LatentKeypointGAN: Controlling GANs via Latent Keypoints
Xingzhe He
•
Bastian Wandt
•
Helge Rhodin
2021-03-29
MOGAN: Morphologic-structure-aware Generative Learning from a Single Image
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Jinshu Chen
•
Qihui Xu
•
Qi Kang
•
Mengchu Zhou
2021-03-04
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification
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Swalpa Kumar Roy
•
Juan M. Haut
•
Mercedes E. Paoletti
•
Shiv Ram Dubey
•
and Antonio Plaza
2021-02-01
Refining Deep Generative Models via Discriminator Gradient Flow
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Abdul Fatir Ansari
•
Ming Liang Ang
•
Harold Soh
2020-12-01
Tabular GANs for uneven distribution
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Insaf Ashrapov
2020-10-01
Old Photo Restoration via Deep Latent Space Translation
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Zi-Yu Wan
•
Bo Zhang
•
Dong-Dong Chen
•
Pan Zhang
•
Dong Chen
•
Jing Liao
•
Fang Wen
2020-09-14
DeepLandscape: Adversarial Modeling of Landscape Videos
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Elizaveta Logacheva
•
Roman Suvorov
•
Oleg Khomenko
•
Anton Mashikhin
•
Victor Lempitsky
2020-08-01
Structure-Aware Human-Action Generation
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Ping Yu
•
Yang Zhao
•
Chunyuan Li
•
Junsong Yuan
•
Changyou Chen
2020-07-04
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks
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Aman Chadha
•
John Britto
•
M. Mani Roja
2020-06-21
Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography
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Sharif Amit Kamran
•
Khondker Fariha Hossain
•
Alireza Tavakkoli
•
Stewart Lee Zuckerbrod
•
Salah A. Baker
•
Kenton M. Sanders
2020-05-11
GACELA -- A generative adversarial context encoder for long audio inpainting
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Andres Marafioti
•
Piotr Majdak
•
Nicki Holighaus
•
Nathanaël Perraudin
2020-05-11
Generating Memorable Images Based on Human Visual Memory Schemas
Cameron Kyle-Davidson
•
Adrian G. Bors
•
Karla K. Evans
2020-05-06
Mimicry: Towards the Reproducibility of GAN Research
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Kwot Sin Lee
•
Christopher Town
2020-05-05
Effect of The Latent Structure on Clustering with GANs
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Deepak Mishra
•
Aravind Jayendran
•
Prathosh A. P
2020-05-05
Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images
Tongge Huang
•
Pranamesh Chakraborty
•
Anuj Sharma
2020-05-05
Group Equivariant Generative Adversarial Networks
Neel Dey
•
Antong Chen
•
Soheil Ghafurian
2020-05-04
Learning of Art Style Using AI and Its Evaluation Based on Psychological Experiments
Mai Cong Hung
•
Ryohei Nakatsu
•
Naoko Tosa
•
Takashi Kusumi
•
Koji Koyamada
2020-05-04
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN
Alireza Koochali
•
Andreas Dengel
•
Sheraz Ahmed
2020-05-03
PCA-SRGAN: Incremental Orthogonal Projection Discrimination for Face Super-resolution
Hao Dou
•
Chen Chen
•
Xiyuan Hu
•
Zuxing Xuan
•
Zhisen Hu
•
Silong Peng
2020-05-01
Adversarial Synthesis of Human Pose from Text
Yifei Zhang
•
Rania Briq
•
Julian Tanke
•
Juergen Gall
2020-05-01
Editing in Style: Uncovering the Local Semantics of GANs
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Edo Collins
•
Raja Bala
•
Bob Price
•
Sabine Süsstrunk
2020-04-29
Image Morphing with Perceptual Constraints and STN Alignment
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Noa Fish
•
Richard Zhang
•
Lilach Perry
•
Daniel Cohen-Or
•
Eli Shechtman
•
Connelly Barnes
2020-04-29
Style-transfer GANs for bridging the domain gap in synthetic pose estimator training
Pavel Rojtberg
•
Thomas Pöllabauer
•
Arjan Kuijper
2020-04-28
Robust Generative Adversarial Network
Shufei Zhang
•
Zhuang Qian
•
Kai-Zhu Huang
•
Jimin Xiao
•
Yuan He
2020-04-28
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning
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Xinjian Luo
•
Xiangqi Zhu
2020-04-27
EM-GAN: Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks
Wentian Jin
•
Sheriff Sadiqbatcha
•
Jinwei Zhang
•
Sheldon X. -D. Tan
2020-04-27
MangaGAN: Unpaired Photo-to-Manga Translation Based on The Methodology of Manga Drawing
Hao Su
•
Jianwei Niu
•
Xuefeng Liu
•
Qingfeng Li
•
Jiahe Cui
•
Ji Wan
2020-04-22
Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent
Dong Wang
•
Xiaoqian Qin
•
Fengyi Song
•
Li Cheng
2020-04-22
Fine-Grained Expression Manipulation via Structured Latent Space
Junshu Tang
•
Zhiwen Shao
•
Lizhuang Ma
2020-04-21
Pose Manipulation with Identity Preservation
Andrei-Timotei Ardelean
•
Lucian Mircea Sasu
2020-04-20
Robust Density Estimation under Besov IPM Losses
Ananya Uppal
•
Shashank Singh
•
Barnabas Poczos
2020-04-18
Emulation of cosmological mass maps with conditional generative adversarial networks
Nathanaël Perraudin
•
Sandro Marcon
•
Aurelien Lucchi
•
Tomasz Kacprzak
2020-04-17
YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset
Yuki Hagiwara
•
Toshihisa Tanaka
2020-04-17
OptiGAN: Generative Adversarial Networks for Goal Optimized Sequence Generation
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Mahmoud Hossam
•
Trung Le
•
Viet Huynh
•
Michael Papasimeon
•
Dinh Phung
2020-04-16
Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization
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Eason Wang
•
Henggang Cui
•
Sai Yalamanchi
•
Mohana Moorthy
•
Fang-Chieh Chou
•
Nemanja Djuric
2020-04-14
Multi-modal Datasets for Super-resolution
Haoran Li
•
Weihong Quan
•
Meijun Yan
•
Jin Zhang
•
Xiaoli Gong
•
Jin Zhou
2020-04-13
Adversarial Likelihood-Free Inference on Black-Box Generator
Dongjun Kim
•
Weonyoung Joo
•
Seungjae Shin
•
Kyungwoo Song
•
Il-Chul Moon
2020-04-13
Autoencoding Generative Adversarial Networks
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Conor Lazarou
2020-04-11
Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier
Zhanhong Zhou
•
Xiaolong Zhai
•
Chung Tin
2020-04-10
Adversarial Latent Autoencoders
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Stanislav Pidhorskyi
•
Donald Adjeroh
•
Gianfranco Doretto
2020-04-09
Score-Guided Generative Adversarial Networks
Minhyeok Lee
•
Junhee Seok
2020-04-09
Using Skill Rating as Fitness on the Evolution of GANs
Victor Costa
•
Nuno Lourenço
•
João Correia
•
Penousal Machado
2020-04-09
D-SRGAN: DEM Super-Resolution with Generative Adversarial Networks
Bekir Z. Demiray
•
Muhammed Sit
•
Ibrahim Demir
2020-04-09
S2A: Wasserstein GAN with Spatio-Spectral Laplacian Attention for Multi-Spectral Band Synthesis
Litu Rout
•
Indranil Misra
•
S Manthira Moorthi
•
Debajyoti Dhar
2020-04-08
Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN)
Jaleh Zand
•
Stephen Roberts
2020-04-08
Inpainting via Generative Adversarial Networks for CMB data analysis
Alireza Vafaei Sadr
•
Farida Farsian
2020-04-08
Attentive Normalization for Conditional Image Generation
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Yi Wang
•
Ying-Cong Chen
•
Xiangyu Zhang
•
Jian Sun
•
Jiaya Jia
2020-04-08
Toward Fine-grained Facial Expression Manipulation
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Jun Ling
•
Han Xue
•
Li Song
•
Shuhui Yang
•
Rong Xie
•
Xiao Gu
2020-04-07
Data Dieting in GAN Training
Jamal Toutouh
•
Una-May O'Reilly
•
Erik Hemberg
2020-04-07
Training End-to-end Single Image Generators without GANs
Yael Vinker
•
Nir Zabari
•
Yedid Hoshen
2020-04-07
Within the Lack of COVID-19 Benchmark Dataset: A Novel GAN with Deep Transfer Learning for Corona-virus Detection in Chest X-ray Images
Mohamed Loey
•
Florentin Smarandache
•
Nour Eldeen M. Khalifa
2020-04-07
Semantic Image Manipulation Using Scene Graphs
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Helisa Dhamo
•
Azade Farshad
•
Iro Laina
•
Nassir Navab
•
Gregory D. Hager
•
Federico Tombari
•
Christian Rupprecht
2020-04-07
Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning
Ayberk Aydın
•
Elif Surer
2020-04-06
Game of Learning Bloch Equation Simulations for MR Fingerprinting
Mingrui Yang
•
Yun Jiang
•
Dan Ma
•
Bhairav B. Mehta
•
Mark A. Griswold
2020-04-05
Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks
Pourya Shamsolmoali
•
Masoumeh Zareapoor
•
Linlin Shen
•
Abdul Hamid Sadka
•
Jie Yang
2020-04-05
Feature Quantization Improves GAN Training
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Yang Zhao
•
Chunyuan Li
•
Ping Yu
•
Jianfeng Gao
•
Changyou Chen
2020-04-05
Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials
Sehyun Chun
•
Sidhartha Roy
•
Yen Thi Nguyen
•
Joseph B. Choi
•
H. S. Udaykumar
•
Stephen S. Baek
2020-04-05
Adding A Filter Based on The Discriminator to Improve Unconditional Text Generation
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Xingyuan Chen
•
Ping Cai
•
Peng Jin
•
Hongjun Wang
•
Xin-yu Dai
•
Jia-Jun Chen
2020-04-05
Deblurring by Realistic Blurring
Kaihao Zhang
•
Wenhan Luo
•
Yiran Zhong
•
Lin Ma
•
Bjorn Stenger
•
Wei Liu
•
Hongdong Li
2020-04-04
Model-based actor-critic: GAN (model generator) + DRL (actor-critic) => AGI
Aras Dargazany
2020-04-04
Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders
Benyamin Ghojogh
•
Fakhri Karray
•
Mark Crowley
2020-04-04
FeederGAN: Synthetic Feeder Generation via Deep Graph Adversarial Nets
Ming Liang
•
Yao Meng
•
Jiyu Wang
•
David Lubkeman
•
Ning Lu
2020-04-03
CPPN2GAN: Combining Compositional Pattern Producing Networks and GANs for Large-scale Pattern Generation
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Jacob Schrum
•
Vanessa Volz
•
Sebastian Risi
2020-04-03
Detection of Coronavirus (COVID-19) Associated Pneumonia based on Generative Adversarial Networks and a Fine-Tuned Deep Transfer Learning Model using Chest X-ray Dataset
Nour Eldeen M. Khalifa
•
Mohamed Hamed N. Taha
•
Aboul Ella Hassanien
•
Sally Elghamrawy
2020-04-02
Manifold-Aware CycleGAN for High-Resolution Structural-to-DTI Synthesis
Benoit Anctil-Robitaille
•
Christian Desrosiers
•
Herve Lombaert
2020-04-01
Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks
|
Jacob Schrum
•
Jake Gutierrez
•
Vanessa Volz
•
Jialin Liu
•
Simon Lucas
•
Sebastian Risi
2020-03-31
In-Domain GAN Inversion for Real Image Editing
|
Jiapeng Zhu
•
Yujun Shen
•
Deli Zhao
•
Bolei Zhou
2020-03-31
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
|
Xingang Pan
•
Xiaohang Zhan
•
Bo Dai
•
Dahua Lin
•
Chen Change Loy
•
Ping Luo
2020-03-30
One-Shot GAN Generated Fake Face Detection
Hadi Mansourifar
•
Weidong Shi
2020-03-27
Controllable Person Image Synthesis with Attribute-Decomposed GAN
|
Yifang Men
•
Yiming Mao
•
Yuning Jiang
•
Wei-Ying Ma
•
Zhouhui Lian
2020-03-27
Image Generation Via Minimizing Fréchet Distance in Discriminator Feature Space
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Khoa D. Doan
•
Saurav Manchanda
•
Fengjiao Wang
•
Sathiya Keerthi
•
Avradeep Bhowmik
•
Chandan K. Reddy
2020-03-26
Cycle Text-To-Image GAN with BERT
|
Trevor Tsue
•
Samir Sen
•
Jason Li
2020-03-26
MIM-Based GAN: Information Metric to Amplify Small Probability Events Importance in Generative Adversarial Networks
Rui She
•
Pingyi Fan
2020-03-25
Lifespan Age Transformation Synthesis
|
Roy Or-El
•
Soumyadip Sengupta
•
Ohad Fried
•
Eli Shechtman
•
Ira Kemelmacher-Shlizerman
2020-03-21
Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network
|
Jakaria Rabbi
•
Nilanjan Ray
•
Matthias Schubert
•
Subir Chowdhury
•
Dennis Chao
2020-03-20
GAN Compression: Efficient Architectures for Interactive Conditional GANs
|
Muyang Li
•
Ji Lin
•
Yaoyao Ding
•
Zhijian Liu
•
Jun-Yan Zhu
•
Song Han
2020-03-19
GIQA: Generated Image Quality Assessment
|
Shuyang Gu
•
Jianmin Bao
•
Dong Chen
•
Fang Wen
2020-03-19
High-Resolution Daytime Translation Without Domain Labels
|
Ivan Anokhin
•
Pavel Solovev
•
Denis Korzhenkov
•
Alexey Kharlamov
•
Taras Khakhulin
•
Alexey Silvestrov
•
Sergey Nikolenko
•
Victor Lempitsky
•
Gleb Sterkin
2020-03-19
Leveraging Frequency Analysis for Deep Fake Image Recognition
|
Joel Frank
•
Thorsten Eisenhofer
•
Lea Schönherr
•
Asja Fischer
•
Dorothea Kolossa
•
Thorsten Holz
2020-03-19
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions
|
Kaichun Mo
•
He Wang
•
Xinchen Yan
•
Leonidas J. Guibas
2020-03-19
Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images
|
Hang Zhou
•
Jihao Liu
•
Ziwei Liu
•
Yu Liu
•
Xiaogang Wang
2020-03-18
OpenGAN: Open Set Generative Adversarial Networks
|
Luke Ditria
•
Benjamin J. Meyer
•
Tom Drummond
2020-03-18
Capsule GAN Using Capsule Network for Generator Architecture
Kanako Marusaki
•
Hiroshi Watanabe
2020-03-18
Blur, Noise, and Compression Robust Generative Adversarial Networks
Takuhiro Kaneko
•
Tatsuya Harada
2020-03-17
Generating Electronic Health Records with Multiple Data Types and Constraints
Chao Yan
•
Ziqi Zhang
•
Steve Nyemba
•
Bradley A. Malin
2020-03-17
From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning Techniques
|
Bin Hou
•
Qingjie Liu
•
Heng Wang
•
Yunhong Wang
2020-03-14
BigGAN-based Bayesian reconstruction of natural images from human brain activity
Kai Qiao
•
Jian Chen
•
Linyuan Wang
•
Chi Zhang
•
Li Tong
•
Bin Yan
2020-03-13
Inducing Optimal Attribute Representations for Conditional GANs
Binod Bhattarai
•
Tae-Kyun Kim
2020-03-13
Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses
Rongliang Wu
•
Gongjie Zhang
•
Shijian Lu
•
Tao Chen
2020-03-12
SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images
Soumyajyoti Dey
•
Soham Das
•
Swarnendu Ghosh
•
Shyamali Mitra
•
Sukanta Chakrabarty
•
Nibaran Das
2020-03-12
Your GAN is Secretly an Energy-based Model and You Should use Discriminator Driven Latent Sampling
|
Tong Che
•
Ruixiang Zhang
•
Jascha Sohl-Dickstein
•
Hugo Larochelle
•
Liam Paull
•
Yuan Cao
•
Yoshua Bengio
2020-03-12
LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images
|
Shan Lin
•
Fangbo Qin
•
Yangming Li
•
Randall A. Bly
•
Kris S. Moe
•
Blake Hannaford
2020-03-10
MatchingGAN: Matching-based Few-shot Image Generation
|
Yan Hong
•
Li Niu
•
Jianfu Zhang
•
Liqing Zhang
2020-03-07
Anysize GAN: A solution to the image-warping problem
Connah Kendrick
•
David Gillespie
•
Moi Hoon Yap
2020-03-06
A Neuro-AI Interface for Evaluating Generative Adversarial Networks
|
Zhengwei Wang
•
Qi She
•
Alan F. Smeaton
•
Tomas E. Ward
•
Graham Healy
2020-03-05
Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data
Kazi Nazmul Haque
•
Rajib Rana
•
John H. L. Hansen
•
Björn Schuller
2020-03-05
DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets
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Yonghyun Jeong
•
Hyunjin Choi
•
Byoungjip Kim
•
Youngjune Gwon
2020-03-04
Turbulence Enrichment using Physics-informed Generative Adversarial Networks
Akshay Subramaniam
•
Man Long Wong
•
Raunak D Borker
•
Sravya Nimmagadda
•
Sanjiva K Lele
2020-03-04
Type I Attack for Generative Models
Chengjin Sun
•
Sizhe Chen
•
Jia Cai
•
Xiaolin Huang
2020-03-04
Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection
Jaewoo Park
•
Yoon Gyo Jung
•
Andrew Beng Jin Teoh
2020-03-03
UDD: An Underwater Open-sea Farm Object Detection Dataset for Underwater Robot Picking
Zhihui Wang
•
Chongwei Liu
•
Shijie Wang
•
Tao Tang
•
Yulong Tao
•
Caifei Yang
•
Haojie Li
•
Xing Liu
•
Xin Fan
2020-03-03
Regression via Implicit Models and Optimal Transport Cost Minimization
|
Saurav Manchanda
•
Khoa Doan
•
Pranjul Yadav
•
S. Sathiya Keerthi
2020-03-03
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions
|
Ricard Durall
•
Margret Keuper
•
Janis Keuper
2020-03-03
GANs with Conditional Independence Graphs: On Subadditivity of Probability Divergences
Mucong Ding
•
Constantinos Daskalakis
•
Soheil Feizi
2020-03-02
Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only
|
Qi Chen
•
Qi Wu
•
Rui Tang
•
Yu-Han Wang
•
Shuai Wang
•
Mingkui Tan
2020-03-01
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation
Takehiko Ohkawa
•
Naoto Inoue
•
Hirokatsu Kataoka
•
Nakamasa Inoue
2020-02-29
Joint Face Completion and Super-resolution using Multi-scale Feature Relation Learning
Zhilei Liu
•
Yunpeng Wu
•
Le Li
•
Cuicui Zhang
•
Baoyuan Wu
2020-02-29
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation
|
Runfa Chen
•
Wenbing Huang
•
Binghui Huang
•
Fuchun Sun
•
Bin Fang
2020-02-29
Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs)
Shipu Zhao
•
Fengqi You
2020-02-28
A Novel Measure to Evaluate Generative Adversarial Networks Based on Direct Analysis of Generated Images
Shuyue Guan
•
Murray Loew
2020-02-27
Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks
|
Ioana Bica
•
James Jordon
•
Mihaela van der Schaar
2020-02-27
Controllable Level Blending between Games using Variational Autoencoders
Anurag Sarkar
•
Zhihan Yang
•
Seth Cooper
2020-02-27
PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse Designs
|
Wei Chen
•
Faez Ahmed
2020-02-26
On Leveraging Pretrained GANs for Generation with Limited Data
|
Miaoyun Zhao
•
Yulai Cong
•
Lawrence Carin
2020-02-26
Sketch-to-Art: Synthesizing Stylized Art Images From Sketches
|
Bingchen Liu
•
Kunpeng Song
•
Ahmed Elgammal
2020-02-26
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs
|
Sangwoo Mo
•
Minsu Cho
•
Jinwoo Shin
2020-02-25
xAI-GAN: Enhancing Generative Adversarial Networks via Explainable AI Systems
Vineel Nagisetty
•
Laura Graves
•
Joseph Scott
•
Vijay Ganesh
2020-02-24
Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose
|
Ran Yi
•
Zipeng Ye
•
Juyong Zhang
•
Hujun Bao
•
Yong-Jin Liu
2020-02-24
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
Bhavya Vasudeva
•
Puneesh Deora
•
Saumik Bhattacharya
•
Pyari Mohan Pradhan
2020-02-24
GANs May Have No Nash Equilibria
Farzan Farnia
•
Asuman Ozdaglar
2020-02-21
A Novel Framework for Selection of GANs for an Application
Tanya Motwani
•
Manojkumar Parmar
2020-02-20
LocoGAN -- Locally Convolutional GAN
|
Łukasz Struski
•
Szymon Knop
•
Jacek Tabor
•
Wiktor Daniec
•
Przemysław Spurek
2020-02-18
Dual-Attention GAN for Large-Pose Face Frontalization
|
Yu Yin
•
Songyao Jiang
•
Joseph P. Robinson
•
Yun Fu
2020-02-17
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples
|
Samarth Sinha
•
Zhengli Zhao
•
Anirudh Goyal
•
Colin Raffel
•
Augustus Odena
2020-02-14
Realistic River Image Synthesis using Deep Generative Adversarial Networks
Akshat Gautam
•
Muhammed Sit
•
Ibrahim Demir
2020-02-14
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation
|
Kancharagunta Kishan Babu
•
Shiv Ram Dubey
2020-02-13
Real or Not Real, that is the Question
|
Yuanbo Xiangli
•
Yubin Deng
•
Bo Dai
•
Chen Change Loy
•
Dahua Lin
2020-02-12
Smoothness and Stability in GANs
Casey Chu
•
Kentaro Minami
•
Kenji Fukumizu
2020-02-11
Improved Consistency Regularization for GANs
Zhengli Zhao
•
Sameer Singh
•
Honglak Lee
•
Zizhao Zhang
•
Augustus Odena
•
Han Zhang
2020-02-11
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space
|
Andrey Voynov
•
Artem Babenko
2020-02-10
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks
Faezeh Nejati Hatamian
•
Nishant Ravikumar
•
Sulaiman Vesal
•
Felix P. Kemeth
•
Matthias Struck
•
Andreas Maier
2020-02-07
Multimodal Controller for Generative Models
|
Enmao Diao
•
Jie Ding
•
Vahid Tarokh
2020-02-07
AI-GAN: Attack-Inspired Generation of Adversarial Examples
|
Tao Bai
•
Jun Zhao
•
Jinlin Zhu
•
Shoudong Han
•
Jiefeng Chen
•
Bo Li
•
Alex Kot
2020-02-06
Using generative adversarial networks to synthesize artificial financial datasets
Dmitry Efimov
•
Di Xu
•
Luyang Kong
•
Alexey Nefedov
•
Archana Anandakrishnan
2020-02-06
Anomaly Detection by One Class Latent Regularized Networks
Chengwei Chen
•
Pan Chen
•
Haichuan Song
•
Yiqing Tao
•
Yuan Xie
•
Shouhong Ding
•
Lizhuang Ma
2020-02-05
Pixel-wise Conditioned Generative Adversarial Networks for Image Synthesis and Completion
Cyprien Ruffino
•
Romain Hérault
•
Eric Laloy
•
Gilles Gasso
2020-02-04
Minimax Defense against Gradient-based Adversarial Attacks
Blerta Lindqvist
•
Rauf Izmailov
2020-02-04
On Positive-Unlabeled Classification in GAN
|
Tianyu Guo
•
Chang Xu
•
Jiajun Huang
•
Yunhe Wang
•
Boxin Shi
•
Chao Xu
•
DaCheng Tao
2020-02-04
Brainstorming Generative Adversarial Networks (BGANs): Towards Multi-Agent Generative Models with Distributed Private Datasets
Aidin Ferdowsi
•
Walid Saad
2020-02-02
Global Texture Enhancement for Fake Face Detection in the Wild
Zhengzhe Liu
•
Xiaojuan Qi
•
Philip Torr
2020-02-01
Adversarial Code Learning for Image Generation
Jiangbo Yuan
•
Bing Wu
•
Wanying Ding
•
Qing Ping
•
Zhendong Yu
2020-01-30
Simulation of electron-proton scattering events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)
Yasir Alanazi
•
N. Sato
•
Tianbo Liu
•
W. Melnitchouk
•
Michelle P. Kuchera
•
Evan Pritchard
•
Michael Robertson
•
Ryan Strauss
•
Luisa Velasco
•
Yaohang Li
2020-01-29
DP-CGAN: Differentially Private Synthetic Data and Label Generation
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Reihaneh Torkzadehmahani
•
Peter Kairouz
•
Benedict Paten
2020-01-27
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses
Niharika Jain
•
Alberto Olmo
•
Sailik Sengupta
•
Lydia Manikonda
•
Subbarao Kambhampati
2020-01-26
Progressively-Growing AmbientGANs For Learning Stochastic Object Models From Imaging Measurements
|
Weimin Zhou
•
Sayantan Bhadra
•
Frank J. Brooks
•
Hua Li
•
Mark A. Anastasio
2020-01-26
On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation
Nikita Jaipuria
•
Shubh Gupta
•
Praveen Narayanan
•
Vidya N. Murali
2020-01-25
Expected Information Maximization: Using the I-Projection for Mixture Density Estimation
|
Philipp Becker
•
Oleg Arenz
•
Gerhard Neumann
2020-01-23
Reducing the Representation Error of GAN Image Priors Using the Deep Decoder
Max Daniels
•
Paul Hand
•
Reinhard Heckel
2020-01-23
Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization
Sheng Zhong
•
Shifu Zhou
2020-01-22
Toward a Controllable Disentanglement Network
|
Zengjie Song
•
Oluwasanmi Koyejo
•
Jiangshe Zhang
2020-01-22
Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features
Leihao Wei
•
Yannan Lin
•
William Hsu
2020-01-22
P$^2$-GAN: Efficient Style Transfer Using Single Style Image
Zhentan Zheng
•
Jianyi Liu
2020-01-21
SMAPGAN: Generative Adversarial Network Based Semi-Supervised Styled Map Tiles Generating Method
|
X. Chen
•
S. Chen
•
T. Xu
•
B. Yin
•
X. Mei
•
J. Peng
•
H. Li
2020-01-21
Interpreting Galaxy Deblender GAN from the Discriminator's Perspective
Heyi Li
•
Yuewei Lin
•
Klaus Mueller
•
Wei Xu
2020-01-17
Synthetic Magnetic Resonance Images with Generative Adversarial Networks
|
Antoine Delplace
2020-01-17
Improving GANs for Speech Enhancement
|
Huy Phan
•
Ian V. McLoughlin
•
Lam Pham
•
Oliver Y. Chén
•
Philipp Koch
•
Maarten De Vos
•
Alfred Mertins
2020-01-15
Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda
Jake Gutierrez
•
Jacob Schrum
2020-01-14
High-Fidelity Synthesis with Disentangled Representation
|
Wonkwang Lee
•
Donggyun Kim
•
Seunghoon Hong
•
Honglak Lee
2020-01-13
AE-OT-GAN: Training GANs from data specific latent distribution
Dongsheng An
•
Yang Guo
•
Min Zhang
•
Xin Qi
•
Na lei
•
Shing-Tung Yau
•
Xianfeng GU
2020-01-11
Can Giraffes Become Birds? An Evaluation of Image-to-image Translation for Data Generation
Daniel V. Ruiz
•
Gabriel Salomon
•
Eduardo Todt
2020-01-10
Improving Dysarthric Speech Intelligibility Using Cycle-consistent Adversarial Training
Seung Hee Yang
•
Minhwa Chung
2020-01-10
A context based deep learning approach for unbalanced medical image segmentation
|
Balamurali Murugesan
•
Kaushik Sarveswaran
•
Vijaya Raghavan S
•
Sharath M. Shankaranarayana
•
Keerthi Ram
•
Mohanasankar Sivaprakasam
2020-01-08
MW-GAN: Multi-Warping GAN for Caricature Generation with Multi-Style Geometric Exaggeration
Haodi Hou
•
Jing Huo
•
Jing Wu
•
Yu-Kun Lai
•
Yang Gao
2020-01-07
A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis
Arnab Karmakar
•
Deepak Mishra
2020-01-05
DAWSON: A Domain Adaptive Few Shot Generation Framework
Weixin Liang
•
Zixuan Liu
•
Can Liu
2020-01-02
Implicit λ-Jeffreys Autoencoders: Taking the Best of Both Worlds
Aibek Alanov
•
Max Kochurov
•
Artem Sobolev
•
Daniil Yashkov
•
Dmitry Vetrov
2020-01-01
Wasserstein-Bounded Generative Adversarial Networks
Peng Zhou
•
Bingbing Ni
•
Lingxi Xie
•
Xiaopeng Zhang
•
Hang Wang
•
Cong Geng
•
Qi Tian
2020-01-01
MMD GAN with Random-Forest Kernels
Tao Huang
•
Zhen Han
•
Xu Jia
•
Hanyuan Hang
2020-01-01
Individualised Dose-Response Estimation using Generative Adversarial Nets
Ioana Bica
•
James Jordon
•
Mihaela van der Schaar
2020-01-01
Generating Object Stamps
Youssef Alami Mejjati
•
Zejiang Shen
•
Michael Snower
•
Aaron Gokaslan
•
Oliver Wang
•
James Tompkin
•
Kwang In Kim
2020-01-01
privGAN: Protecting GANs from membership inference attacks at low cost
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Sumit Mukherjee
•
Yixi Xu
•
Anusua Trivedi
•
Juan Lavista Ferres
2019-12-31
Alleviation of Gradient Exploding in GANs: Fake Can Be Real
Song Tao
•
Jia Wang
2019-12-28
DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier
Sravanti Addepalli
•
Gaurav Kumar Nayak
•
Anirban Chakraborty
•
R. Venkatesh Babu
2019-12-27
Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets
Mingrui Liu
•
Youssef Mroueh
•
Jerret Ross
•
Wei zhang
•
Xiaodong Cui
•
Payel Das
•
Tianbao Yang
2019-12-26
History-based Anomaly Detector: an Adversarial Approach to Anomaly Detection
Pierrick Chatillon
•
Coloma Ballester
2019-12-26
PI-GAN: Learning Pose Independent representations for multiple profile face synthesis
Hamed Alqahtani
2019-12-26
Asymmetric GAN for Unpaired Image-to-image Translation
Yu Li
•
Sheng Tang
•
Rui Zhang
•
Yongdong Zhang
•
Jintao Li
•
Shuicheng Yan
2019-12-25
Effective Data Augmentation with Multi-Domain Learning GANs
Shin'ya Yamaguchi
•
Sekitoshi Kanai
•
Takeharu Eda
2019-12-25
RPGAN: GANs Interpretability via Random Routing
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Andrey Voynov
•
Artem Babenko
2019-12-23
Visual Evaluation of Generative Adversarial Networks for Time Series Data
Hiba Arnout
•
Johannes Kehrer
•
Johanna Bronner
•
Thomas Runkler
2019-12-23
Triple Generative Adversarial Networks
|
Chongxuan Li
•
Kun Xu
•
Jiashuo Liu
•
Jun Zhu
•
Bo Zhang
2019-12-20
High Resolution Millimeter Wave Imaging For Self-Driving Cars
Junfeng Guan
•
Sohrab Madani
•
Suraj Jog
•
Haitham Hassanieh
2019-12-19
Lower Dimensional Kernels for Video Discriminators
|
Emmanuel Kahembwe
•
Subramanian Ramamoorthy
2019-12-18
SIGMA : Strengthening IDS with GAN and Metaheuristics Attacks
Simon Msika
•
Alejandro Quintero
•
Foutse khomh
2019-12-18
Unsupervised Adversarial Image Inpainting
|
Arthur Pajot
•
Emmanuel de Bezenac
•
Patrick Gallinari
2019-12-18
Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software
Satoshi Kosugi
•
Toshihiko Yamasaki
2019-12-17
Image Processing Using Multi-Code GAN Prior
|
Jinjin Gu
•
Yujun Shen
•
Bolei Zhou
2019-12-15
Asymmetric Generative Adversarial Networks for Image-to-Image Translation
|
Hao Tang
•
Dan Xu
•
Hong Liu
•
Nicu Sebe
2019-12-14
Latent-Space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds
|
Vage Egiazarian
•
Savva Ignatyev
•
Alexey Artemov
•
Oleg Voynov
•
Andrey Kravchenko
•
Youyi Zheng
•
Luiz Velho
•
Evgeny Burnaev
2019-12-13
Deep learning predictions of sand dune migration
Kelly Kochanski
•
Divya Mohan
•
Jenna Horrall
•
Barry Rountree
•
Ghaleb Abdulla
2019-12-13
Unified Generative Adversarial Networks for Controllable Image-to-Image Translation
|
Hao Tang
•
Hong Liu
•
Nicu Sebe
2019-12-12
Unconstrained Facial Expression Transfer using Style-based Generator
|
Chao Yang
•
Ser-Nam Lim
2019-12-12
COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks
|
Victor Costa
•
Nuno Lourenço
•
João Correia
•
Penousal Machado
2019-12-12
Coevolution of Generative Adversarial Networks
Victor Costa
•
Nuno Lourenço
•
Penousal Machado
2019-12-12
$Σ$-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction
|
Jo Schlemper
•
Chen Qin
•
Jinming Duan
•
Ronald M. Summers
•
Kerstin Hammernik
2019-12-11
Feeding the zombies: Synthesizing brain volumes using a 3D progressive growing GAN
|
Anders Eklund
2019-12-11
MineGAN: effective knowledge transfer from GANs to target domains with few images
|
Yaxing Wang
•
Abel Gonzalez-Garcia
•
David Berga
•
Luis Herranz
•
Fahad Shahbaz Khan
•
Joost Van de Weijer
2019-12-11
Multimodal Generative Models for Compositional Representation Learning
Mike Wu
•
Noah Goodman
2019-12-11
VIBE: Video Inference for Human Body Pose and Shape Estimation
|
Muhammed Kocabas
•
Nikos Athanasiou
•
Michael J. Black
2019-12-11
Expansion of Cyber Attack Data From Unbalanced Datasets Using Generative Techniques
Ibrahim Yilmaz
•
Rahat Masum
2019-12-10
cGANs with Multi-Hinge Loss
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Ilya Kavalerov
•
Wojciech Czaja
•
Rama Chellappa
2019-12-09
Environment reconstruction on depth images using Generative Adversarial Networks
Lucas P. N. Matias
•
Jefferson R. Souza
•
Denis F. Wolf
2019-12-09
Bi-Semantic Reconstructing Generative Network for Zero-shot Learning
|
Shibing Xu
•
Zishu Gao
•
Guojun Xie
2019-12-09
Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments
|
Krishna Giri Narra
•
Zhifeng Lin
•
Yongqin Wang
•
Keshav Balasubramaniam
•
Murali Annavaram
2019-12-07
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One
|
Will Grathwohl
•
Kuan-Chieh Wang
•
Jörn-Henrik Jacobsen
•
David Duvenaud
•
Mohammad Norouzi
•
Kevin Swersky
2019-12-06
A Study into Echocardiography View Conversion
|
Amir H. Abdi
•
Mohammad H. Jafari
•
Sidney Fels
•
Theresa Tsang
•
Purang Abolmaesumi
2019-12-05
Spectral-GANs for High-Resolution 3D Point-cloud Generation
|
Sameera Ramasinghe
•
Salman Khan
•
Nick Barnes
•
Stephen Gould
2019-12-04
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving
Michal Uricar
•
Ganesh Sistu
•
Hazem Rashed
•
Antonin Vobecky
•
Varun Ravi Kumar
•
Pavel Krizek
•
Fabian Burger
•
Senthil Yogamani
2019-12-04
Informative GANs via Structured Regularization of Optimal Transport
Pierre Bréchet
•
Tao Wu
•
Thomas Möllenhoff
•
Daniel Cremers
2019-12-04
Is Discriminator a Good Feature Extractor?
Xin Mao
•
Zhaoyu Su
•
Pin Siang Tan
•
Jun Kang Chow
•
Yu-Hsing Wang
2019-12-02
DEGAS: Differentiable Efficient Generator Search
Sivan Doveh
•
Raja Giryes
2019-12-02
Information bottleneck through variational glasses
Slava Voloshynovskiy
•
Mouad Kondah
•
Shideh Rezaeifar
•
Olga Taran
•
Taras Holotyak
•
Danilo Jimenez Rezende
2019-12-02
Detecting GAN generated errors
Xiru Zhu
•
Fengdi Che
•
Tianzi Yang
•
Tzuyang Yu
•
David Meger
•
Gregory Dudek
2019-12-02
A Primal-Dual link between GANs and Autoencoders
Hisham Husain
•
Richard Nock
•
Robert C. Williamson
2019-12-01
Twin Auxilary Classifiers GAN
|
Mingming Gong
•
Yanwu Xu
•
Chunyuan Li
•
Kun Zhang
•
Kayhan Batmanghelich
2019-12-01
Implicit Generation and Modeling with Energy Based Models
|
Yilun Du
•
Igor Mordatch
2019-12-01
MarginGAN: Adversarial Training in Semi-Supervised Learning
|
Jinhao Dong
•
Tong Lin
2019-12-01
Progressive-Growing of Generative Adversarial Networks for Metasurface Optimization
Fufang Wen
•
Jiaqi Jiang
•
Jonathan A. Fan
2019-11-29
CG-GAN: An Interactive Evolutionary GAN-based Approach for Facial Composite Generation)
Nicola Zaltron
•
Luisa Zurlo
•
Sebastian Risi
2019-11-28
SpoC: Spoofing Camera Fingerprints
Davide Cozzolino
•
Justus Thies
•
Andreas Rössler
•
Matthias Nießner
•
Luisa Verdoliva
2019-11-27
Data Augmentation Using Adversarial Training for Construction-Equipment Classification
Francis Baek
•
Somin Park
•
Hyoungkwan Kim
2019-11-27
Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions
|
Osaid Rehman Nasir
•
Shailesh Kumar Jha
•
Manraj Singh Grover
•
Yi Yu
•
Ajit Kumar
•
Rajiv Ratn Shah
2019-11-26
Semantic Bottleneck Scene Generation
|
Samaneh Azadi
•
Michael Tschannen
•
Eric Tzeng
•
Sylvain Gelly
•
Trevor Darrell
•
Mario Lucic
2019-11-26
AuthorGAN: Improving GAN Reproducibility using a Modular GAN Framework
Raunak Sinha
•
Anush Sankaran
•
Mayank Vatsa
•
Richa Singh
2019-11-26
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference
|
Wei-An Lin
•
Yogesh Balaji
•
Pouya Samangouei
•
Rama Chellappa
2019-11-23
This Car is Mine!: Automobile Theft Countermeasure Leveraging Driver Identification with Generative Adversarial Networks
Kyung Ho Park
•
Huy Kang Kim
2019-11-22
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis
|
Ceyuan Yang
•
Yujun Shen
•
Bolei Zhou
2019-11-21
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology
Amirata Ghorbani
•
Vivek Natarajan
•
David Coz
•
Yu-An Liu
2019-11-20
Distributed Generative Adversarial Net
|
Xiaoyu Wang
•
Ye Deng
•
Jinjun Wang
2019-11-19
Simple yet Effective Way for Improving the Performance of GAN
Yong-Goo Shin
•
Yoon-Jae Yeo
•
Sung-Jea Ko
2019-11-19
Effectively Unbiased FID and Inception Score and where to find them
|
Min Jin Chong
•
David Forsyth
2019-11-16
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
2019-11-16
MMGAN: Generative Adversarial Networks for Multi-Modal Distributions
Teodora Pandeva
•
Matthias Schubert
2019-11-15
CatGAN: Category-aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation
|
Zhiyue Liu
•
Jiahai Wang
•
Zhiwei Liang
2019-11-15
DomainGAN: Generating Adversarial Examples to Attack Domain Generation Algorithm Classifiers
Isaac Corley
•
Jonathan Lwowski
•
Justin Hoffman
2019-11-14
LiDAR ICPS-net: Indoor Camera Positioning based-on Generative Adversarial Network for RGB to Point-Cloud Translation
Ali Ghofrani
•
Rahil Mahdian Toroghi
•
Seyed Mojtaba Tabatabaie
•
Seyed Maziar Tabasi
2019-11-14
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection
|
João C. Neves
•
Ruben Tolosana
•
Ruben Vera-Rodriguez
•
Vasco Lopes
•
Hugo Proença
•
Julian Fierrez
2019-11-13
Double cycle-consistent generative adversarial network for unsupervised conditional generation
Fei Ding
•
Feng Luo
•
Yin Yang
2019-11-13
Molecular Generative Model Based On Adversarially Regularized Autoencoder
|
Seung Hwan Hong
•
Jaechang Lim
•
Seongok Ryu
•
Woo Youn Kim
2019-11-13
Generative adversarial networks (GAN) based efficient sampling of chemical space for inverse design of inorganic materials
Yabo Dan
•
Yong Zhao
•
Xiang Li
•
Shaobo Li
•
Ming Hu
•
Jianjun Hu
2019-11-12
Few-Features Attack to Fool Machine Learning Models through Mask-Based GAN
Feng Chen
•
Yunkai Shang
•
Bo Xu
•
Jincheng Hu
2019-11-12
PoshakNet: Framework for matching dresses from real-life photos using GAN and Siamese Network
Abhigyan Khaund
•
Daksh Thapar
•
Aditya Nigam
2019-11-11
SeismoGen: Seismic Waveform Synthesis Using Generative Adversarial Networks
|
Tiantong Wang
•
Daniel Trugman
•
Youzuo Lin
2019-11-10
Quality Aware Generative Adversarial Networks
|
Parimala Kancharla
•
Sumohana S. Channappayya
2019-11-08
Joint Demosaicing and Super-Resolution (JDSR): Network Design and Perceptual Optimization
Xuan Xu
•
Yanfang Ye
•
Xin Li
2019-11-08
Semantic Image Completion and Enhancement using Deep Learning
Vaishnav Chandak
•
Priyansh Saxena
•
Manisha Pattanaik
•
Gaurav Kaushal
2019-11-06
Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views
Anastasiia Doinychko
•
Massih-Reza Amini
2019-11-05
Hierarchical Mixtures of Generators for Adversarial Learning
|
Alper Ahmetoğlu
•
Ethem Alpaydin
2019-11-05
Study of Constrained Network Structures for WGANs on Numeric Data Generation
Wei Wang
•
Chuang Wang
•
Tao Cui
•
Yue Li
2019-11-05
Improved BiGAN training with marginal likelihood equalization
|
Pablo Sánchez-Martín
•
Pablo M. Olmos
•
Fernando Perez-Cruz
2019-11-04
Multi-marginal Wasserstein GAN
|
Jiezhang Cao
•
Langyuan Mo
•
Yifan Zhang
•
Kui Jia
•
Chunhua Shen
•
Mingkui Tan
2019-11-03
Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training
Chih-Te Lai
•
Yi-Te Hong
•
Hong-You Chen
•
Chi-Jen Lu
•
Shou-De Lin
2019-11-01
Experienced Deep Reinforcement Learning with Generative Adversarial Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication
Ali Taleb Zadeh Kasgari
•
Walid Saad
•
Mohammad Mozaffari
•
H. Vincent Poor
2019-11-01
Can adversarial training learn image captioning ?
|
Jean-Benoit Delbrouck
•
Bastien Vanderplaetse
•
Stéphane Dupont
2019-10-31
The importance of evaluating the complete automated knowledge-based planning pipeline
Aaron Babier
•
Rafid Mahmood
•
Andrea L. McNiven
•
Adam Diamant
•
Timothy C. Y. Chan
2019-10-31
Cross-Domain Face Synthesis using a Controllable GAN
|
Fania Mokhayeri
•
Kaveh Kamali
•
Eric Granger
2019-10-31
Quantum Wasserstein Generative Adversarial Networks
|
Shouvanik Chakrabarti
•
Yiming Huang
•
Tongyang Li
•
Soheil Feizi
•
Xiaodi Wu
2019-10-31
Modeling Feature Representations for Affective Speech using Generative Adversarial Networks
Saurabh Sahu
•
Rahul Gupta
•
Carol Espy-Wilson
2019-10-31
The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN
Wenjun Yan
•
Yuanyuan Wang
•
Shengjia Gu
•
Lu Huang
•
Fuhua Yan
•
Liming Xia
•
Qian Tao
2019-10-30
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models
|
Maksim Kuznetsov
•
Daniil Polykovskiy
•
Dmitry Vetrov
•
Alexander Zhebrak
2019-10-29
On the Benefit of Adversarial Training for Monocular Depth Estimation
|
Rick Groenendijk
•
Sezer Karaoglu
•
Theo Gevers
•
Thomas Mensink
2019-10-29
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs
Liu Yang
•
Sean Treichler
•
Thorsten Kurth
•
Keno Fischer
•
David Barajas-Solano
•
Josh Romero
•
Valentin Churavy
•
Alexandre Tartakovsky
•
Michael Houston
•
Prabhat
•
George Karniadakis
2019-10-29
Small-GAN: Speeding Up GAN Training Using Core-sets
Samarth Sinha
•
Han Zhang
•
Anirudh Goyal
•
Yoshua Bengio
•
Hugo Larochelle
•
Augustus Odena
2019-10-29
Kernel-Guided Training of Implicit Generative Models with Stability Guarantees
Arash Mehrjou
•
Wittawat Jitkrittum
•
Krikamol Muandet
•
Bernhard Schölkopf
2019-10-29
A Decentralized Parallel Algorithm for Training Generative Adversarial Nets
Mingrui Liu
•
Wei zhang
•
Youssef Mroueh
•
Xiaodong Cui
•
Jerret Ross
•
Tianbao Yang
•
Payel Das
2019-10-28
Consistency Regularization for Generative Adversarial Networks
Han Zhang
•
Zizhao Zhang
•
Augustus Odena
•
Honglak Lee
2019-10-26
Wavelets to the Rescue: Improving Sample Quality of Latent Variable Deep Generative Models
Prashnna K Gyawali
•
Rudra Shah
•
Linwei Wang
•
VSR Veeravasarapu
•
Maneesh Singh
2019-10-26
Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images
|
Marcos Pividori
•
Guillermo L. Grinblat
•
Lucas C. Uzal
2019-10-26
Study of Deep Generative Models for Inorganic Chemical Compositions
|
Yoshihide Sawada
•
Koji Morikawa
•
Mikiya Fujii
2019-10-25
Seeing What a GAN Cannot Generate
|
David Bau
•
Jun-Yan Zhu
•
Jonas Wulff
•
William Peebles
•
Hendrik Strobelt
•
Bolei Zhou
•
Antonio Torralba
2019-10-24
Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement
Zhiwu Huang
•
Danda Pani Paudel
•
Guanju Li
•
Jiqing Wu
•
Radu Timofte
•
Luc van Gool
2019-10-23
Unsupervised Dual Adversarial Learning for Anomaly Detection in Colonoscopy Video Frames
Yuyuan Liu
•
Yu Tian
•
Gabriel Maicas
•
Leonardo Z. C. T. Pu
•
Rajvinder Singh
•
Johan W. Verjans
•
Gustavo Carneiro
2019-10-23
Bridging the Gap Between $f$-GANs and Wasserstein GANs
|
Jiaming Song
•
Stefano Ermon
2019-10-22
CycleGAN Voice Conversion of Spectral Envelopes using Adversarial Weights
Rafael Ferro
•
Nicolas Obin
•
Axel Roebel
2019-10-22
A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis
Jorge Agnese
•
Jonathan Herrera
•
Haicheng Tao
•
Xingquan Zhu
2019-10-21
DwNet: Dense warp-based network for pose-guided human video generation
|
Polina Zablotskaia
•
Aliaksandr Siarohin
•
Bo Zhao
•
Leonid Sigal
2019-10-21
Learning GANs and Ensembles Using Discrepancy
Ben Adlam
•
Corinna Cortes
•
Mehryar Mohri
•
Ningshan Zhang
2019-10-20
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN)
|
Petru Soviany
•
Claudiu Ardei
•
Radu Tudor Ionescu
•
Marius Leordeanu
2019-10-20
Semi-supervised Learning using Adversarial Training with Good and Bad Samples
Wenyuan Li
•
Zichen Wang
•
Yuguang Yue
•
Jiayun Li
•
William Speier
•
Mingyuan Zhou
•
Corey W. Arnold
2019-10-18
On Solving Minimax Optimization Locally: A Follow-the-Ridge Approach
Yuanhao Wang
•
Guodong Zhang
•
Jimmy Ba
2019-10-16
Label-Conditioned Next-Frame Video Generation with Neural Flows
David Donahue
2019-10-16
Gradient penalty from a maximum margin perspective
|
Alexia Jolicoeur-Martineau
•
Ioannis Mitliagkas
2019-10-15
Discriminator optimal transport
|
Akinori Tanaka
2019-10-15
Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light
Eunah Jung
•
Nan Yang
•
Daniel Cremers
2019-10-15
Implicit competitive regularization in GANs
|
Florian Schäfer
•
Hongkai Zheng
•
Anima Anandkumar
2019-10-13
Image Generation and Recognition (Emotions)
Hanne Carlsson
•
Dimitrios Kollias
2019-10-13
Emotion Generation and Recognition: A StarGAN Approach
Aritra Banerjee
•
Dimitrios Kollias
2019-10-12
AffWild Net and Aff-Wild Database
Alvertos Benroumpi
•
Dimitrios Kollias
2019-10-11
Visual Indeterminacy in GAN Art
Aaron Hertzmann
2019-10-10
Comparison of Generative Adversarial Networks Architectures Which Reduce Mode Collapse
Yicheng
•
Hong
2019-10-10
Unconstrained Road Marking Recognition with Generative Adversarial Networks
Younkwan Lee
•
Juhyun Lee
•
Yoojin Hong
•
Yeongmin Ko
•
Moongu Jeon
2019-10-10
A cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddings
|
Qi Li
•
Long Mai
•
Michael A. Alcorn
•
Anh Nguyen
2019-10-10
Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution
Xin Deng
•
Ren Yang
•
Mai Xu
•
Pier Luigi Dragotti
2019-10-09
Text-to-Image Synthesis Based on Machine Generated Captions
Marco Menardi
•
Alex Falcon
•
Saida S. Mohamed
•
Lorenzo Seidenari
•
Giuseppe Serra
•
Alberto del Bimbo
•
Carlo Tasso
2019-10-09
Semantic-aware Image Deblurring
Fuhai Chen
•
Rongrong Ji
•
Chengpeng Dai
•
Xiaoshuai Sun
•
Chia-Wen Lin
•
Jiayi Ji
•
Baochang Zhang
•
Feiyue Huang
•
Liujuan Cao
2019-10-09
Prescribed Generative Adversarial Networks
|
Adji B. Dieng
•
Francisco J. R. Ruiz
•
David M. Blei
•
Michalis K. Titsias
2019-10-09
Semi Few-Shot Attribute Translation
Ricard Durall
•
Franz-Josef Pfreundt
•
Janis Keuper
2019-10-08
Generating valid Euclidean distance matrices
|
Moritz Hoffmann
•
Frank Noé
2019-10-07
PPGAN: Privacy-preserving Generative Adversarial Network
Yi Liu
•
Jialiang Peng
•
James J. Q. Yu
•
Yi Wu
2019-10-04
Generative Adversarial Networks for Failure Prediction
Shuai Zheng
•
Ahmed Farahat
•
Chetan Gupta
2019-10-04
Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image Classification
|
Florent Chiaroni
•
Ghazaleh Khodabandelou
•
Mohamed-Cherif Rahal
•
Nicolas Hueber
•
Frederic Dufaux
2019-10-04
A Conditional Generative Model for Predicting Material Microstructures from Processing Methods
Akshay Iyer
•
Biswadip Dey
•
Arindam Dasgupta
•
Wei Chen
•
Amit Chakraborty
2019-10-04
Improving Limited Angle CT Reconstruction with a Robust GAN Prior
Rushil Anirudh
•
Hyojin Kim
•
Jayaraman J. Thiagarajan
•
K. Aditya Mohan
•
Kyle M. Champley
2019-10-03
Bootstrapping Conditional GANs for Video Game Level Generation
Ruben Rodriguez Torrado
•
Ahmed Khalifa
•
Michael Cerny Green
•
Niels Justesen
•
Sebastian Risi
•
Julian Togelius
2019-10-03
Adversarial Colorization Of Icons Based On Structure And Color Conditions
|
Tsai-Ho Sun
•
Chien-Hsun Lai
•
Sai-Keung Wong
•
Yu-Shuen Wang
2019-10-03
On the estimation of the Wasserstein distance in generative models
Thomas Pinetz
•
Daniel Soukup
•
Thomas Pock
2019-10-02
InGAN: Capturing and Retargeting the "DNA" of a Natural Image
Assaf Shocher
•
Shai Bagon
•
Phillip Isola
•
Michal Irani
2019-10-01
Wasserstein GAN With Quadratic Transport Cost
Huidong Liu
•
Xianfeng Gu
•
Dimitris Samaras
2019-10-01
Semi-Supervised Pedestrian Instance Synthesis and Detection With Mutual Reinforcement
Si Wu
•
Sihao Lin
•
Wenhao Wu
•
Mohamed Azzam
•
Hau-San Wong
2019-10-01
Deep Single-Image Portrait Relighting
|
Hao Zhou
•
Sunil Hadap
•
Kalyan Sunkavalli
•
David W. Jacobs
2019-10-01
M2FPA: A Multi-Yaw Multi-Pitch High-Quality Dataset and Benchmark for Facial Pose Analysis
Pei-Pei Li
•
Xiang Wu
•
Yibo Hu
•
Ran He
•
Zhenan Sun
2019-10-01
Improvement of Multiparametric MR Image Segmentation by Augmenting the Data with Generative Adversarial Networks for Glioma Patients
Eric Carver
•
Zhenzhen Dai
•
Evan Liang
•
James Snyder
•
Ning Wen
2019-10-01
Towards Diverse Paraphrase Generation Using Multi-Class Wasserstein GAN
Zhecheng An
•
Sicong Liu
2019-09-30
Stabilizing Generative Adversarial Networks: A Survey
Maciej Wiatrak
•
Stefano V. Albrecht
•
Andrew Nystrom
2019-09-30
Implicit Discriminator in Variational Autoencoder
Prateek Munjal
•
Akanksha Paul
•
Narayanan C. Krishnan
2019-09-28
Stein Bridging: Enabling Mutual Reinforcement between Explicit and Implicit Generative Models
|
Qitian Wu
•
Rui Gao
•
Hongyuan Zha
2019-09-28
The Detection of Distributional Discrepancy for Text Generation
Xingyuan Chen
•
Ping Cai
•
Peng Jin
•
Haokun Du
•
Hongjun Wang
•
Xingyu Dai
•
Jia-Jun Chen
2019-09-28
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis
|
Atsuhiro Noguchi
•
Tatsuya Harada
2019-09-27
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis
|
Wen Liu
•
Zhixin Piao
•
Jie Min
•
Wenhan Luo
•
Lin Ma
•
Shenghua Gao
2019-09-26
Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition
Haseeb Nazki
•
Sook Yoon
•
Alvaro Fuentes
•
Dong Sun Park
2019-09-26
HumanGAN: generative adversarial network with human-based discriminator and its evaluation in speech perception modeling
Kazuki Fujii
•
Yuki Saito
•
Shinnosuke Takamichi
•
Yukino Baba
•
Hiroshi Saruwatari
2019-09-25
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training
Chunpeng Wu
•
Wei Wen
•
Yiran Chen
•
Hai Li
2019-09-25
Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems
Byeongsu Sim
•
Gyutaek Oh
•
Jeongsol Kim
•
Chanyong Jung
•
Jong Chul Ye
2019-09-25
Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space with Softplus Loss
|
Xin Ding
•
Z. Jane Wang
•
William J. Welch
2019-09-24
Keyphrase Generation for Scientific Articles using GANs
|
Avinash Swaminathan
•
Raj Kuwar Gupta
•
Haimin Zhang
•
Debanjan Mahata
•
Rakesh Gosangi
•
Rajiv Ratn Shah
2019-09-24
Generating Geological Facies Models with Fidelity to Diversity and Statistics of Training Images using Improved Generative Adversarial Networks
Lingchen Zhu
•
Tuanfeng Zhang
2019-09-23
IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes
Zehui Yao
•
Boyan Zhang
•
Zhiyong Wang
•
Wanli Ouyang
•
Dong Xu
•
Dagan Feng
2019-09-21
Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation
Harshala Gammulle
•
Tharindu Fernando
•
Simon Denman
•
Sridha Sridharan
•
Clinton Fookes
2019-09-20
Fine-grained Action Segmentation using the Semi-Supervised Action GAN
Harshala Gammulle
•
Simon Denman
•
Sridha Sridharan
•
Clinton Fookes
2019-09-20
Synthesis of Realistic ECG using Generative Adversarial Networks
|
Anne Marie Delaney
•
Eoin Brophy
•
Tomas E. Ward
2019-09-19
HAD-GAN: A Human-perception Auxiliary Defense GAN to Defend Adversarial Examples
Wanting Yu
•
Hongyi Yu
•
Lingyun Jiang
•
Mengli Zhang
•
Kai Qiao
•
Linyuan Wang
•
Bin Yan
2019-09-17
Alleviating Feature Confusion for Generative Zero-shot Learning
|
Jingjing Li
•
Mengmeng Jing
•
Ke Lu
•
Lei Zhu
•
Yang Yang
•
Zi Huang
2019-09-17
Identity-Aware Deep Face Hallucination via Adversarial Face Verification
Hadi Kazemi
•
Fariborz Taherkhani
•
Nasser M. Nasrabadi
2019-09-17
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer
|
Wentao Jiang
•
Si Liu
•
Chen Gao
•
Jie Cao
•
Ran He
•
Jiashi Feng
•
Shuicheng Yan
2019-09-16
A Characteristic Function Approach to Deep Implicit Generative Modeling
|
Abdul Fatir Ansari
•
Jonathan Scarlett
•
Harold Soh
2019-09-16
Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks
Yumeng Zhang
•
Gaoguo Jia
•
Li Chen
•
Mingrui Zhang
•
Junhai Yong
2019-09-16
Understanding and Improving Virtual Adversarial Training
Dongha Kim
•
Yongchan Choi
•
Yongdai Kim
2019-09-15
Deep Adversarial Belief Networks
Yuming Huang
•
Ashkan Panahi
•
Hamid Krim
•
Yiyi Yu
•
Spencer L. Smith
2019-09-13
Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation
Albert Reed
•
Isaac Gerg
•
John McKay
•
Daniel Brown
•
David Williams
•
Suren Jayasuriya
2019-09-13
JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video
|
Soo Ye Kim
•
Jihyong Oh
•
Munchurl Kim
2019-09-10
A Meta-Learning Framework for Generalized Zero-Shot Learning
|
Vinay Kumar Verma
•
Dhanajit Brahma
•
Piyush Rai
2019-09-10
Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model
David John Gagne II
•
Hannah M. Christensen
•
Aneesh C. Subramanian
•
Adam H. Monahan
2019-09-10
Sampling Strategies for GAN Synthetic Data
Binod Bhattarai
•
Seungryul Baek
•
Rumeysa Bodur
•
Tae-Kyun Kim
2019-09-10
TorchGAN: A Flexible Framework for GAN Training and Evaluation
|
Avik Pal
•
Aniket Das
2019-09-08
Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks
|
Baris Gecer
•
Alexander Lattas
•
Stylianos Ploumpis
•
Jiankang Deng
•
Athanasios Papaioannou
•
Stylianos Moschoglou
•
Stefanos Zafeiriou
2019-09-05
Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis
|
Nilesh Pandey
•
Andreas Savakis
2019-09-05
Autoregressive Text Generation Beyond Feedback Loops
|
Florian Schmidt
•
Stephan Mandt
•
Thomas Hofmann
2019-08-30
TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning
|
Chenrui Zhang
•
Xiaoqing Lyu
•
Zhi Tang
2019-08-30
Key Protected Classification for Collaborative Learning
|
Mert Bülent Sarıyıldız
•
Ramazan Gökberk Cinbiş
•
Erman Ayday
2019-08-27
Mocycle-GAN: Unpaired Video-to-Video Translation
Yang Chen
•
Yingwei Pan
•
Ting Yao
•
Xinmei Tian
•
Tao Mei
2019-08-26
Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction
|
Balamurali Murugesan
•
Vijaya Raghavan S
•
Kaushik Sarveswaran
•
Keerthi Ram
•
Mohanasankar Sivaprakasam
2019-08-25
RBCN: Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs
Chunlei Liu
•
Wenrui Ding
•
Xin Xia
•
Yuan Hu
•
Baochang Zhang
•
Jianzhuang Liu
•
Bohan Zhuang
•
Guodong Guo
2019-08-21
Effects of Blur and Deblurring to Visual Object Tracking
Qing Guo
•
Wei Feng
•
Zhihao Chen
•
Ruijun Gao
•
Liang Wan
•
Song Wang
2019-08-21
Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection
Bingzhe Wu
•
Shiwan Zhao
•
Chaochao Chen
•
Haoyang Xu
•
Li Wang
•
Xiaolu Zhang
•
Guangyu Sun
•
Jun Zhou
2019-08-21
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation
Hajar Emami
•
Majid Moradi Aliabadi
•
Ming Dong
•
Ratna Babu Chinnam
2019-08-19
PolyGAN: High-Order Polynomial Generators
Grigorios Chrysos
•
Stylianos Moschoglou
•
Yannis Panagakis
•
Stefanos Zafeiriou
2019-08-19
FSGAN: Subject Agnostic Face Swapping and Reenactment
|
Yuval Nirkin
•
Yosi Keller
•
Tal Hassner
2019-08-16
The Angel is in the Priors: Improving GAN based Image and Sequence Inpainting with Better Noise and Structural Priors
Avisek Lahiri
•
Arnav Kumar Jain
•
Prabir Kumar Biswas
2019-08-16
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss
|
Hyunsu Kim
•
Ho Young Jhoo
•
Eunhyeok Park
•
Sungjoo Yoo
2019-08-16
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization
|
Md Mahfuzur Rahman Siddiquee
•
Zongwei Zhou
•
Nima Tajbakhsh
•
Ruibin Feng
•
Michael B. Gotway
•
Yoshua Bengio
•
Jianming Liang
2019-08-16
Cosmological N-body simulations: a challenge for scalable generative models
|
Nathanaël Perraudin
•
Ankit Srivastava
•
Aurelien Lucchi
•
Tomasz Kacprzak
•
Thomas Hofmann
•
Alexandre Réfrégier
2019-08-15
Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation
Mihai Marian Puscas
•
Dan Xu
•
Andrea Pilzer
•
Nicu Sebe
2019-08-15
Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN
Xumin Tao
•
Hongrong Wei
•
Wufeng Xue
•
Dong Ni
2019-08-14
Faster Unsupervised Semantic Inpainting: A GAN Based Approach
Avisek Lahiri
•
Arnav Kumar Jain
•
Divyasri Nadendla
•
Prabir Kumar Biswas
2019-08-14
Boosted GAN with Semantically Interpretable Information for Image Inpainting
Ang Li
•
Jianzhong Qi
•
Rui Zhang
•
Ramamohanarao Kotagiri
2019-08-13
CMB-GAN: Fast Simulations of Cosmic Microwave background anisotropy maps using Deep Learning
Amit Mishra
•
Pranath Reddy
•
Rahul Nigam
2019-08-11
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
|
Orest Kupyn
•
Tetiana Martyniuk
•
Junru Wu
•
Zhangyang Wang
2019-08-10
Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks
|
Gihyun Kwon
•
Chihye Han
•
Dae-shik Kim
2019-08-07
Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition
Veeru Talreja
•
Fariborz Taherkhani
•
Matthew C. Valenti
•
Nasser M. Nasrabadi
2019-08-05
Visual-Relation Conscious Image Generation from Structured-Text
Duc Minh Vo
•
Akihiro Sugimoto
2019-08-05
AdvGAN++ : Harnessing latent layers for adversary generation
Puneet Mangla
•
Surgan Jandial
•
Sakshi Varshney
•
Vineeth N. Balasubramanian
2019-08-02
Generative Image Inpainting with Submanifold Alignment
Ang Li
•
Jianzhong Qi
•
Rui Zhang
•
Xingjun Ma
•
Kotagiri Ramamohanarao
2019-08-01
GANs 'N Lungs: improving pneumonia prediction
Tatiana Malygina
•
Elena Ericheva
•
Ivan Drokin
2019-08-01
Generative Adversarial Networks (GAN) for compact beam source modelling in Monte Carlo simulations
David Sarrut
•
Nils Krah
•
Jean-Michel Létang
2019-07-31
A Two Stage GAN for High Resolution Retinal Image Generation and Segmentation
Paolo Andreini
•
Simone Bonechi
•
Monica Bianchini
•
Alessandro Mecocci
•
Franco Scarselli
•
Andrea Sodi
2019-07-29
Blind Deblurring Using GANs
|
Manoj Kumar Lenka
•
Anubha Pandey
•
Anurag Mittal
2019-07-27
UGAN: Untraceable GAN for Multi-Domain Face Translation
Defa Zhu
•
Si Liu
•
Wentao Jiang
•
Chen Gao
•
Tianyi Wu
•
Qaingchang Wang
•
Guodong Guo
2019-07-26
VITAL: A Visual Interpretation on Text with Adversarial Learning for Image Labeling
Tao Hu
•
Chengjiang Long
•
Leheng Zhang
•
Chunxia Xiao
2019-07-26
PU-GAN: a Point Cloud Upsampling Adversarial Network
|
Ruihui Li
•
Xianzhi Li
•
Chi-Wing Fu
•
Daniel Cohen-Or
•
Pheng-Ann Heng
2019-07-25
Hard-Aware Fashion Attribute Classification
Yun Ye
•
Yixin Li
•
Bo Wu
•
Wei zhang
•
Ling-Yu Duan
•
Tao Mei
2019-07-25
Interpreting the Latent Space of GANs for Semantic Face Editing
|
Yujun Shen
•
Jinjin Gu
•
Xiaoou Tang
•
Bolei Zhou
2019-07-25
Pose-variant 3D Facial Attribute Generation
Feng-Ju Chang
•
Xiang Yu
•
Ram Nevatia
•
Manmohan Chandraker
2019-07-24
Lifelong GAN: Continual Learning for Conditional Image Generation
Mengyao Zhai
•
Lei Chen
•
Fred Tung
•
JiaWei He
•
Megha Nawhal
•
Greg Mori
2019-07-23
Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets
Naima Otberdout
•
Mohamed Daoudi
•
Anis Kacem
•
Lahoucine Ballihi
•
Stefano Berretti
2019-07-23
Bayesian Inference with Generative Adversarial Network Priors
Dhruv Patel
•
Assad A. Oberai
2019-07-22
Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition
Nour Soufi
•
Matias Valdenegro-Toro
2019-07-17
On the "steerability" of generative adversarial networks
|
Ali Jahanian
•
Lucy Chai
•
Phillip Isola
2019-07-16
Detecting and Simulating Artifacts in GAN Fake Images
|
Xu Zhang
•
Svebor Karaman
•
Shih-Fu Chang
2019-07-15
Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning
Ying Da Wang
•
Ryan T. Armstrong
•
Peyman Mostaghimi
2019-07-15
FMRI data augmentation via synthesis
Peiye Zhuang
•
Alexander G. Schwing
•
Sanmi Koyejo
2019-07-13
Adversarial Lipschitz Regularization
|
Dávid Terjék
2019-07-12
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning
Jian Ni
•
Shanghang Zhang
•
Haiyong Xie
2019-07-12
Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps
|
Yahui Liu
•
Marco De Nadai
•
Gloria Zen
•
Nicu Sebe
•
Bruno Lepri
2019-07-12
Enhanced generative adversarial network for 3D brain MRI super-resolution
Jiancong Wang
•
Yu-Hua Chen
•
Yifan Wu
•
Jianbo Shi
•
James Gee
2019-07-10
k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport
Luca Ambrogioni
•
Umut Güçlü
•
Marcel van Gerven
2019-07-09
MRI Super-Resolution with Ensemble Learning and Complementary Priors
Qing Lyu
•
Hongming Shan
•
Ge Wang
2019-07-06
Affine Disentangled GAN for Interpretable and Robust AV Perception
Letao Liu
•
Martin Saerbeck
•
Justin Dauwels
2019-07-06
Twin Auxiliary Classifiers GAN
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Mingming Gong
•
Yanwu Xu
•
Chunyuan Li
•
Kun Zhang
•
Kayhan Batmanghelich
2019-07-05
Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation
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Bin Duan
•
Wei Wang
•
Hao Tang
•
Hugo Latapie
•
Yan Yan
2019-07-03
City-GAN: Learning architectural styles using a custom Conditional GAN architecture
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Maximilian Bachl
•
Daniel C. Ferreira
2019-07-03
Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images
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Hristina Uzunova
•
Jan Ehrhardt
•
Fabian Jacob
•
Alex Frydrychowicz
•
Heinz Handels
2019-07-02
MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network
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Md. Mostafa Kamal Sarker
•
Hatem A. Rashwan
•
Mohamed Abdel-Nasser
•
Vivek Kumar Singh
•
Syeda Furruka Banu
•
Farhan Akram
•
Forhad U H Chowdhury
•
Kabir Ahmed Choudhury
•
Sylvie Chambon
•
Petia Radeva
•
Domenec Puig
2019-07-01
SetGAN: Improving the stability and diversity of generative models through a permutation invariant architecture
Alessandro Ferrero
•
Shireen Elhabian
•
Ross Whitaker
2019-06-28
A Survey on GANs for Anomaly Detection
Federico Di Mattia
•
Paolo Galeone
•
Michele De Simoni
•
Emanuele Ghelfi
2019-06-27
Mind2Mind : transfer learning for GANs
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Yaël Frégier
•
Jean-Baptiste Gouray
2019-06-27
Topology Maintained Structure Encoding
Qing Fang
2019-06-26
AGAN: Towards Automated Design of Generative Adversarial Networks
Hanchao Wang
•
Jun Huan
2019-06-25
Interactive Optimization of Generative Image Modeling using Sequential Subspace Search and Content-based Guidance
Toby Chong Long Hin
•
I-Chao Shen
•
Issei Sato
•
Takeo Igarashi
2019-06-24
Adversarial Computation of Optimal Transport Maps
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Jacob Leygonie
•
Jennifer She
•
Amjad Almahairi
•
Sai Rajeswar
•
Aaron Courville
2019-06-24
SGANVO: Unsupervised Deep Visual Odometry and Depth Estimation with Stacked Generative Adversarial Networks
Tuo Feng
•
Dongbing Gu
2019-06-20
Disentangled Inference for GANs with Latently Invertible Autoencoder
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Jiapeng Zhu
•
Deli Zhao
•
Bo Zhang
•
Bolei Zhou
2019-06-19
Using colorization as a tool for automatic makeup suggestion
Shreyank Narayana Gowda
2019-06-18
Active Generative Adversarial Network for Image Classification
Quan Kong
•
Bin Tong
•
Martin Klinkigt
•
Yuki Watanabe
•
Naoto Akira
•
Tomokazu Murakami
2019-06-17
Particle Swarm Optimization for Great Enhancement in Semi-Supervised Retinal Vessel Segmentation with Generative Adversarial Networks
Qiang Huo
2019-06-17
Realistic Speech-Driven Facial Animation with GANs
Konstantinos Vougioukas
•
Stavros Petridis
•
Maja Pantic
2019-06-14
Unsupervised Image Noise Modeling with Self-Consistent GAN
Hanshu Yan
•
Xuan Chen
•
Vincent Y. F. Tan
•
Wenhan Yang
•
Joe Wu
•
Jiashi Feng
2019-06-13
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection
Changhee Han
•
Yoshiro Kitamura
•
Akira Kudo
•
Akimichi Ichinose
•
Leonardo Rundo
•
Yujiro Furukawa
•
Kazuki Umemoto
•
Yuanzhong Li
•
Hideki Nakayama
2019-06-12
On Stabilizing Generative Adversarial Training with Noise
Simon Jenni
•
Paolo Favaro
2019-06-11
A Closer Look at the Optimization Landscapes of Generative Adversarial Networks
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Hugo Berard
•
Gauthier Gidel
•
Amjad Almahairi
•
Pascal Vincent
•
Simon Lacoste-Julien
2019-06-11
Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks
Xiao Li
•
Yue Dong
•
Pieter Peers
•
Xin Tong
2019-06-10
SAR: Learning Cross-Language API Mappings with Little Knowledge
Nghi D. Q. Bui
•
Yijun Yu
•
Lingxiao Jiang
2019-06-10
The Implicit Metropolis-Hastings Algorithm
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Kirill Neklyudov
•
Evgenii Egorov
•
Dmitry Vetrov
2019-06-09
Semi-supervised Complex-valued GAN for Polarimetric SAR Image Classification
Qigong Sun
•
Xiufang Li
•
Lingling Li
•
Xu Liu
•
Fang Liu
•
Licheng Jiao
2019-06-09
Federated AI lets a team imagine together: Federated Learning of GANs
Rajagopal. A
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Nirmala. V
2019-06-09
Generative Adversarial Networks for Operational Scenario Planning of Renewable Energy Farms: A Study on Wind and Photovoltaic
Jens Schreiber
•
Maik Jessulat
•
Bernhard Sick
2019-06-03
Generative Adversarial Networks for Distributed Intrusion Detection in the Internet of Things
Aidin Ferdowsi
•
Walid Saad
2019-06-03
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
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Ruoteng Li
•
Loong-Fah Cheong
•
Robby T. Tan
2019-06-01
Learning Words by Drawing Images
Didac Suris
•
Adria Recasens
•
David Bau
•
David Harwath
•
James Glass
•
Antonio Torralba
2019-06-01
Sphere Generative Adversarial Network Based on Geometric Moment Matching
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Sung Woo Park
•
Junseok Kwon
2019-06-01
Parallel Optimal Transport GAN
Gil Avraham
•
Yan Zuo
•
Tom Drummond
2019-06-01
Hierarchical Cross-Modal Talking Face Generation With Dynamic Pixel-Wise Loss
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Lele Chen
•
Ross K. Maddox
•
Zhiyao Duan
•
Chenliang Xu
2019-06-01
Enhanced Pix2pix Dehazing Network
Yanyun Qu
•
Yizi Chen
•
Jingying Huang
•
Yuan Xie
2019-06-01
Robust Histopathology Image Analysis: To Label or to Synthesize?
Le Hou
•
Ayush Agarwal
•
Dimitris Samaras
•
Tahsin M. Kurc
•
Rajarsi R. Gupta
•
Joel H. Saltz
2019-06-01
Adversarial Semantic Alignment for Improved Image Captions
Pierre Dognin
•
Igor Melnyk
•
Youssef Mroueh
•
Jerret Ross
•
Tom Sercu
2019-06-01
APDrawingGAN: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs
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Ran Yi
•
Yong-Jin Liu
•
Yu-Kun Lai
•
Paul L. Rosin
2019-06-01
R2GAN: Cross-Modal Recipe Retrieval With Generative Adversarial Network
Bin Zhu
•
Chong-Wah Ngo
•
Jingjing Chen
•
Yanbin Hao
2019-06-01
Learning to Transfer: Unsupervised Meta Domain Translation
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Jianxin Lin
•
Yijun Wang
•
Tianyu He
•
Zhibo Chen
2019-06-01
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection
Changhee Han
•
Leonardo Rundo
•
Ryosuke Araki
•
Yudai Nagano
•
Yujiro Furukawa
•
Giancarlo Mauri
•
Hideki Nakayama
•
Hideaki Hayashi
2019-05-31
Benchmarking Regression Methods: A comparison with CGAN
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Karan Aggarwal
•
Matthieu Kirchmeyer
•
Pranjul Yadav
•
S. Sathiya Keerthi
•
Patrick Gallinari
2019-05-30
Applying Generative Adversarial Networks to Intelligent Subsurface Imaging and Identification
William Rice
2019-05-30
Adversarial Sub-sequence for Text Generation
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Xingyuan Chen
•
Yanzhe Li
•
Peng Jin
•
Jiuhua Zhang
•
Xin-yu Dai
•
Jia-Jun Chen
•
Gang Song
2019-05-30
Stabilizing GANs with Soft Octave Convolutions
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Ricard Durall
•
Franz-Josef Pfreundt
•
Janis Keuper
2019-05-29
GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial Networks
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Hideaki Hayashi
•
Kohtaro Abe
•
Seiichi Uchida
2019-05-29
KG-GAN: Knowledge-Guided Generative Adversarial Networks
Che-Han Chang
•
Chun-Hsien Yu
•
Szu-Ying Chen
•
Edward Y. Chang
2019-05-29
Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks
Ranjith Dinakaran
•
Philip Easom
•
Li Zhang
•
Ahmed Bouridane
•
Richard Jiang
•
Eran Edirisinghe
2019-05-29
Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators
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Daniel Stoller
•
Sebastian Ewert
•
Simon Dixon
2019-05-29
Emergence of Object Segmentation in Perturbed Generative Models
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Adam Bielski
•
Paolo Favaro
2019-05-29
JGAN: A Joint Formulation of GAN for Synthesizing Images and Labels
Minje Park
2019-05-28
Video-to-Video Translation for Visual Speech Synthesis
Michail C. Doukas
•
Viktoriia Sharmanska
•
Stefanos Zafeiriou
2019-05-28
Object Discovery with a Copy-Pasting GAN
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Relja Arandjelović
•
Andrew Zisserman
2019-05-27
Classification Accuracy Score for Conditional Generative Models
Suman Ravuri
•
Oriol Vinyals
2019-05-26
DHSGAN: An End to End Dehazing Network for Fog and Smoke
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Ramavtar Malav
•
Ayoung Kim
•
Soumya Ranjan Sahoo
•
Gaurav Pandey
2019-05-26
Generative adversarial network based on chaotic time series
Makoto Naruse
•
Takashi Matsubara
•
Nicolas Chauvet
•
Kazutaka Kanno
•
Tianyu Yang
•
Atsushi Uchida
2019-05-24
Semi-supervised GAN for Classification of Multispectral Imagery Acquired by UAVs
Hamideh Kerdegari
•
Manzoor Razaak
•
Vasileios Argyriou
•
Paolo Remagnino
2019-05-24
Decentralized Learning of Generative Adversarial Networks from Non-iid Data
Ryo Yonetani
•
Tomohiro Takahashi
•
Atsushi Hashimoto
•
Yoshitaka Ushiku
2019-05-23
Training language GANs from Scratch
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Cyprien de Masson d'Autume
•
Mihaela Rosca
•
Jack Rae
•
Shakir Mohamed
2019-05-23
PHom-GeM: Persistent Homology for Generative Models
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Jeremy Charlier
•
Radu State
•
Jean Hilger
2019-05-23
Generative Imaging and Image Processing via Generative Encoder
Lin Chen
•
Haizhao Yang
2019-05-23
Augmenting correlation structures in spatial data using deep generative models
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Konstantin Klemmer
•
Adriano Koshiyama
•
Sebastian Flennerhag
2019-05-23
Exploring Bias in GAN-based Data Augmentation for Small Samples
Mengxiao Hu
•
Jinlong Li
2019-05-21
S-Flow GAN
Yakov Miron
•
Yona Coscas
2019-05-21
Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling
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Hao Zhang
•
Bo Chen
•
Long Tian
•
Zhengjue Wang
•
Mingyuan Zhou
2019-05-18
ReshapeGAN: Object Reshaping by Providing A Single Reference Image
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Ziqiang Zheng
•
Yang Wu
•
Zhibin Yu
•
Yang Yang
•
Haiyong Zheng
•
Takeo Kanade
2019-05-16
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach
Wenyuan Li
•
Zichen Wang
•
Jiayun Li
•
Jennifer Polson
•
William Speier
•
Corey Arnold
2019-05-16
Non-Parametric Priors For Generative Adversarial Networks
Rajhans Singh
•
Pavan Turaga
•
Suren Jayasuriya
•
Ravi Garg
•
Martin W. Braun
2019-05-16
Fonts-2-Handwriting: A Seed-Augment-Train framework for universal digit classification
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Vinay Uday Prabhu
•
Sanghyun Han
•
Dian Ang Yap
•
Mihail Douhaniaris
•
Preethi Seshadri
•
John Whaley
2019-05-16
X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks
Xingde Ying
•
Heng Guo
•
Kai Ma
•
Jian Wu
•
Zheng-Xin Weng
•
Yefeng Zheng
2019-05-16
Deep Compressed Sensing
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Yan Wu
•
Mihaela Rosca
•
Timothy Lillicrap
2019-05-16
3D Semantic Scene Completion from a Single Depth Image using Adversarial Training
Yueh-Tung Chen
•
Martin Garbade
•
Juergen Gall
2019-05-15
An Improved Self-supervised GAN via Adversarial Training
Ngoc-Trung Tran
•
Viet-Hung Tran
•
Ngoc-Bao Nguyen
•
Ngai-Man Cheung
2019-05-14
Expression Conditional GAN for Facial Expression-to-Expression Translation
Hao Tang
•
Wei Wang
•
Songsong Wu
•
Xinya Chen
•
Dan Xu
•
Nicu Sebe
•
Yan Yan
2019-05-14
AUTOVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
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Kaizhi Qian
•
Yang Zhang
•
Shiyu Chang
•
Xuesong Yang
•
Mark Hasegawa-Johnson
2019-05-14
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement
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Szu-Wei Fu
•
Chien-Feng Liao
•