Antonio Agudo
Alberto Sanfeliu
Francesc Moreno-Noguer
GAN
35
167
0
27 Sep 2018
Deep Neural Networks for Pattern Recognition
Deep Neural Networks for Pattern Recognition
Kyongsik Yun
Alexander Huyen
Thomas Lu
21
30
0
25 Sep 2018
Understanding Fake Faces
Understanding Fake Faces
Ryota Natsume
K. Inoue
Yoshihiro Fukuhara
Shintaro Yamamoto
Shigeo Morishima
Hirokatsu Kataoka
CVBM
51
4
0
22 Sep 2018
Global and Local Consistent Wavelet-domain Age Synthesis
Global and Local Consistent Wavelet-domain Age Synthesis
Peipei Li
Yibo Hu
Ran He
Zhenan Sun
CVBM
32
42
0
20 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review
Generative Adversarial Network in Medical Imaging: A Review
Xin Yi
Ekta Walia
P. Babyn
GAN
MedIm
33
1,371
0
19 Sep 2018
Scattering Networks for Hybrid Representation Learning
Scattering Networks for Hybrid Representation Learning
Edouard Oyallon
Sergey Zagoruyko
Gabriel Huang
N. Komodakis
Simon Lacoste-Julien
Matthew Blaschko
Eugene Belilovsky
21
84
0
17 Sep 2018
A Variational Observation Model of 3D Object for Probabilistic Semantic
  SLAM
A Variational Observation Model of 3D Object for Probabilistic Semantic SLAM
Hyeonwoo Yu
Beomhee Lee
47
21
0
14 Sep 2018
GANs for Medical Image Analysis
GANs for Medical Image Analysis
Salome Kazeminia
Christoph Baur
Arjan Kuijper
Bram van Ginneken
Nassir Navab
Shadi Albarqouni
Anirban Mukhopadhyay
MedIm
AI4CE
20
408
0
13 Sep 2018
Learning Shape Priors for Single-View 3D Completion and Reconstruction
Learning Shape Priors for Single-View 3D Completion and Reconstruction
Jiajun Wu
Chengkai Zhang
Xiuming Zhang
Zhoutong Zhang
William T. Freeman
J. Tenenbaum
3DV
32
184
0
13 Sep 2018
SiftingGAN: Generating and Sifting Labeled Samples to Improve the Remote
  Sensing Image Scene Classification Baseline in vitro
SiftingGAN: Generating and Sifting Labeled Samples to Improve the Remote Sensing Image Scene Classification Baseline in vitro
Dongao Ma
Ping Tang
Lijun Zhao
GAN
25
75
0
13 Sep 2018
Hyperprior Induced Unsupervised Disentanglement of Latent
  Representations
Hyperprior Induced Unsupervised Disentanglement of Latent Representations
Abdul Fatir Ansari
Harold Soh
CoGe
CML
UD
DRL
26
31
0
12 Sep 2018
From Natural to Artificial Camouflage: Components and Systems
From Natural to Artificial Camouflage: Components and Systems
Yang Li
N. Correll
17
4
0
11 Sep 2018
Neural Rendering and Reenactment of Human Actor Videos
Neural Rendering and Reenactment of Human Actor Videos
Lingjie Liu
Weipeng Xu
Michael Zollhoefer
Hyeongwoo Kim
Florian Bernard
Marc Habermann
Wenping Wang
Christian Theobalt
3DH
DiffM
27
18
0
11 Sep 2018
Not Just Privacy: Improving Performance of Private Deep Learning in
  Mobile Cloud
Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud
Ji Wang
Jianguo Zhang
Weidong Bao
Xiaomin Zhu
Bokai Cao
Philip S. Yu
26
193
0
10 Sep 2018
BubGAN: Bubble Generative Adversarial Networks for Synthesizing
  Realistic Bubbly Flow Images
BubGAN: Bubble Generative Adversarial Networks for Synthesizing Realistic Bubbly Flow Images
Yucheng Fu
Yang Liu
GAN
15
42
0
07 Sep 2018
Dense Pose Transfer
Dense Pose Transfer
Natalia Neverova
R. Güler
Iasonas Kokkinos
3DH
8
208
0
06 Sep 2018
Conditional Transfer with Dense Residual Attention: Synthesizing traffic
  signs from street-view imagery
Conditional Transfer with Dense Residual Attention: Synthesizing traffic signs from street-view imagery
Clint Sebastian
R. Uittenbogaard
J. Vijverberg
B. Boom
Peter H. N. de With
ViT
23
7
0
05 Sep 2018
Generating Highly Realistic Images of Skin Lesions with GANs
Generating Highly Realistic Images of Skin Lesions with GANs
Christoph Baur
Shadi Albarqouni
Nassir Navab
GAN
MedIm
24
79
0
05 Sep 2018
A Unified Feature Disentangler for Multi-Domain Image Translation and
  Manipulation
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation
Alexander H. Liu
Yen-Cheng Liu
Yu-Ying Yeh
Y. Wang
37
214
0
05 Sep 2018
LUCSS: Language-based User-customized Colourization of Scene Sketches
LUCSS: Language-based User-customized Colourization of Scene Sketches
C. Zou
Haoran Mo
Ruofei Du
Xing Wu
Chengying Gao
Hongbo Fu
30
8
0
30 Aug 2018
Chest X-ray Inpainting with Deep Generative Models
Chest X-ray Inpainting with Deep Generative Models
Ecem Sogancioglu
Shi Hu
Davide Belli
Bram van Ginneken
GAN
MedIm
24
20
0
29 Aug 2018
How many labeled license plates are needed?
How many labeled license plates are needed?
Changhao Wu
Shugong Xu
Guocong Song
Shunqing Zhang
26
21
0
25 Aug 2018
Deep Portrait Image Completion and Extrapolation
Deep Portrait Image Completion and Extrapolation
X. Wu
Ruilong Li
Fang-Lue Zhang
Jiancheng Liu
Jue Wang
Ariel Shamir
Shimin Hu
3DH
17
41
0
23 Aug 2018
Learning Hierarchical Semantic Image Manipulation through Structured
  Representations
Learning Hierarchical Semantic Image Manipulation through Structured Representations
Seunghoon Hong
Xinchen Yan
Thomas E. Huang
Honglak Lee
OCL
23
84
0
22 Aug 2018
Manipulating Attributes of Natural Scenes via Hallucination
Manipulating Attributes of Natural Scenes via Hallucination
Levent Karacan
Zeynep Akata
Aykut Erdem
Erkut Erdem
33
23
0
22 Aug 2018
Adversarial Sampling for Active Learning
Adversarial Sampling for Active Learning
Christoph Mayer
Radu Timofte
GAN
36
116
0
20 Aug 2018
Recycle-GAN: Unsupervised Video Retargeting
Recycle-GAN: Unsupervised Video Retargeting
Aayush Bansal
Shugao Ma
Deva Ramanan
Yaser Sheikh
VGen
DiffM
32
296
0
15 Aug 2018
Skill Rating for Generative Models
Skill Rating for Generative Models
Catherine Olsson
Surya Bhupatiraju
Tom B. Brown
Augustus Odena
Ian Goodfellow
16
32
0
14 Aug 2018
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN
  Architectures
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures
Mengjia Yan
Christopher W. Fletcher
Josep Torrellas
MIACV
FedML
37
245
0
14 Aug 2018
Text-to-Image-to-Text Translation using Cycle Consistent Adversarial
  Networks
Text-to-Image-to-Text Translation using Cycle Consistent Adversarial Networks
S. Gorti
J. Ma
GAN
31
27
0
14 Aug 2018
Improving Shape Deformation in Unsupervised Image-to-Image Translation
Improving Shape Deformation in Unsupervised Image-to-Image Translation
Aaron Gokaslan
Vivek Ramanujan
Daniel E. Ritchie
K. Kim
James Tompkin
21
75
0
13 Aug 2018
User-Guided Deep Anime Line Art Colorization with Conditional
  Adversarial Networks
User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks
Yuanzheng Ci
Xinzhu Ma
Zhihui Wang
Haojie Li
Zhongxuan Luo
GAN
36
134
0
09 Aug 2018
Inner Space Preserving Generative Pose Machine
Inner Space Preserving Generative Pose Machine
Shuangjun Liu
Sarah Ostadabbas
GAN
18
6
0
06 Aug 2018
Deep Generative Modeling for Scene Synthesis via Hybrid Representations
Deep Generative Modeling for Scene Synthesis via Hybrid Representations
Zaiwei Zhang
Zhenpei Yang
Chongyang Ma
Linjie Luo
Alexander G. Huth
E. Vouga
Qi-Xing Huang
GAN
3DPC
21
125
0
06 Aug 2018
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship
  Features
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features
Xu Yang
Hanwang Zhang
Jianfei Cai
50
74
0
01 Aug 2018
Pose Guided Human Video Generation
Pose Guided Human Video Generation
Ceyuan Yang
Zhe Wang
Xinge Zhu
Chen Huang
Jianping Shi
Dahua Lin
GAN
22
145
0
30 Jul 2018
Adversarial Open-World Person Re-Identification
Adversarial Open-World Person Re-Identification
Xiang Li
Ancong Wu
Weishi Zheng
22
43
0
27 Jul 2018
Peeking Behind Objects: Layered Depth Prediction from a Single Image
Peeking Behind Objects: Layered Depth Prediction from a Single Image
Helisa Dhamo
Keisuke Tateno
Iro Laina
Nassir Navab
Federico Tombari
GAN
3DV
32
60
0
23 Jul 2018
Invisible Steganography via Generative Adversarial Networks
Invisible Steganography via Generative Adversarial Networks
Ru Zhang
Shiqi Dong
Jianyi Liu
AAML
GAN
28
200
0
23 Jul 2018
Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional
  Networks
Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional Networks
Kripasindhu Sarkar
Basavaraj Hampiholi
Kiran Varanasi
D. Stricker
3DV
18
33
0
23 Jul 2018
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