Generative Adversarial Network

Introduced by Goodfellow et al. in Generative Adversarial Networks

A GAN, or Generative Adversarial Network, is a generative model that simultaneously trains two models: a generative model $G$ that captures the data distribution, and a discriminative model $D$ that estimates the probability that a sample came from the training data rather than $G$.

The training procedure for $G$ is to maximize the probability of $D$ making a mistake. This framework corresponds to a minimax two-player game. In the space of arbitrary functions $G$ and $D$, a unique solution exists, with $G$ recovering the training data distribution and $D$ equal to $\frac{1}{2}$ everywhere. In the case where $G$ and $D$ are defined by multilayer perceptrons, the entire system can be trained with backpropagation.

(Image Source: here)

Source: Generative Adversarial Networks

Latest Papers

PAPER DATE
Structure-Aware Human-Action Generation
| Ping YuYang ZhaoChunyuan LiJunsong YuanChangyou Chen
2020-07-04
Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography
Sharif Amit KamranKhondker Fariha HossainAlireza TavakkoliStewart Lee Zuckerbrod
2020-05-11
GACELA -- A generative adversarial context encoder for long audio inpainting
| Andres MarafiotiPiotr MajdakNicki HolighausNathanaël Perraudin
2020-05-11
Generating Memorable Images Based on Human Visual Memory Schemas
Cameron Kyle-DavidsonAdrian G. BorsKarla K. Evans
2020-05-06
Mimicry: Towards the Reproducibility of GAN Research
| Kwot Sin LeeChristopher Town
2020-05-05
Effect of The Latent Structure on Clustering with GANs
Deepak MishraAravind JayendranPrathosh A. P
2020-05-05
Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images
Tongge HuangPranamesh ChakrabortyAnuj Sharma
2020-05-05
Group Equivariant Generative Adversarial Networks
Neel DeyAntong ChenSoheil Ghafurian
2020-05-04
Learning of Art Style Using AI and Its Evaluation Based on Psychological Experiments
Mai Cong HungRyohei NakatsuNaoko TosaTakashi KusumiKoji Koyamada
2020-05-04
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN
Alireza KoochaliAndreas DengelSheraz Ahmed
2020-05-03
PCA-SRGAN: Incremental Orthogonal Projection Discrimination for Face Super-resolution
Hao DouChen ChenXiyuan HuZhisen HuSilong Peng
2020-05-01
Adversarial Synthesis of Human Pose from Text
Yifei ZhangRania BriqJulian TankeJuergen Gall
2020-05-01
Editing in Style: Uncovering the Local Semantics of GANs
| Edo CollinsRaja BalaBob PriceSabine Süsstrunk
2020-04-29
Image Morphing with Perceptual Constraints and STN Alignment
Noa FishRichard ZhangLilach PerryDaniel Cohen-OrEli ShechtmanConnelly Barnes
2020-04-29
Style-transfer GANs for bridging the domain gap in synthetic pose estimator training
Pavel RojtbergThomas PöllabauerArjan Kuijper
2020-04-28
Robust Generative Adversarial Network
Shufei ZhangZhuang QianKaizhu HuangJimin XiaoYuan He
2020-04-28
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning
Xinjian LuoXiangqi Zhu
2020-04-27
EM-GAN: Fast Stress Analysis for Multi-Segment Interconnect Using Generative Adversarial Networks
Wentian JinSheriff SadiqbatchaJinwei ZhangSheldon X. -D. Tan
2020-04-27
Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing
Hao SuJianwei NiuXuefeng LiuQingfeng LiJiahe CuiJi Wan
2020-04-22
Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent
Dong WangXiaoqian QinFengyi SongLi Cheng
2020-04-22
Fine-Grained Expression Manipulation via Structured Latent Space
Junshu TangZhiwen ShaoLizhuang Ma
2020-04-21
Pose Manipulation with Identity Preservation
| Andrei-Timotei ArdeleanLucian Mircea Sasu
2020-04-20
Robust Density Estimation under Besov IPM Losses
Ananya UppalShashank SinghBarnabas Poczos
2020-04-18
Emulation of cosmological mass maps with conditional generative adversarial networks
Nathanaël PerraudinSandro MarconAurelien LucchiTomasz Kacprzak
2020-04-17
YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset
Yuki HagiwaraToshihisa Tanaka
2020-04-17
OptiGAN: Generative Adversarial Networks for Goal Optimized Sequence Generation
| Mahmoud HossamTrung LeViet HuynhMichael PapasimeonDinh Phung
2020-04-16
Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization
Eason WangHenggang CuiSai YalamanchiMohana MoorthyFang-Chieh ChouNemanja Djuric
2020-04-14
Multi-modal Datasets for Super-resolution
Haoran LiWeihong QuanMeijun YanJin zhangXiaoli GongJin Zhou
2020-04-13
Adversarial Likelihood-Free Inference on Black-Box Generator
Dongjun KimWeonyoung JooSeungjae ShinKyungwoo SongIl-Chul Moon
2020-04-13
Autoencoding Generative Adversarial Networks
Conor Lazarou
2020-04-11
Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier
Zhanhong ZhouXiaolong ZhaiChung Tin
2020-04-10
Adversarial Latent Autoencoders
| Stanislav PidhorskyiDonald AdjerohGianfranco Doretto
2020-04-09
Score-Guided Generative Adversarial Networks
Minhyeok LeeJunhee Seok
2020-04-09
Using Skill Rating as Fitness on the Evolution of GANs
Victor CostaNuno LourençoJoão CorreiaPenousal Machado
2020-04-09
D-SRGAN: DEM Super-Resolution with Generative Adversarial Networks
Bekir Z DemirayMuhammed SitIbrahim Demir
2020-04-09
S2A: Wasserstein GAN with Spatio-Spectral Laplacian Attention for Multi-Spectral Band Synthesis
Litu RoutIndranil MisraS Manthira MoorthiDebajyoti Dhar
2020-04-08
Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN)
Jaleh ZandStephen Roberts
2020-04-08
Inpainting via Generative Adversarial Networks for CMB data analysis
Alireza Vafaei SadrFarida Farsian
2020-04-08
Attentive Normalization for Conditional Image Generation
| Yi WangYing-Cong ChenXiangyu ZhangJian SunJiaya Jia
2020-04-08
Toward Fine-grained Facial Expression Manipulation
Jun LingHan XueLi SongShuhui YangRong XieXiao Gu
2020-04-07
Data Dieting in GAN Training
Jamal ToutouhUna-May O'ReillyErik Hemberg
2020-04-07
Training End-to-end Single Image Generators without GANs
Yael VinkerNir ZabariYedid 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 LoeyFlorentin SmarandacheNour Eldeen M. Khalifa
2020-04-07
Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning
Ayberk AydınElif Surer
2020-04-06
Game of Learning Bloch Equation Simulations for MR Fingerprinting
Mingrui YangYun JiangDan MaBhairav B. MehtaMark A. Griswold
2020-04-05
Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks
Pourya ShamsolmoaliMasoumeh ZareapoorLinlin ShenAbdul Hamid SadkaJie Yang
2020-04-05
Feature Quantization Improves GAN Training
| Yang ZhaoChunyuan LiPing YuJianfeng GaoChangyou Chen
2020-04-05
Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials
Sehyun ChunSidhartha RoyYen Thi NguyenJoseph B. ChoiH. S. UdaykumarStephen S. Baek
2020-04-05
Adding A Filter Based on The Discriminator to Improve Unconditional Text Generation
Xingyuan ChenPing CaiPeng JinHongjun WangXinyu DaiJiajun Chen
2020-04-05
Deblurring by Realistic Blurring
Kaihao ZhangWenhan LuoYiran ZhongLin MaBjorn StengerWei LiuHongdong Li
2020-04-04
Model-based actor-critic: GAN + 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 GhojoghFakhri KarrayMark Crowley
2020-04-04
FeederGAN: Synthetic Feeder Generation via Deep Graph Adversarial Nets
Ming LiangYao MengJiyu WangDavid LubkemanNing Lu
2020-04-03
CPPN2GAN: Combining Compositional Pattern Producing Networks and GANs for Large-scale Pattern Generation
| Jacob SchrumVanessa VolzSebastian 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. KhalifaMohamed Hamed N. TahaAboul Ella HassanienSally Elghamrawy
2020-04-02
Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis
Benoit Anctil-RobitailleChristian DesrosiersHerve Lombaert
2020-04-01
Pose Manipulation with Identity Preservation
| Andrei-Timotei ArdeleanLucian Mircea Sasu
2020-04-01
Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks
| Jacob SchrumJake GutierrezVanessa VolzJialin LiuSimon LucasSebastian Risi
2020-03-31
In-Domain GAN Inversion for Real Image Editing
| Jiapeng ZhuYujun ShenDeli ZhaoBolei Zhou
2020-03-31
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
| Xingang PanXiaohang ZhanBo DaiDahua LinChen Change LoyPing Luo
2020-03-30
One-Shot GAN Generated Fake Face Detection
Hadi MansourifarWeidong Shi
2020-03-27
Controllable Person Image Synthesis with Attribute-Decomposed GAN
Yifang MenYiming MaoYuning JiangWei-Ying MaZhouhui Lian
2020-03-27
Image Generation Via Minimizing Fréchet Distance in Discriminator Feature Space
Khoa D. DoanSaurav ManchandaFengjiao WangSathiya KeerthiAvradeep BhowmikChandan K. Reddy
2020-03-26
Cycle Text-To-Image GAN with BERT
| Trevor TsueSamir SenJason Li
2020-03-26
MIM-Based Generative Adversarial Networks and Its Application on Anomaly Detection
Rui ShePingyi Fan
2020-03-25
Lifespan Age Transformation Synthesis
| Roy Or-ElSoumyadip SenguptaOhad FriedEli ShechtmanIra Kemelmacher-Shlizerman
2020-03-21
Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network
| Jakaria RabbiNilanjan RayMatthias SchubertSubir ChowdhuryDennis Chao
2020-03-20
GAN Compression: Efficient Architectures for Interactive Conditional GANs
| Muyang LiJi LinYaoyao DingZhijian LiuJun-Yan ZhuSong Han
2020-03-19
GIQA: Generated Image Quality Assessment
| Shuyang GuJianmin BaoDong ChenFang Wen
2020-03-19
High-Resolution Daytime Translation Without Domain Labels
| Ivan AnokhinPavel SolovevDenis KorzhenkovAlexey KharlamovTaras KhakhulinAlexey SilvestrovSergey NikolenkoVictor LempitskyGleb Sterkin
2020-03-19
Leveraging Frequency Analysis for Deep Fake Image Recognition
Joel FrankThorsten EisenhoferLea SchönherrAsja FischerDorothea KolossaThorsten Holz
2020-03-19
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions
| Kaichun MoHe WangXinchen YanLeonidas J. Guibas
2020-03-19
Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images
Hang ZhouJihao LiuZiwei LiuYu LiuXiaogang Wang
2020-03-18
OpenGAN: Open Set Generative Adversarial Networks
Luke DitriaBenjamin J. MeyerTom Drummond
2020-03-18
Capsule GAN Using Capsule Network for Generator Architecture
Kanako MarusakiHiroshi Watanabe
2020-03-18
Blur, Noise, and Compression Robust Generative Adversarial Networks
Takuhiro KanekoTatsuya Harada
2020-03-17
Generating Electronic Health Records with Multiple Data Types and Constraints
Chao YanZiqi ZhangSteve NyembaBradley A. Malin
2020-03-17
From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning Techniques
Bin HouQingjie LiuHeng WangYunhong Wang
2020-03-14
BigGAN-based Bayesian reconstruction of natural images from human brain activity
Kai QiaoJian ChenLinyuan WangChi ZhangLi TongBin Yan
2020-03-13
Inducing Optimal Attribute Representations for Conditional GANs
Binod BhattaraiTae-Kyun Kim
2020-03-13
Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses
Rongliang WuGongjie ZhangShijian LuTao Chen
2020-03-12
SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images
Soumyajyoti DeySoham DasSwarnendu GhoshShyamali MitraSukanta ChakrabartyNibaran Das
2020-03-12
Your GAN is Secretly an Energy-based Model and You Should use Discriminator Driven Latent Sampling
Tong CheRuixiang ZhangJascha Sohl-DicksteinHugo LarochelleLiam PaullYuan CaoYoshua Bengio
2020-03-12
LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images
Shan LinFangbo QinYangming LiRandall A. BlyKris S. MoeBlake Hannaford
2020-03-10
MatchingGAN: Matching-based Few-shot Image Generation
Yan HongLi NiuJianfu ZhangLiqing Zhang
2020-03-07
Anysize GAN: A solution to the image-warping problem
Connah KendrickDavid GillespieMoi Hoon Yap
2020-03-06
A Neuro-AI Interface for Evaluating Generative Adversarial Networks
| Zhengwei WangQi SheAlan F. SmeatonTomas E. WardGraham Healy
2020-03-05
Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data
Kazi Nazmul HaqueRajib RanaJohn H. L. HansenBjörn Schuller
2020-03-05
DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets
| Yonghyun JeongHyunjin ChoiByoungjip KimYoungjune Gwon
2020-03-04
Turbulence Enrichment using Physics-informed Generative Adversarial Networks
Akshay SubramaniamMan Long WongRaunak D BorkerSravya NimmagaddaSanjiva K Lele
2020-03-04
Type I Attack for Generative Models
Chengjin SunSizhe ChenJia CaiXiaolin Huang
2020-03-04
Compact Surjective Encoding Autoencoder for Unsupervised Novelty Detection
Jaewoo ParkYoon Gyo JungAndrew Beng Jin Teoh
2020-03-03
UDD: An Underwater Open-sea Farm Object Detection Dataset for Underwater Robot Picking
Zhihui WangChongwei LiuShijie WangTao TangYulong TaoCaifei YangHaojie LiXing LiuXin Fan
2020-03-03
Regression via Implicit Models and Optimal Transport Cost Minimization
| Saurav ManchandaKhoa DoanPranjul YadavS. Sathiya Keerthi
2020-03-03
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions
| Ricard DurallMargret KeuperJanis Keuper
2020-03-03
When Do Local Discriminators Work? On Subadditivity of Probability Divergences
Mucong DingConstantinos DaskalakisSoheil Feizi
2020-03-02
Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only
Qi ChenQi WuRui TangYuhan WangShuai WangMingkui Tan
2020-03-01
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation
Takehiko OhkawaNaoto InoueHirokatsu KataokaNakamasa Inoue
2020-02-29
Joint Face Completion and Super-resolution using Multi-scale Feature Relation Learning
Zhilei LiuYunpeng WuLe LiCuicui ZhangBaoyuan Wu
2020-02-29
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation
| Runfa ChenWenbing HuangBinghui HuangFuchun SunBin Fang
2020-02-29
Distributionally Robust Chance Constrained Programming with Generative Adversarial Networks (GANs)
Shipu ZhaoFengqi You
2020-02-28
Measures to Evaluate Generative Adversarial Networks Based on Direct Analysis of Generated Images
Shuyue GuanMurray H. Loew
2020-02-27
Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks
Ioana BicaJames JordonMihaela van der Schaar
2020-02-27
Controllable Level Blending between Games using Variational Autoencoders
Anurag SarkarZhihan YangSeth Cooper
2020-02-27
PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse Designs
Wei ChenFaez Ahmed
2020-02-26
On Leveraging Pretrained GANs for Generation with Limited Data
| Miaoyun ZhaoYulai CongLawrence Carin
2020-02-26
Sketch-to-Art: Synthesizing Stylized Art Images From Sketches
Bingchen LiuKunpeng SongAhmed Elgammal
2020-02-26
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs
| Sangwoo MoMinsu ChoJinwoo Shin
2020-02-25
LogicGAN: Logic-guided Generative Adversarial Networks
Laura GravesVineel NagisettyJoseph ScottVijay Ganesh
2020-02-24
Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose
| Ran YiZipeng YeJuyong ZhangHujun BaoYong-Jin Liu
2020-02-24
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
Bhavya VasudevaPuneesh DeoraSaumik BhattacharyaPyari Mohan Pradhan
2020-02-24
GANs May Have No Nash Equilibria
Farzan FarniaAsuman Ozdaglar
2020-02-21
A Novel Framework for Selection of GANs for an Application
Tanya MotwaniManojkumar Parmar
2020-02-20
LocoGAN -- Locally Convolutional GAN
Łukasz StruskiSzymon KnopJacek TaborWiktor DaniecPrzemysław Spurek
2020-02-18
Dual-Attention GAN for Large-Pose Face Frontalization
| Yu YinSongyao JiangJoseph P. RobinsonYun Fu
2020-02-17
Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples
Samarth SinhaZhengli ZhaoAnirudh GoyalColin RaffelAugustus Odena
2020-02-14
Realistic River Image Synthesis using Deep Generative Adversarial Networks
Akshat GautamMuhammed SitIbrahim Demir
2020-02-14
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation
| Kancharagunta Kishan BabuShiv Ram Dubey
2020-02-13
Real or Not Real, that is the Question
| Yuanbo XiangliYubin DengBo DaiChen Change LoyDahua Lin
2020-02-12
Smoothness and Stability in GANs
Casey ChuKentaro MinamiKenji Fukumizu
2020-02-11
Improved Consistency Regularization for GANs
Zhengli ZhaoSameer SinghHonglak LeeZizhao ZhangAugustus OdenaHan Zhang
2020-02-11
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space
| Andrey VoynovArtem 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 HatamianNishant RavikumarSulaiman VesalFelix P. KemethMatthias StruckAndreas Maier
2020-02-07
Multimodal Controller for Generative Models
Enmao DiaoJie DingVahid Tarokh
2020-02-07
AI-GAN: Attack-Inspired Generation of Adversarial Examples
Tao BaiJun ZhaoJinlin ZhuShoudong HanJiefeng ChenBo Li
2020-02-06
Using generative adversarial networks to synthesize artificial financial datasets
Dmitry EfimovDi XuLuyang KongAlexey NefedovArchana Anandakrishnan
2020-02-06
Anomaly Detection by One Class Latent Regularized Networks
Chengwei ChenPan ChenHaichuan SongYiqing TaoYuan XieShouhong DingLizhuang Ma
2020-02-05
Pixel-wise Conditioned Generative Adversarial Networks for Image Synthesis and Completion
Cyprien RuffinoRomain HéraultEric LaloyGilles Gasso
2020-02-04
Minimax Defense against Gradient-based Adversarial Attacks
Blerta LindqvistRauf Izmailov
2020-02-04
On Positive-Unlabeled Classification in GAN
| Tianyu GuoChang XuJiajun HuangYunhe WangBoxin ShiChao XuDacheng Tao
2020-02-04
Brainstorming Generative Adversarial Networks (BGANs): Towards Multi-Agent Generative Models with Distributed Private Datasets
Aidin FerdowsiWalid Saad
2020-02-02
Global Texture Enhancement for Fake Face Detection in the Wild
Zhengzhe LiuXiaojuan QiPhilip Torr
2020-02-01
Adversarial Code Learning for Image Generation
Jiangbo YuanBing WuWanying DingQing PingZhendong Yu
2020-01-30
Simulation of electron-proton scattering events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)
Yasir AlanaziN. SatoTianbo LiuW. MelnitchoukMichelle P. KucheraEvan PritchardMichael RobertsonRyan StraussLuisa VelascoYaohang Li
2020-01-29
DP-CGAN: Differentially Private Synthetic Data and Label Generation
Reihaneh TorkzadehmahaniPeter KairouzBenedict Paten
2020-01-27
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses
Niharika JainAlberto OlmoSailik SenguptaLydia ManikondaSubbarao Kambhampati
2020-01-26
Progressively-Growing AmbientGANs For Learning Stochastic Object Models From Imaging Measurements
Weimin ZhouSayantan BhadraFrank J. BrooksHua LiMark A. Anastasio
2020-01-26
On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation
Nikita JaipuriaShubh GuptaPraveen NarayananVidya N. Murali
2020-01-25
Expected Information Maximization: Using the I-Projection for Mixture Density Estimation
| Philipp BeckerOleg ArenzGerhard Neumann
2020-01-23
Reducing the Representation Error of GAN Image Priors Using the Deep Decoder
Max DanielsPaul HandReinhard Heckel
2020-01-23
Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization
Sheng ZhongShifu Zhou
2020-01-22
Toward a Controllable Disentanglement Network
Zengjie SongOluwasanmi KoyejoJiangshe Zhang
2020-01-22
Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features
Leihao WeiYannan LinWilliam Hsu
2020-01-22
P$^2$-GAN: Efficient Style Transfer Using Single Style Image
Zhentan ZhengJianyi Liu
2020-01-21
S$^{2}$OMGAN: Shortcut from Remote Sensing Images to Online Maps
| X. ChenS. ChenT. XuB. YinX. MeiJ. PengH. Li
2020-01-21
Interpreting Galaxy Deblender GAN from the Discriminator's Perspective
Heyi LiYuewei LinKlaus MuellerWei Xu
2020-01-17
Synthetic Magnetic Resonance Images with Generative Adversarial Networks
| Antoine Delplace
2020-01-17
Improving GANs for Speech Enhancement
| Huy PhanIan V. McLoughlinLam PhamOliver Y. ChénPhilipp KochMaarten De VosAlfred Mertins
2020-01-15
Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda
Jake GutierrezJacob Schrum
2020-01-14
High-Fidelity Synthesis with Disentangled Representation
| Wonkwang LeeDonggyun KimSeunghoon HongHonglak Lee
2020-01-13
AE-OT-GAN: Training GANs from data specific latent distribution
Dongsheng AnYang GuoMin ZhangXin QiNa LeiShing-Tung YauXianfeng Gu
2020-01-11
Can Giraffes Become Birds? An Evaluation of Image-to-image Translation for Data Generation
Daniel V. RuizGabriel SalomonEduardo Todt
2020-01-10
Improving Dysarthric Speech Intelligibility Using Cycle-consistent Adversarial Training
Seung Hee YangMinhwa Chung
2020-01-10
A context based deep learning approach for unbalanced medical image segmentation
| Balamurali MurugesanKaushik SarveswaranVijaya Raghavan SSharath M ShankaranarayanaKeerthi RamMohanasankar Sivaprakasam
2020-01-08
MW-GAN: Multi-Warping GAN for Caricature Generation with Multi-Style Geometric Exaggeration
Haodi HouJing HuoJing WuYu-Kun LaiYang Gao
2020-01-07
A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis
Arnab KarmakarDeepak Mishra
2020-01-05
DAWSON: A Domain Adaptive Few Shot Generation Framework
Weixin LiangZixuan LiuCan Liu
2020-01-02
Learning from Positive and Unlabeled Data with Adversarial Training
Anonymous
2020-01-01
Adversarially learned anomaly detection for time series data
Anonymous
2020-01-01
The divergences minimized by non-saturating GAN training
Anonymous
2020-01-01
Improving Model Compatibility of Generative Adversarial Networks by Boundary Calibration
Anonymous
2020-01-01
Imagining the Latent Space of a Variational Auto-Encoders
Anonymous
2020-01-01
Fairness with Wasserstein Adversarial Networks
Anonymous
2020-01-01
Pixel Co-Occurence Based Loss Metrics for Super Resolution Texture Recovery
Anonymous
2020-01-01
CP-GAN: Towards a Better Global Landscape of GANs
Anonymous
2020-01-01
Divide-and-Conquer Adversarial Learning for High-Resolution Image Enhancement
Anonymous
2020-01-01
LocalGAN: Modeling Local Distributions for Adversarial Response Generation
Anonymous
2020-01-01
Adversarial Video Generation on Complex Datasets
Anonymous
2020-01-01
Semantic Hierarchy Emerges in the Deep Generative Representations for Scene Synthesis
Anonymous
2020-01-01
RPGAN: random paths as a latent space for GAN interpretability
| Anonymous
2020-01-01
iWGAN: an Autoencoder WGAN for Inference
Anonymous
2020-01-01
Exploring Cellular Protein Localization Through Semantic Image Synthesis
Anonymous
2020-01-01
Improving Multi-Manifold GANs with a Learned Noise Prior
Anonymous
2020-01-01
Teaching GAN to generate per-pixel annotation
Anonymous
2020-01-01
Is There Mode Collapse? A Case Study on Face Generation and Its Black-box Calibration
Anonymous
2020-01-01
A Mean-Field Theory for Kernel Alignment with Random Features in Generative Adverserial Networks
Anonymous
2020-01-01
Removing the Representation Error of GAN Image Priors Using the Deep Decoder
Anonymous
2020-01-01
Style-based Encoder Pre-training for Multi-modal Image Synthesis
Anonymous
2020-01-01
Implicit λ-Jeffreys Autoencoders: Taking the Best of Both Worlds
Aibek AlanovMax KochurovArtem SobolevDaniil YashkovDmitry Vetrov
2020-01-01
Wasserstein-Bounded Generative Adversarial Networks
Peng ZhouBingbing NiLingxi XieXiaopeng ZhangHang WangCong GengQi Tian
2020-01-01
MMD GAN with Random-Forest Kernels
Tao HuangZhen HanXu JiaHanyuan Hang
2020-01-01
Individualised Dose-Response Estimation using Generative Adversarial Nets
Ioana BicaJames JordonMihaela van der Schaar
2020-01-01
Generating Object Stamps
Youssef Alami MejjatiZejiang ShenMichael SnowerAaron GokaslanOliver WangJames TompkinKwang In Kim
2020-01-01
A Quality-Diversity Controllable GAN for Text Generation
Anonymous
2020-01-01
privGAN: Protecting GANs from membership inference attacks at low cost
| Sumit MukherjeeYixi XuAnusua TrivediJuan Lavista Ferres
2019-12-31
Alleviation of Gradient Exploding in GANs: Fake Can Be Real
Song TaoJia Wang
2019-12-28
DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier
Sravanti AddepalliGaurav Kumar NayakAnirban ChakrabortyR. Venkatesh Babu
2019-12-27
Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets
Mingrui LiuYoussef MrouehJerret RossWei ZhangXiaodong CuiPayel DasTianbao Yang
2019-12-26
History-based Anomaly Detector: an Adversarial Approach to Anomaly Detection
Pierrick ChatillonColoma 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 LiSheng TangRui ZhangYongdong ZhangJintao LiShuicheng Yan
2019-12-25
Effective Data Augmentation with Multi-Domain Learning GANs
Shin'ya YamaguchiSekitoshi KanaiTakeharu Eda
2019-12-25
RPGAN: GANs Interpretability via Random Routing
| Andrey VoynovArtem Babenko
2019-12-23
Visual Evaluation of Generative Adversarial Networks for Time Series Data
Hiba ArnoutJohannes KehrerJohanna BronnerThomas Runkler
2019-12-23
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions
| Zhenyi WangPing YuYang ZhaoRuiyi ZhangYufan ZhouJunsong YuanChangyou Chen
2019-12-21
Triple Generative Adversarial Networks
Chongxuan LiKun XuJiashuo LiuJun ZhuBo Zhang
2019-12-20
High Resolution Millimeter Wave Imaging For Self-Driving Cars
Junfeng GuanSohrab MadaniSuraj JogHaitham Hassanieh
2019-12-19
Lower Dimensional Kernels for Video Discriminators
| Emmanuel KahembweSubramanian Ramamoorthy
2019-12-18
SIGMA : Strengthening IDS with GAN and Metaheuristics Attacks
Simon MsikaAlejandro QuinteroFoutse Khomh
2019-12-18
Unsupervised Adversarial Image Inpainting
Arthur PajotEmmanuel de BezenacPatrick Gallinari
2019-12-18
Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software
Satoshi KosugiToshihiko Yamasaki
2019-12-17
Image Processing Using Multi-Code GAN Prior
Jinjin GuYujun ShenBolei Zhou
2019-12-15
Asymmetric Generative Adversarial Networks for Image-to-Image Translation
| Hao TangDan XuHong LiuNicu Sebe
2019-12-14
Latent-Space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds
Vage EgiazarianSavva IgnatyevAlexey ArtemovOleg VoynovAndrey KravchenkoYouyi ZhengLuiz VelhoEvgeny Burnaev
2019-12-13
Deep learning predictions of sand dune migration
Kelly KochanskiDivya MohanJenna HorrallBarry RountreeGhaleb Abdulla
2019-12-13
Unified Generative Adversarial Networks for Controllable Image-to-Image Translation
| Hao TangHong LiuNicu Sebe
2019-12-12
Unconstrained Facial Expression Transfer using Style-based Generator
| Chao YangSer-Nam Lim
2019-12-12
COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks
| Victor CostaNuno LourençoJoão CorreiaPenousal Machado
2019-12-12
Coevolution of Generative Adversarial Networks
Victor CostaNuno LourençoPenousal Machado
2019-12-12
$Σ$-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction
| Jo SchlemperChen QinJinming DuanRonald M. SummersKerstin 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 WangAbel Gonzalez-GarciaDavid BergaLuis HerranzFahad Shahbaz KhanJoost van de Weijer
2019-12-11
Multimodal Generative Models for Compositional Representation Learning
Mike WuNoah Goodman
2019-12-11
VIBE: Video Inference for Human Body Pose and Shape Estimation
| Muhammed KocabasNikos AthanasiouMichael J. Black
2019-12-11
Expansion of Cyber Attack Data From Unbalanced Datasets Using Generative Techniques
Ibrahim YilmazRahat Masum
2019-12-10
cGANs with Multi-Hinge Loss
| Ilya KavalerovWojciech CzajaRama Chellappa
2019-12-09
Environment reconstruction on depth images using Generative Adversarial Networks
Lucas P. N. MatiasJefferson R. SouzaDenis F. Wolf
2019-12-09
Bi-Semantic Reconstructing Generative Network for Zero-shot Learning
Shibing XuZishu GaoGuojun Xie
2019-12-09
Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments
Krishna Giri NarraZhifeng LinYongqin WangKeshav BalasubramaniamMurali Annavaram
2019-12-07
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One
| Will GrathwohlKuan-Chieh WangJörn-Henrik JacobsenDavid DuvenaudMohammad NorouziKevin Swersky
2019-12-06
A Study into Echocardiography View Conversion
| Amir H. AbdiMohammad H. JafariSidney FelsTheresa TsangPurang Abolmaesumi
2019-12-05
Spectral-GANs for High-Resolution 3D Point-cloud Generation
Sameera RamasingheSalman KhanNick BarnesStephen Gould
2019-12-04
Let's Get Dirty: GAN Based Data Augmentation for Soiling and Adverse Weather Classification in Autonomous Driving
Michal UricarGanesh SistuHazem RashedAntonin VobeckyPavel KrizekFabian BurgerSenthil Yogamani
2019-12-04
Informative GANs via Structured Regularization of Optimal Transport
Pierre BréchetTao WuThomas MöllenhoffDaniel Cremers
2019-12-04
Is Discriminator a Good Feature Extractor?
Xin MaoZhaoyu SuPin Siang TanJun Kang ChowYu-Hsing Wang
2019-12-02
DEGAS: Differentiable Efficient Generator Search
Sivan DovehRaja Giryes
2019-12-02
Information bottleneck through variational glasses
Slava VoloshynovskiyMouad KondahShideh RezaeifarOlga TaranTaras HolotyakDanilo Jimenez Rezende
2019-12-02
Detecting GAN generated errors
Xiru ZhuFengdi CheTianzi YangTzuyang YuDavid MegerGregory Dudek
2019-12-02
A Primal-Dual link between GANs and Autoencoders
Hisham HusainRichard NockRobert C. Williamson
2019-12-01
Twin Auxilary Classifiers GAN
| Mingming GongYanwu XuChunyuan LiKun ZhangKayhan Batmanghelich
2019-12-01
Implicit Generation and Modeling with Energy Based Models
| Yilun DuIgor Mordatch
2019-12-01
A Domain Agnostic Measure for Monitoring and Evaluating GANs
| Paulina GrnarovaKfir Y. LevyAurelien LucchiNathanael PerraudinIan GoodfellowThomas HofmannAndreas Krause
2019-12-01
MarginGAN: Adversarial Training in Semi-Supervised Learning
| Jinhao DongTong Lin
2019-12-01
Progressive-Growing of Generative Adversarial Networks for Metasurface Optimization
Fufang WenJiaqi JiangJonathan A. Fan
2019-11-29
CG-GAN: An Interactive Evolutionary GAN-based Approach for Facial Composite Generation)
Nicola ZaltronLuisa ZurloSebastian Risi
2019-11-28
SpoC: Spoofing Camera Fingerprints
Davide CozzolinoJustus ThiesAndreas RösslerMatthias NießnerLuisa Verdoliva
2019-11-27
Data Augmentation Using Adversarial Training for Construction-Equipment Classification
Francis BaekSomin ParkHyoungkwan Kim
2019-11-27
Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions
| Osaid Rehman NasirShailesh Kumar JhaManraj Singh GroverYi YuAjit KumarRajiv Ratn Shah
2019-11-26
Semantic Bottleneck Scene Generation
| Samaneh AzadiMichael TschannenEric TzengSylvain GellyTrevor DarrellMario Lucic
2019-11-26
AuthorGAN: Improving GAN Reproducibility using a Modular GAN Framework
Raunak SinhaAnush SankaranMayank VatsaRicha Singh
2019-11-26
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference
| Wei-An LinYogesh BalajiPouya SamangoueiRama Chellappa
2019-11-23
This Car is Mine!: Automobile Theft Countermeasure Leveraging Driver Identification with Generative Adversarial Networks
Kyung Ho ParkHuy Kang Kim
2019-11-22
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis
| Ceyuan YangYujun ShenBolei Zhou
2019-11-21
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology
Amirata GhorbaniVivek NatarajanDavid CozYuan Liu
2019-11-20
Distributed Generative Adversarial Net
Xiaoyu WangYe DengJinjun Wang
2019-11-19
Simple yet Effective Way for Improving the Performance of GAN
Yong-Goo ShinYoon-Jae YeoSung-Jea Ko
2019-11-19
Effectively Unbiased FID and Inception Score and where to find them
| Min Jin ChongDavid Forsyth
2019-11-16
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game
| Ngoc-Trung TranViet-Hung TranNgoc-Bao NguyenLinxiao YangNgai-Man Cheung
2019-11-16
MMGAN: Generative Adversarial Networks for Multi-Modal Distributions
Teodora PandevaMatthias Schubert
2019-11-15
CatGAN: Category-aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation
| Zhiyue LiuJiahai WangZhiwei Liang
2019-11-15
DomainGAN: Generating Adversarial Examples to Attack Domain Generation Algorithm Classifiers
Isaac CorleyJonathan LwowskiJustin Hoffman
2019-11-14
LiDAR ICPS-net: Indoor Camera Positioning based-on Generative Adversarial Network for RGB to Point-Cloud Translation
Ali GhofraniRahil Mahdian ToroghiSeyed Mojtaba TabatabaieSeyed Maziar Tabasi
2019-11-14
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection
| João C. NevesRuben TolosanaRuben Vera-RodriguezVasco LopesHugo ProençaJulian Fierrez
2019-11-13
Clustering by Directly Disentangling Latent Space
Fei DingFeng LuoYin Yang
2019-11-13
Molecular Generative Model Based On Adversarially Regularized Autoencoder
| Seung Hwan HongJaechang LimSeongok RyuWoo Youn Kim
2019-11-13
Generative adversarial networks (GAN) based efficient sampling of chemical space for inverse design of inorganic materials
Yabo DanYong ZhaoXiang LiShaobo LiMing HuJianjun Hu
2019-11-12
Few-Features Attack to Fool Machine Learning Models through Mask-Based GAN
Feng ChenYunkai ShangBo XuJincheng Hu
2019-11-12
PoshakNet: Framework for matching dresses from real-life photos using GAN and Siamese Network
Abhigyan KhaundDaksh ThaparAditya Nigam
2019-11-11
Transformation of low-quality device-recorded speech to high-quality speech using improved SEGAN model
Seyyed Saeed SarfjooXin WangGustav Eje HenterJaime Lorenzo-TruebaShinji TakakiJunichi Yamagishi
2019-11-10
SeismoGen: Seismic Waveform Synthesis Using Generative Adversarial Networks
Tiantong WangDaniel TrugmanYouzuo Lin
2019-11-10
Quality Aware Generative Adversarial Networks
Parimala KancharlaSumohana S. Channappayya
2019-11-08
Joint Demosaicing and Super-Resolution (JDSR): Network Design and Perceptual Optimization
Xuan XuYanfang YeXin Li
2019-11-08
Semantic Image Completion and Enhancement using Deep Learning
Vaishnav ChandakPriyansh SaxenaManisha PattanaikGaurav Kaushal
2019-11-06
Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views
Anastasiia DoinychkoMassih-Reza Amini
2019-11-05
Hierarchical Mixtures of Generators for Adversarial Learning
Alper AhmetoğluEthem Alpaydın
2019-11-05
Study of Constrained Network Structures for WGANs on Numeric Data Generation
Wei WangChuang WangTao CuiYue Li
2019-11-05
Improved BiGAN training with marginal likelihood equalization
Pablo Sánchez-MartínPablo M. OlmosFernando Perez-Cruz
2019-11-04
Multi-marginal Wasserstein GAN
| Jiezhang CaoLangyuan MoYifan ZhangKui JiaChunhua ShenMingkui Tan
2019-11-03
Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training
Chih-Te LaiYi-Te HongHong-You ChenChi-Jen LuShou-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 KasgariWalid SaadMohammad MozaffariH. Vincent Poor
2019-11-01
Can adversarial training learn image captioning ?
Jean-Benoit DelbrouckBastien VanderplaetseStéphane Dupont
2019-10-31
The importance of evaluating the complete automated knowledge-based planning pipeline
Aaron BabierRafid MahmoodAndrea L. McNivenAdam DiamantTimothy C. Y. Chan
2019-10-31
Cross-Domain Face Synthesis using a Controllable GAN
Fania MokhayeriKaveh KamaliEric Granger
2019-10-31
Quantum Wasserstein Generative Adversarial Networks
| Shouvanik ChakrabartiYiming HuangTongyang LiSoheil FeiziXiaodi Wu
2019-10-31
Modeling Feature Representations for Affective Speech using Generative Adversarial Networks
Saurabh SahuRahul GuptaCarol Espy-Wilson
2019-10-31
The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN
Wenjun YanYuanyuan WangShengjia GuLu HuangFuhua YanLiming XiaQian Tao
2019-10-30
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models
| Maksim KuznetsovDaniil PolykovskiyDmitry VetrovAlexander Zhebrak
2019-10-29
On the Benefit of Adversarial Training for Monocular Depth Estimation
| Rick GroenendijkSezer KaraogluTheo GeversThomas Mensink
2019-10-29
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs
Liu YangSean TreichlerThorsten KurthKeno FischerDavid Barajas-SolanoJosh RomeroValentin ChuravyAlexandre TartakovskyMichael HoustonPrabhatGeorge Karniadakis
2019-10-29
Small-GAN: Speeding Up GAN Training Using Core-sets
Samarth SinhaHan ZhangAnirudh GoyalYoshua BengioHugo LarochelleAugustus Odena
2019-10-29
Kernel-Guided Training of Implicit Generative Models with Stability Guarantees
Arash MehrjouWittawat JitkrittumKrikamol MuandetBernhard Schölkopf
2019-10-29
A Decentralized Parallel Algorithm for Training Generative Adversarial Nets
Mingrui LiuWei ZhangYoussef MrouehXiaodong CuiJerret RossTianbao YangPayel Das
2019-10-28
Consistency Regularization for Generative Adversarial Networks
Han ZhangZizhao ZhangAugustus OdenaHonglak Lee
2019-10-26
Wavelets to the Rescue: Improving Sample Quality of Latent Variable Deep Generative Models
Prashnna K GyawaliRudra ShahLinwei WangVSR VeeravasarapuManeesh Singh
2019-10-26
Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images
| Marcos PividoriGuillermo L. GrinblatLucas C. Uzal
2019-10-26
Study of Deep Generative Models for Inorganic Chemical Compositions
Yoshihide SawadaKoji MorikawaMikiya Fujii
2019-10-25
Seeing What a GAN Cannot Generate
David BauJun-Yan ZhuJonas WulffWilliam PeeblesHendrik StrobeltBolei ZhouAntonio Torralba
2019-10-24
Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement
Zhiwu HuangDanda Pani PaudelGuanju LiJiqing WuRadu TimofteLuc Van Gool
2019-10-23
Photoshopping Colonoscopy Video Frames
Yuyuan LiuYu TianGabriel MaicasLeonardo Z. C. T. PuRajvinder SinghJohan W. VerjansGustavo Carneiro
2019-10-23
Bridging the Gap Between $f$-GANs and Wasserstein GANs
Jiaming SongStefano Ermon
2019-10-22
CycleGAN Voice Conversion of Spectral Envelopes using Adversarial Weights
Rafael FerroNicolas ObinAxel Roebel
2019-10-22
A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis
Jorge AgneseJonathan HerreraHaicheng TaoXingquan Zhu
2019-10-21
DwNet: Dense warp-based network for pose-guided human video generation
| Polina ZablotskaiaAliaksandr SiarohinBo ZhaoLeonid Sigal
2019-10-21
Learning GANs and Ensembles Using Discrepancy
Ben AdlamCorinna CortesMehryar MohriNingshan Zhang
2019-10-20
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN)
| Petru SovianyClaudiu ArdeiRadu Tudor IonescuMarius Leordeanu
2019-10-20
Semi-supervised Learning using Adversarial Training with Good and Bad Samples
Wenyuan LiZichen WangYuguang YueJiayun LiWilliam SpeierMingyuan ZhouCorey W. Arnold
2019-10-18
On Solving Minimax Optimization Locally: A Follow-the-Ridge Approach
Yuanhao WangGuodong ZhangJimmy Ba
2019-10-16
Label-Conditioned Next-Frame Video Generation with Neural Flows
David Donahue
2019-10-16
Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs
| Alexia Jolicoeur-MartineauIoannis 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 JungNan YangDaniel Cremers
2019-10-15
Implicit competitive regularization in GANs
| Florian SchäferHongkai ZhengAnima Anandkumar
2019-10-13
Image Generation and Recognition (Emotions)
Hanne CarlssonDimitrios Kollias
2019-10-13
Emotion Generation and Recognition: A StarGAN Approach
Aritra BanerjeeDimitrios Kollias
2019-10-12
AffWild Net and Aff-Wild Database
Alvertos BenroumpiDimitrios Kollias
2019-10-11
Visual Indeterminacy in GAN Art
Aaron Hertzmann
2019-10-10
Comparison of Generative Adversarial Networks Architectures Which Reduce Mode Collapse
YichengHong
2019-10-10
Unconstrained Road Marking Recognition with Generative Adversarial Networks
Younkwan LeeJuhyun LeeYoojin HongYeongMin KoMoongu Jeon
2019-10-10
Improving sample diversity of a pre-trained, class-conditional GAN by changing its class embeddings
| Qi LiLong MaiMichael A. AlcornAnh Nguyen
2019-10-10
Wavelet Domain Style Transfer for an Effective Perception-distortion Tradeoff in Single Image Super-Resolution
Xin DengRen YangMai XuPier Luigi Dragotti
2019-10-09
Text-to-Image Synthesis Based on Machine Generated Captions
Marco MenardiAlex FalconSaida S. MohamedLorenzo SeidenariGiuseppe SerraAlberto Del BimboCarlo Tasso
2019-10-09
Semantic-aware Image Deblurring
Fuhai ChenRongrong JiChengpeng DaiXiaoshuai SunChia-Wen LinJiayi JiBaochang ZhangFeiyue HuangLiujuan Cao
2019-10-09
Prescribed Generative Adversarial Networks
| Adji B. DiengFrancisco J. R. RuizDavid M. BleiMichalis K. Titsias
2019-10-09
Semi Few-Shot Attribute Translation
Ricard DurallFranz-Josef PfreundtJanis Keuper
2019-10-08
Generating valid Euclidean distance matrices
| Moritz HoffmannFrank Noé
2019-10-07
PPGAN: Privacy-preserving Generative Adversarial Network
Yi LiuJialiang PengJames J. Q YuYi Wu
2019-10-04
Generative Adversarial Networks for Failure Prediction
Shuai ZhengAhmed FarahatChetan Gupta
2019-10-04
Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image Classification
Florent ChiaroniGhazaleh KhodabandelouMohamed-Cherif RahalNicolas HueberFrederic Dufaux
2019-10-04
A Conditional Generative Model for Predicting Material Microstructures from Processing Methods
Akshay IyerBiswadip DeyArindam DasguptaWei ChenAmit Chakraborty
2019-10-04
Improving Limited Angle CT Reconstruction with a Robust GAN Prior
Rushil AnirudhHyojin KimJayaraman J. ThiagarajanK. Aditya MohanKyle M. Champley
2019-10-03
Bootstrapping Conditional GANs for Video Game Level Generation
Ruben Rodriguez TorradoAhmed KhalifaMichael Cerny GreenNiels JustesenSebastian RisiJulian Togelius
2019-10-03
Adversarial Colorization Of Icons Based On Structure And Color Conditions
| Tsai-Ho SunChien-Hsun LaiSai-Keung WongYu-Shuen Wang
2019-10-03
On the estimation of the Wasserstein distance in generative models
Thomas PinetzDaniel SoukupThomas 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
Peipei 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 CarverZhenzhen DaiEvan LiangJames SnyderNing Wen
2019-10-01
Towards Diverse Paraphrase Generation Using Multi-Class Wasserstein GAN
Zhecheng AnSicong Liu
2019-09-30
Stabilizing Generative Adversarial Networks: A Survey
Maciej WiatrakStefano V. AlbrechtAndrew Nystrom
2019-09-30
Implicit Discriminator in Variational Autoencoder
Prateek MunjalAkanksha PaulNarayanan C. Krishnan
2019-09-28
Stein Bridging: Enabling Mutual Reinforcement between Explicit and Implicit Generative Models
Qitian WuRui GaoHongyuan Zha
2019-09-28
The Detection of Distributional Discrepancy for Text Generation
Xingyuan ChenPing CaiPeng JinHaokun DuHongjun WangXingyu DaiJiajun Chen
2019-09-28
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis
| Atsuhiro NoguchiTatsuya Harada
2019-09-27
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis
Wen LiuZhixin PiaoJie MinWenhan LuoLin MaShenghua Gao
2019-09-26
Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition
Haseeb NazkiSook YoonAlvaro FuentesDong Sun Park
2019-09-26
HumanGAN: generative adversarial network with human-based discriminator and its evaluation in speech perception modeling
Kazuki FujiiYuki SaitoShinnosuke TakamichiYukino BabaHiroshi Saruwatari
2019-09-25
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training
Chunpeng WuWei WenYiran ChenHai Li
2019-09-25
Optimal Transport, CycleGAN, and Penalized LS for Unsupervised Learning in Inverse Problems
Byeongsu SimGyutaek OhJeongsol KimChanyong JungJong Chul Ye
2019-09-25
Subsampling Generative Adversarial Networks: Density Ratio Estimation in Feature Space with Softplus Loss
| Xin DingZ. Jane WangWilliam J. Welch
2019-09-24
Keyphrase Generation for Scientific Articles using GANs
| Avinash SwaminathanRaj Kuwar GuptaHaimin ZhangDebanjan MahataRakesh GosangiRajiv Ratn Shah
2019-09-24
Generating Geological Facies Models with Fidelity to Diversity and Statistics of Training Images using Improved Generative Adversarial Networks
Lingchen ZhuTuanfeng Zhang
2019-09-23
IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes
Zehui YaoBoyan ZhangZhiyong WangWanli OuyangDong XuDagan Feng
2019-09-21
Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation
Harshala GammulleTharindu FernandoSimon DenmanSridha SridharanClinton Fookes
2019-09-20
Fine-grained Action Segmentation using the Semi-Supervised Action GAN
Harshala GammulleSimon DenmanSridha SridharanClinton Fookes
2019-09-20
Synthesis of Realistic ECG using Generative Adversarial Networks
| Anne Marie DelaneyEoin BrophyTomas E. Ward
2019-09-19
HAD-GAN: A Human-perception Auxiliary Defense GAN to Defend Adversarial Examples
Wanting YuHongyi YuLingyun JiangMengli ZhangKai QiaoLinyuan WangBin Yan
2019-09-17
Alleviating Feature Confusion for Generative Zero-shot Learning
| Jingjing LiMengmeng JingKe LuLei ZhuYang YangZi Huang
2019-09-17
Identity-Aware Deep Face Hallucination via Adversarial Face Verification
Hadi KazemiFariborz TaherkhaniNasser M. Nasrabadi
2019-09-17
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer
| Wentao JiangSi LiuChen GaoJie CaoRan HeJiashi FengShuicheng Yan
2019-09-16
A Characteristic Function Approach to Deep Implicit Generative Modeling
| Abdul Fatir AnsariJonathan ScarlettHarold Soh
2019-09-16
Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks
Yumeng ZhangGaoguo JiaLi ChenMingrui ZhangJunhai Yong
2019-09-16
Understanding and Improving Virtual Adversarial Training
Dongha KimYongchan ChoiYongdai Kim
2019-09-15
Deep Adversarial Belief Networks
Yuming HuangAshkan PanahiHamid KrimYiyi YuSpencer L. Smith
2019-09-13
Coupling Rendering and Generative Adversarial Networks for Artificial SAS Image Generation
Albert ReedIsaac GergJohn McKayDaniel BrownDavid WilliamsSuren 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 KimJihyong OhMunchurl Kim
2019-09-10
A Meta-Learning Framework for Generalized Zero-Shot Learning
| Vinay Kumar VermaDhanajit BrahmaPiyush Rai
2019-09-10
Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model
David John Gagne IIHannah M. ChristensenAneesh C. SubramanianAdam H. Monahan
2019-09-10
Sampling Strategies for GAN Synthetic Data
Binod BhattaraiSeungryul BaekRumeysa BodurTae-Kyun Kim
2019-09-10
TorchGAN: A Flexible Framework for GAN Training and Evaluation
| Avik PalAniket Das
2019-09-08
Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks
| Baris GecerAlexander LattasStylianos PloumpisJiankang DengAthanasios PapaioannouStylianos MoschoglouStefanos Zafeiriou
2019-09-05
Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis
Nilesh PandeyAndreas Savakis
2019-09-05
Autoregressive Text Generation Beyond Feedback Loops
| Florian SchmidtStephan MandtThomas Hofmann
2019-08-30
TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning
| Chenrui ZhangXiaoqing LyuZhi Tang
2019-08-30
Deep unsupervised learning of turbulence for inflow generation at various Reynolds numbers
Junhyuk KimChanghoon Lee
2019-08-28
Key Protected Classification for Collaborative Learning
| Mert Bülent SarıyıldızRamazan Gökberk CinbişErman Ayday
2019-08-27
Mocycle-GAN: Unpaired Video-to-Video Translation
Yang ChenYingwei PanTing YaoXinmei TianTao Mei
2019-08-26
Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction
| Balamurali MurugesanVijaya Raghavan SKaushik SarveswaranKeerthi RamMohanasankar Sivaprakasam
2019-08-25
RBCN: Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs
Chunlei LiuWenrui DingXin XiaYuan HuBaochang ZhangJianzhuang LiuBohan ZhuangGuodong Guo
2019-08-21
Effects of Blur and Deblurring to Visual Object Tracking
Qing GuoWei FengZhihao ChenRuijun GaoLiang WanSong Wang
2019-08-21
Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection
Bingzhe WuShiwan ZhaoChaoChao ChenHaoyang XuLi WangXiaolu ZhangGuangyu SunJun Zhou
2019-08-21
Inverse Structural Design of Graphene/Boron Nitride Hybrids by Regressional GAN
Yuan DongDawei LiChi ZhangChuhan WuHong WangMing XinJianlin ChengJian Lin
2019-08-21
SPA-GAN: Spatial Attention GAN for Image-to-Image Translation
Hajar EmamiMajid Moradi AliabadiMing DongRatna Babu Chinnam
2019-08-19
PolyGAN: High-Order Polynomial Generators
Grigorios ChrysosStylianos MoschoglouYannis PanagakisStefanos Zafeiriou
2019-08-19
FSGAN: Subject Agnostic Face Swapping and Reenactment
| Yuval NirkinYosi KellerTal Hassner
2019-08-16
The Angel is in the Priors: Improving GAN based Image and Sequence Inpainting with Better Noise and Structural Priors
Avisek LahiriArnav Kumar JainPrabir Kumar Biswas
2019-08-16
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss
| Hyunsu KimHo Young JhooEunhyeok ParkSungjoo Yoo
2019-08-16
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization
| Md Mahfuzur Rahman SiddiqueeZongwei ZhouNima TajbakhshRuibin FengMichael B. GotwayYoshua BengioJianming Liang
2019-08-16
Cosmological N-body simulations: a challenge for scalable generative models
| Nathanaël PerraudinAnkit SrivastavaAurelien LucchiTomasz KacprzakThomas HofmannAlexandre Réfrégier
2019-08-15
Structured Coupled Generative Adversarial Networks for Unsupervised Monocular Depth Estimation
Mihai Marian PuscasDan XuAndrea PilzerNicu Sebe
2019-08-15
Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN
Xumin TaoHongrong WeiWufeng XueDong Ni
2019-08-14
Faster Unsupervised Semantic Inpainting: A GAN Based Approach
Avisek LahiriArnav Kumar JainDivyasri NadendlaPrabir Kumar Biswas
2019-08-14
Boosted GAN with Semantically Interpretable Information for Image Inpainting
Ang LiJianzhong QiRui ZhangRamamohanarao Kotagiri
2019-08-13
CMB-GAN: Fast Simulations of Cosmic Microwave background anisotropy maps using Deep Learning
Amit MishraPranath ReddyRahul Nigam
2019-08-11
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
| Orest KupynTetiana MartyniukJunru WuZhangyang Wang
2019-08-10
Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks
| Gihyun KwonChihye HanDae-shik Kim
2019-08-07
Attribute-Guided Coupled GAN for Cross-Resolution Face Recognition
Veeru TalrejaFariborz TaherkhaniMatthew C ValentiNasser M Nasrabadi
2019-08-05
Visual-Relation Conscious Image Generation from Structured-Text
Duc Minh VoAkihiro Sugimoto
2019-08-05
AdvGAN++ : Harnessing latent layers for adversary generation
Puneet ManglaSurgan JandialSakshi VarshneyVineeth N Balasubramanian
2019-08-02
Generative Image Inpainting with Submanifold Alignment
Ang LiJianzhong QiRui ZhangXingjun MaKotagiri Ramamohanarao
2019-08-01
GANs 'N Lungs: improving pneumonia prediction
Tatiana MalyginaElena ErichevaIvan Drokin
2019-08-01
Generative Adversarial Networks (GAN) for compact beam source modelling in Monte Carlo simulations
David SarrutNils KrahJean-Michel Létang
2019-07-31
A Two Stage GAN for High Resolution Retinal Image Generation and Segmentation
Paolo AndreiniSimone BonechiMonica BianchiniAlessandro MecocciFranco ScarselliAndrea Sodi
2019-07-29
Blind Deblurring Using GANs
| Manoj Kumar LenkaAnubha PandeyAnurag Mittal
2019-07-27
UGAN: Untraceable GAN for Multi-Domain Face Translation
Defa ZhuSi LiuWentao JiangChen GaoTianyi WuQaingchang WangGuodong Guo
2019-07-26
VITAL: A Visual Interpretation on Text with Adversarial Learning for Image Labeling
Tao HuChengjiang LongLeheng ZhangChunxia Xiao
2019-07-26
PU-GAN: a Point Cloud Upsampling Adversarial Network
| Ruihui LiXianzhi LiChi-Wing FuDaniel Cohen-OrPheng-Ann Heng
2019-07-25
Hard-Aware Fashion Attribute Classification
Yun YeYixin LiBo WuWei ZhangLingyu DuanTao Mei
2019-07-25
Interpreting the Latent Space of GANs for Semantic Face Editing
| Yujun ShenJinjin GuXiaoou TangBolei Zhou
2019-07-25
Pose-variant 3D Facial Attribute Generation
Feng-Ju ChangXiang YuRam NevatiaManmohan Chandraker
2019-07-24
Lifelong GAN: Continual Learning for Conditional Image Generation
Mengyao ZhaiLei ChenFred TungJiawei HeMegha NawhalGreg Mori
2019-07-23
Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets
Naima OtberdoutMohamed DaoudiAnis KacemLahoucine BallihiStefano Berretti
2019-07-23
Bayesian Inference with Generative Adversarial Network Priors
Dhruv PatelAssad A Oberai
2019-07-22
Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition
Nour SoufiMatias Valdenegro-Toro
2019-07-17
On the "steerability" of generative adversarial networks
| Ali JahanianLucy ChaiPhillip Isola
2019-07-16
Detecting and Simulating Artifacts in GAN Fake Images
| Xu ZhangSvebor KaramanShih-Fu Chang
2019-07-15
Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning
Ying Da WangRyan T. ArmstrongPeyman Mostaghimi
2019-07-15
FMRI data augmentation via synthesis
Peiye ZhuangAlexander G. SchwingSanmi Koyejo
2019-07-13
Adversarial Lipschitz Regularization
| Dávid Terjék
2019-07-12
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning
Jian NiShanghang ZhangHaiyong Xie
2019-07-12
Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps
| Yahui LiuMarco De NadaiGloria ZenNicu SebeBruno Lepri
2019-07-12
Enhanced generative adversarial network for 3D brain MRI super-resolution
Jiancong WangYuhua ChenYifan WuJianbo ShiJames Gee
2019-07-10
k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport
Luca AmbrogioniUmut GüçlüMarcel van Gerven
2019-07-09
MRI Super-Resolution with Ensemble Learning and Complementary Priors
Qing LyuHongming ShanGe Wang
2019-07-06
Affine Disentangled GAN for Interpretable and Robust AV Perception
Letao LiuMartin SaerbeckJustin Dauwels
2019-07-06
Twin Auxiliary Classifiers GAN
| Mingming GongYanwu XuChunyuan LiKun ZhangKayhan Batmanghelich
2019-07-05
Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation
| Bin DuanWei WangHao TangHugo LatapieYan Yan
2019-07-03
City-GAN: Learning architectural styles using a custom Conditional GAN architecture
| Maximilian BachlDaniel C. Ferreira
2019-07-03
Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images
Hristina UzunovaJan EhrhardtFabian JacobAlex FrydrychowiczHeinz Handels
2019-07-02
MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network
Md. Mostafa Kamal SarkerHatem A. RashwanMohamed Abdel-NasserVivek Kumar SinghSyeda Furruka BanuFarhan AkramForhad U H ChowdhuryKabir Ahmed ChoudhurySylvie ChambonPetia RadevaDomenec Puig
2019-07-01
SetGAN: Improving the stability and diversity of generative models through a permutation invariant architecture
Alessandro FerreroShireen ElhabianRoss Whitaker
2019-06-28
A Survey on GANs for Anomaly Detection
Federico Di MattiaPaolo GaleoneMichele De SimoniEmanuele Ghelfi
2019-06-27
Mind2Mind : transfer learning for GANs
Yaël FrégierJean-Baptiste Gouray
2019-06-27
Topology Maintained Structure Encoding
Qing Fang
2019-06-26
AGAN: Towards Automated Design of Generative Adversarial Networks
Hanchao WangJun Huan
2019-06-25
Interactive Subspace Exploration on Generative Image Modelling
Toby Chong Long HinI-Chao ShenIssei SatoTakeo Igarashi
2019-06-24
Adversarial Computation of Optimal Transport Maps
| Jacob LeygonieJennifer SheAmjad AlmahairiSai RajeswarAaron Courville
2019-06-24
SGANVO: Unsupervised Deep Visual Odometry and Depth Estimation with Stacked Generative Adversarial Networks
Tuo FengDongbing Gu
2019-06-20
Disentangled Inference for GANs with Latently Invertible Autoencoder
| Jiapeng ZhuDeli ZhaoBo ZhangBolei 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 KongBin TongMartin KlinkigtYuki WatanabeNaoto AkiraTomokazu 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 VougioukasStavros PetridisMaja Pantic
2019-06-14
Unsupervised Image Noise Modeling with Self-Consistent GAN
Hanshu YanXuan ChenVincent Y. F. TanWenhan YangJoe WuJiashi Feng
2019-06-13
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection
Changhee HanYoshiro KitamuraAkira KudoAkimichi IchinoseLeonardo RundoYujiro FurukawaKazuki UmemotoYuanzhong LiHideki Nakayama
2019-06-12
On Stabilizing Generative Adversarial Training with Noise
Simon JenniPaolo Favaro
2019-06-11
A Closer Look at the Optimization Landscapes of Generative Adversarial Networks
| Hugo BerardGauthier GidelAmjad AlmahairiPascal VincentSimon Lacoste-Julien
2019-06-11
Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks
Xiao LiYue DongPieter PeersXin Tong
2019-06-10
SAR: Learning Cross-Language API Mappings with Little Knowledge
| Nghi D. Q. BuiYijun YuLingxiao Jiang
2019-06-10
The Implicit Metropolis-Hastings Algorithm
| Kirill NeklyudovEvgenii EgorovDmitry Vetrov
2019-06-09
Semi-supervised Complex-valued GAN for Polarimetric SAR Image Classification
Qigong SunXiufang LiLingling LiXu LiuFang LiuLicheng Jiao
2019-06-09
Federated AI lets a team imagine together: Federated Learning of GANs
Rajagopal. ANirmala. V
2019-06-09
Generative Adversarial Networks for Operational Scenario Planning of Renewable Energy Farms: A Study on Wind and Photovoltaic
Jens SchreiberMaik JessulatBernhard Sick
2019-06-03
Generative Adversarial Networks for Distributed Intrusion Detection in the Internet of Things
Aidin FerdowsiWalid Saad
2019-06-03
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
| 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
| 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
| 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
| 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
| Jianxin LinYijun WangTianyu HeZhibo Chen
2019-06-01
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection
Changhee HanLeonardo RundoRyosuke ArakiYudai NaganoYujiro FurukawaGiancarlo MauriHideki NakayamaHideaki Hayashi
2019-05-31
Benchmarking Regression Methods: A comparison with CGAN
Karan AggarwalMatthieu KirchmeyerPranjul YadavS. Sathiya KeerthiPatrick 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
Xingyuan ChenYanzhe LiPeng JinJiuhua ZhangXinyu DaiJiajun ChenGang Song
2019-05-30
Stabilizing GANs with Octave Convolutions
| Ricard DurallFranz-Josef PfreundtJanis Keuper
2019-05-29
GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial Networks
| Hideaki HayashiKohtaro AbeSeiichi Uchida
2019-05-29
KG-GAN: Knowledge-Guided Generative Adversarial Networks
Che-Han ChangChun-Hsien YuSzu-Ying ChenEdward Y. Chang
2019-05-29
Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks
Ranjith DinakaranPhilip EasomLi ZhangAhmed BouridaneRichard JiangEran Edirisinghe
2019-05-29
Training Generative Adversarial Networks from Incomplete Observations using Factorised Discriminators
| Daniel StollerSebastian EwertSimon Dixon
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. DoukasViktoriia SharmanskaStefanos Zafeiriou
2019-05-28
Object Discovery with a Copy-Pasting GAN
| Relja ArandjelovićAndrew Zisserman
2019-05-27
Classification Accuracy Score for Conditional Generative Models
Suman RavuriOriol Vinyals
2019-05-26
DHSGAN: An End to End Dehazing Network for Fog and Smoke
| Ramavtar MalavAyoung KimSoumya Ranjan SahooGaurav Pandey
2019-05-26
Generative adversarial network based on chaotic time series
Makoto NaruseTakashi MatsubaraNicolas ChauvetKazutaka KannoTianyu YangAtsushi Uchida
2019-05-24
Semi-supervised GAN for Classification of Multispectral Imagery Acquired by UAVs
Hamideh KerdegariManzoor RazaakVasileios ArgyriouPaolo Remagnino
2019-05-24
Decentralized Learning of Generative Adversarial Networks from Non-iid Data
Ryo YonetaniTomohiro TakahashiAtsushi HashimotoYoshitaka Ushiku
2019-05-23
Training language GANs from Scratch
| Cyprien de Masson d'AutumeMihaela RoscaJack RaeShakir Mohamed
2019-05-23
PHom-GeM: Persistent Homology for Generative Models
| Jeremy CharlierRadu StateJean Hilger
2019-05-23
Generative Imaging and Image Processing via Generative Encoder
Lin ChenHaizhao Yang
2019-05-23
Augmenting correlation structures in spatial data using deep generative models
| Konstantin KlemmerAdriano KoshiyamaSebastian Flennerhag
2019-05-23
Exploring Bias in GAN-based Data Augmentation for Small Samples
Mengxiao HuJinlong Li
2019-05-21
S-Flow GAN
Yakov MironYona Coscas
2019-05-21
Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling
| Hao ZhangBo ChenLong TianZhengjue WangMingyuan Zhou
2019-05-18
ReshapeGAN: Object Reshaping by Providing A Single Reference Image
| Ziqiang ZhengYang WuZhibin YuYang YangHaiyong ZhengTakeo Kanade
2019-05-16
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach
Wenyuan LiZichen WangJiayun LiJennifer PolsonWilliam SpeierCorey Arnold
2019-05-16
Non-Parametric Priors For Generative Adversarial Networks
Rajhans SinghPavan TuragaSuren JayasuriyaRavi GargMartin W. Braun
2019-05-16
Fonts-2-Handwriting: A Seed-Augment-Train framework for universal digit classification
| Vinay Uday PrabhuSanghyun HanDian Ang YapMihail DouhaniarisPreethi SeshadriJohn Whaley
2019-05-16
X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks
Xingde YingHeng GuoKai MaJian WuZhengxin WengYefeng Zheng
2019-05-16
Deep Compressed Sensing
| Yan WuMihaela RoscaTimothy Lillicrap
2019-05-16
3D Semantic Scene Completion from a Single Depth Image using Adversarial Training
Yueh-Tung ChenMartin GarbadeJuergen Gall
2019-05-15
An Improved Self-supervised GAN via Adversarial Training
Ngoc-Trung TranViet-Hung TranNgoc-Bao NguyenNgai-Man Cheung
2019-05-14
Expression Conditional GAN for Facial Expression-to-Expression Translation
Hao TangWei WangSongsong WuXinya ChenDan XuNicu SebeYan Yan
2019-05-14
AUTOVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
| Kaizhi QianYang ZhangShiyu ChangXuesong YangMark Hasegawa-Johnson
2019-05-14
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement
| Szu-Wei FuChien-Feng LiaoYu TsaoShou-De Lin
2019-05-13
Adaptive Composition GAN towards Realistic Image Synthesis
Fangneng ZhanJiaxing HuangShijian Lu
2019-05-12
Synthetic-Neuroscore: Using A Neuro-AI Interface for Evaluating Generative Adversarial Networks
| Zhengwei WangQi SheAlan F. SmeatonTomas E. WardGraham Healy
2019-05-10
Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN
| Dongwook LeeWon-Jin MoonJong Chul Ye
2019-05-10
Limits of Deepfake Detection: A Robust Estimation Viewpoint
Sakshi AgarwalLav R. Varshney
2019-05-09
Adversarial Defense Framework for Graph Neural Network
Shen WangZhengzhang ChenJingchao NiXiao YuZhichun LiHaifeng ChenPhilip S. Yu
2019-05-09
Hierarchical Cross-Modal Talking Face Generationwith Dynamic Pixel-Wise Loss
| Lele ChenRoss K. MaddoxZhiyao DuanChenliang Xu
2019-05-09
TE141K: Artistic Text Benchmark for Text Effect Transfer
Shuai YangWenjing WangJiaying Liu
2019-05-08
FCC-GAN: A Fully Connected and Convolutional Net Architecture for GANs
| Sukarna BaruaSarah Monazam ErfaniJames Bailey
2019-05-07
Adversarial Variational Embedding for Robust Semi-supervised Learning
| Xiang ZhangLina YaoFeng Yuan
2019-05-07
Generative Adversarial Network for Wireless Signal Spoofing
Yi ShiKemal DavasliogluYalin E. Sagduyu
2019-05-03
Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality
Sukarna BaruaXingjun MaSarah Monazam ErfaniMichael E. HouleJames Bailey
2019-05-02
SinGAN: Learning a Generative Model from a Single Natural Image
| Tamar Rott ShahamTali DekelTomer Michaeli
2019-05-02
Instance-aware Image-to-Image Translation
| Sangwoo MoMinsu ChoJinwoo Shin
2019-05-01
Generating Realistic Stock Market Order Streams
Junyi LiXintong WangYaoyang LinArunesh SinhaMichael P. Wellman
2019-05-01
COCO-GAN: Conditional Coordinate Generative Adversarial Network
Chieh Hubert LinChia-Che ChangYu-Sheng ChenDa-Cheng JuanWei WeiHwann-Tzong Chen
2019-05-01
Optimistic mirror descent in saddle-point problems: Going the extra(-gradient) mile
Panayotis MertikopoulosBruno LecouatHoussam ZenatiChuan-Sheng FooVijay ChandrasekharGeorgios Piliouras
2019-05-01
DISTRIBUTIONAL CONCAVITY REGULARIZATION FOR GANS
Shoichiro YamaguchiMasanori Koyama
2019-05-01
A Case for Object Compositionality in Deep Generative Models of Images
Sjoerd van SteenkisteKarol KurachSylvain Gelly
2019-05-01
IB-GAN: Disentangled Representation Learning with Information Bottleneck GAN
Insu JeonWonkwang LeeGunhee Kim
2019-05-01
Visual Imitation with a Minimal Adversary
Scott ReedYusuf AytarZiyu WangTom PaineAäron van den OordTobias PfaffSergio GomezAlexander NovikovDavid BuddenOriol Vinyals
2019-05-01
Understand the dynamics of GANs via Primal-Dual Optimization
Songtao LuRahul SinghXiangyi ChenYongxin ChenMingyi Hong
2019-05-01
Learning Latent Semantic Representation from Pre-defined Generative Model
Jin-Young KimSung-Bae Cho
2019-05-01
Generative model based on minimizing exact empirical Wasserstein distance
Akihiro IoharaTakahito OgawaToshiyuki Tanaka
2019-05-01
Deli-Fisher GAN: Stable and Efficient Image Generation With Structured Latent Generative Space
Boli FangChuck JiaMiao JiangDhawal Chaturvedi
2019-05-01
Task-GAN for Improved GAN based Image Restoration
Jiahong OuyangGuanhua WangEnhao GongKevin ChenJohn Pauly and Greg Zaharchuk
2019-05-01
The GAN Landscape: Losses, Architectures, Regularization, and Normalization
Karol KurachMario LucicXiaohua ZhaiMarcin MichalskiSylvain Gelly
2019-05-01
Unlabeled Disentangling of GANs with Guided Siamese Networks
Gökhan YildirimNikolay JetchevUrs Bergmann
2019-05-01
VHEGAN: Variational Hetero-Encoder Randomized GAN for Zero-Shot Learning
Hao ZhangBo ChenLong TianZhengjue WangMingyuan Zhou
2019-05-01
RelGAN: Relational Generative Adversarial Networks for Text Generation
| Weili NieNina NarodytskaAnkit Patel
2019-05-01
Whitening and Coloring transform for GANs
Aliaksandr SiarohinEnver SanginetoNicu Sebe
2019-05-01
D-GAN: Divergent generative adversarial network for positive unlabeled learning and counter-examples generation
Florent CHIARONI. Mohamed-Cherif RAHAL. Nicolas HUEBER. Frédéric DUFAUX.
2019-05-01
Learning Localized Generative Models for 3D Point Clouds via Graph Convolution
| Diego ValsesiaGiulia FracastoroEnrico Magli
2019-05-01
Don't let your Discriminator be fooled
Brady ZhouPhilipp Krähenbühl
2019-05-01
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation
Stylianos MoschoglouStylianos PloumpisMihalis NicolaouAthanasios PapaioannouStefanos Zafeiriou
2019-05-01
Difference-Seeking Generative Adversarial Network
Yi-Lin SungSung-Hsien HsiehSoo-Chang PeiChun-Shien Lu
2019-05-01
RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion
| Muhammad SarmadHyunjoo Jenny LeeYoung Min Kim
2019-04-28
Time Series Simulation by Conditional Generative Adversarial Net
Rao FuJie ChenShutian ZengYiping ZhuangAgus Sudjianto
2019-04-25
A Comparison Study of Credit Card Fraud Detection: Supervised versus Unsupervised
Xuetong NiuLi WangXulei Yang
2019-04-24
Generative deep fields: arbitrarily sized, random synthetic astronomical images through deep learning
Michael J. SmithJames E. Geach
2019-04-23
Personalized sentence generation using generative adversarial networks with author-specific word usage
Chenhan YuanYi-Chin Huang
2019-04-20
Self-imitating Feedback Generation Using GAN for Computer-Assisted Pronunciation Training
Seung Hee YangMinhwa Chung
2019-04-20
Data Augmentation Using GANs
Fabio Henrique Kiyoiti dos Santos TanakaClaus Aranha
2019-04-19
Reducing Noise in GAN Training with Variance Reduced Extragradient
Tatjana ChavdarovaGauthier GidelFrançois FleuretSimon Lacoste-Julien
2019-04-18
From GAN to WGAN
Lilian Weng
2019-04-18
Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization
Li YuanFrancis EH TayPing LiLi ZhouJiashi Feng
2019-04-17
AT-GAN: An Adversarial Generator Model for Non-constrained Adversarial Examples
Xiaosen WangKun HeChuanbiao SongLiwei WangJohn E. Hopcroft
2019-04-16
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation
Md. Akmal HaidarMehdi RezagholizadehAlan Do-OmriAhmad Rashid
2019-04-15
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders
| Ari HeljakkaArno SolinJuho Kannala
2019-04-12
Cycle-Consistent Adversarial GAN: the integration of adversarial attack and defense
Lingyun JiangKai QiaoRuoxi QinLinyuan WangJian ChenHaibing BuBin Yan
2019-04-12
An Introduction to Person Re-identification with Generative Adversarial Networks
Hamed AlqahtaniManolya Kavakli-ThorneCharles Z. Liu
2019-04-12
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
| Ruotent LiLoong Fah CheongRobby T. Tan
2019-04-10
A New GAN-based End-to-End TTS Training Algorithm
Haohan GuoFrank K. SoongLei HeLei Xie
2019-04-09
Bilingual-GAN: A Step Towards Parallel Text Generation
Ahmad RashidAlan Do-OmriMd. Akmal HaidarQun LiuMehdi Rezagholizadeh
2019-04-09
Probability density distillation with generative adversarial networks for high-quality parallel waveform generation
Ryuichi YamamotoEunwoo SongJae-Min Kim
2019-04-09
Completely Unsupervised Speech Recognition By A Generative Adversarial Network Harmonized With Iteratively Refined Hidden Markov Models
Kuan-Yu ChenChe-Ping TsaiDa-Rong LiuHung-Yi LeeLin-shan Lee
2019-04-08
Teaching GANs to Sketch in Vector Format
Varshaneya VS BalasubramanianVineeth N Balasubramanian
2019-04-07
TightCap: 3D Human Shape Capture with Clothing Tightness
Xin ChenAnqi PangYang WeiLan XuiJingyi Yu
2019-04-04
Deep Multi-class Adversarial Specularity Removal
John LinMohamed El Amine SeddikMohamed TamaazoustiYoussef TamaazoustiAdrien Bartoli
2019-04-04
Interaction-aware Multi-agent Tracking and Probabilistic Behavior Prediction via Adversarial Learning
Jiachen LiHengbo MaMasayoshi Tomizuka
2019-04-04
Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer
| Xinyuan ChenChang XuXiaokang YangLi SongDacheng Tao
2019-04-04
Evaluation of the Spatio-Temporal features and GAN for Micro-expression Recognition System
Sze-Teng LiongY. S. GanDanna ZhengShu-Meng LicHao-Xuan XuaHan-Zhe ZhangRan-Ke LyuKun-Hong Liu
2019-04-03
Constrained Generative Adversarial Networks for Interactive Image Generation
Eric Heim
2019-04-03
DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks
Prerana MukherjeeManoj SharmaMegh MakwanaAjay Pratap SinghAvinash UpadhyayAkkshita TrivediBrejesh LallSantanu Chaudhury
2019-04-02
Fence GAN: Towards Better Anomaly Detection
| Cuong Phuc NgoAmadeus Aristo WinartoConnie Kou Khor LiSojeong ParkFarhan AkramHwee Kuan Lee
2019-04-02
Generative-Discriminative Complementary Learning
Yanwu XuMingming GongJunxiang ChenTongliang LiuKun ZhangKayhan Batmanghelich
2019-04-02
GAN You Do the GAN GAN?
| Joseph Suarez
2019-04-01
A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series
Wenqian JiangCheng ChengBeitong ZhouGuijun MaYe Yuan
2019-04-01
Exposing GAN-synthesized Faces Using Landmark Locations
Xin YangYuezun LiHonggang QiSiwei Lyu
2019-03-30
M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis
Peipei LiXiang WuYibo HuRan HeZhenan Sun
2019-03-30
COCO-GAN: Generation by Parts via Conditional Coordinating
| Chieh Hubert LinChia-Che ChangYu-Sheng ChenDa-Cheng JuanWei WeiHwann-Tzong Chen
2019-03-30
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection
Changhee HanLeonardo RundoRyosuke ArakiYujiro FurukawaGiancarlo MauriHideki NakayamaHideaki Hayashi
2019-03-29
Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks
Elnaz SoleimaniaEhsan Nazerfard
2019-03-29
Fast video object segmentation with Spatio-Temporal GANs
Sergi CaellesAlbert PumarolaFrancesc Moreno-NoguerAlberto SanfeliuLuc Van Gool
2019-03-28
Wasserstein Dependency Measure for Representation Learning
Sherjil OzairCorey LynchYoshua BengioAaron van den OordSergey LevinePierre Sermanet
2019-03-28
Adversarially Learned Abnormal Trajectory Classifier
| Pankaj Raj RoyGuillaume-Alexandre Bilodeau
2019-03-26
MeshGAN: Non-linear 3D Morphable Models of Faces
Shiyang ChengMichael BronsteinYuxiang ZhouIrene KotsiaMaja PanticStefanos Zafeiriou
2019-03-25
Bandwidth Extension on Raw Audio via Generative Adversarial Networks
Sung KimVisvesh Sathe
2019-03-21
Implicit Generation and Generalization in Energy-Based Models
| Yilun DuIgor Mordatch
2019-03-20
GANs for Semi-Supervised Opinion Spam Detection
| Gray StantonAthirai A. Irissappane
2019-03-19
Quality-aware Unpaired Image-to-Image Translation
Lei ChenLe WuZhenzhen HuMeng Wang
2019-03-15
Detecting GAN generated Fake Images using Co-occurrence Matrices
Lakshmanan NatarajTajuddin Manhar MohammedShivkumar ChandrasekaranArjuna FlennerJawadul H. BappyAmit K. Roy-ChowdhuryB. S. Manjunath
2019-03-15
Diagnosing and Enhancing VAE Models
| Bin DaiDavid Wipf
2019-03-14
Progressive Generative Adversarial Binary Networks for Music Generation
Manan OzaHimanshu VaghelaKriti Srivastava
2019-03-12
Adversarial Out-domain Examples for Generative Models
| Dario PasquiniMarco MingioneMassimo Bernaschi
2019-03-07
DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis
Mkhuseli NgxandeJules-Raymond TapamoMichael Burke
2019-03-06
Conditional GANs For Painting Generation
Adeel MuftiBiagio AntonelliJulius Monello
2019-03-06
DijetGAN: A Generative-Adversarial Network Approach for the Simulation of QCD Dijet Events at the LHC
Riccardo Di SipioMichele Faucci GiannelliSana Ketabchi HaghighatSerena Palazzo
2019-03-06
Deep Learning based End-to-End Wireless Communication Systems with Conditional GAN as Unknown Channel
Hao YeLe LiangGeoffrey Ye LiBiing-Hwang Fred Juang
2019-03-06
Improve Object Detection by Data Enhancement based on Generative Adversarial Nets
Wei JiangNa Ying
2019-03-05
Stochastic Sampling Simulation for Pedestrian Trajectory Prediction
Cyrus AndersonXiaoxiao DuRam VasudevanMatthew Johnson-Roberson
2019-03-05
Unpaired image denoising using a generative adversarial network in X-ray CT
Hyoung Suk ParkJineon BaekSun Kyoung YouJae Kyu ChoiJin Keun Seo
2019-03-04
Adversarial Generation of Handwritten Text Images Conditioned on Sequences
Eloi AlonsoBastien MoyssetRonaldo Messina
2019-03-01
Lung CT Imaging Sign Classification through Deep Learning on Small Data
Guocai He
2019-03-01
Enhancing the Robustness of Deep Neural Networks by Boundary Conditional GAN
Ke SunZhanxing ZhuZhouchen Lin
2019-02-28
GAN Based Image Deblurring Using Dark Channel Prior
Shuang ZhangAda ZhenRobert L. Stevenson
2019-02-28
On the generalization of GAN image forensics
Xinsheng XuanBo PengWei WangJing Dong
2019-02-27
BoostGAN for Occlusive Profile Face Frontalization and Recognition
Qingyan DuanLei Zhang
2019-02-26
GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems
Ankit RajYuqi LiYoram Bresler
2019-02-26
Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation
Soochan LeeJunsoo HaGunhee Kim
2019-02-25
Wasserstein GAN Can Perform PCA
Jaewoong ChoChangho Suh
2019-02-25
TraVeLGAN: Image-to-image Translation by Transformation Vector Learning
| Matthew AmodioSmita Krishnaswamy
2019-02-25
Training GANs with Centripetal Acceleration
Wei PengYuhong DaiHui ZhangLizhi Cheng
2019-02-24
Bi-Skip: A Motion Deblurring Network Using Self-paced Learning
Yiwei ZhangChunbiao ZhuGe LiYuan ZhaoHaifeng Shen
2019-02-24
Anomaly Detection with Adversarial Dual Autoencoders
Ha Son VuDaisuke UetaKiyoshi HashimotoKazuki MaenoSugiri PranataSheng Mei Shen
2019-02-19
SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction
Zhongnian LiTao ZhangPeng WanDaoqiang Zhang
2019-02-18
Data augmentation for low resource sentiment analysis using generative adversarial networks
Rahul Gupta
2019-02-18
DC-AL GAN: Pseudoprogression and True Tumor Progression of Glioblastoma Multiform Image Classification Based on DCGAN and AlexNet
Meiyu LiHailiang TangMichael D. ChanXiaobo ZhouXiaohua Qian
2019-02-16
Lipschitz Generative Adversarial Nets
| Zhiming ZhouJiadong LiangYuxuan SongLantao YuHongwei WangWeinan ZhangYong YuZhihua Zhang
2019-02-15
GeoGAN: A Conditional GAN with Reconstruction and Style Loss to Generate Standard Layer of Maps from Satellite Images
Swetava GanguliPedro GarzonNoa Glaser
2019-02-14
Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty
Anthony PerezSwetava GanguliStefano ErmonGeorge AzzariMarshall BurkeDavid Lobell
2019-02-13
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation
Jonas LöhdefinkAndreas BärNico M. SchmidtFabian HügerPeter SchlichtTim Fingscheidt
2019-02-12
Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images
Edward CollierKate DuffySangram GangulyGeri MadanguitSubodh KaliaGayaka ShreekantRamakrishna NemaniAndrew MichaelisShuang LiAuroop GangulySupratik Mukhopadhyay
2019-02-12
Improving Generalization and Stability of Generative Adversarial Networks
Hoang Thanh-TungTruyen TranSvetha Venkatesh
2019-02-11
Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation
| Jianxin LinZhibo ChenYingce XiaSen LiuTao QinJiebo Luo
2019-02-11
Adversarial Generation of Time-Frequency Features with application in audio synthesis
| Andrés MarafiotiNicki HolighausNathanaël PerraudinPiotr Majdak
2019-02-11
Venn GAN: Discovering Commonalities and Particularities of Multiple Distributions
| Yasin YazıcıBruno LecouatChuan-Sheng FooStefan WinklerKim-Hui YapGeorgios PiliourasVijay Chandrasekhar
2019-02-09
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving
Michal UricarPavel KrizekDavid HurychIbrahim SobhSenthil YogamaniPatrick Denny
2019-02-09
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses
Ananya UppalShashank SinghBarnabás Póczos
2019-02-09
Illumination Invariant Foreground Object Segmentation using ForeGANs
Maryam SultanaSoon Ki Jung
2019-02-07
Progressive Generative Adversarial Networks for Medical Image Super resolution
Dwarikanath MahapatraBehzad Bozorgtabar
2019-02-06
Perturbative GAN: GAN with Perturbation Layers
| Yuma KishiTsutomu IkegamiShin-ichi O'uchiRyousei TakanoWakana NogamiTomohiro Kudoh
2019-02-05
Adversarial Networks and Autoencoders: The Primal-Dual Relationship and Generalization Bounds
Hisham HusainRichard NockRobert C. Williamson
2019-02-03
Collaborative Sampling in Generative Adversarial Networks
| Yuejiang LiuParth KothariAlexandre Alahi
2019-02-02
Domain invariant hierarchical embedding for grocery products recognition
Alessio TonioniLuigi Di Stefano
2019-02-02
Compressing GANs using Knowledge Distillation
Angeline AguinaldoPing-Yeh ChiangAlex GainAmeya PatilKolten PearsonSoheil Feizi
2019-02-01
Comparison of Patch-Based Conditional Generative Adversarial Neural Net Models with Emphasis on Model Robustness for Use in Head and Neck Cases for MR-Only planning
Peter KlagesIlyes BenslimaneSadegh RiyahiJue JiangMargie HuntJoe DeasyHarini VeeraraghavanNeelam Tyagi
2019-02-01
Progressive Augmentation of GANs
| Dan ZhangAnna Khoreva
2019-01-29
On the Units of GANs (Extended Abstract)
David BauJun-Yan ZhuHendrik StrobeltBolei ZhouJoshua B. TenenbaumWilliam T. FreemanAntonio Torralba
2019-01-29
Generative Adversarial Networks for geometric surfaces prediction in injection molding
Pierre NagornyThomas LacombeHugues FavreliereMaurice PilletEric PairelRonan Le GoffMarlene WaliJerome LoureauxPatrice Kiener
2019-01-29
Out-of-Sample Testing for GANs
| Pablo Sánchez-MartínPablo M. OlmosFernando Pérez-Cruz
2019-01-28
Learning to Clean: A GAN Perspective
Monika SharmaAbhishek VermaLovekesh Vig
2019-01-28
Deconstructing Generative Adversarial Networks
Banghua ZhuJiantao JiaoDavid Tse
2019-01-27
Kernel-Guided Training of Implicit Generative Models with Stability Guarantees
Arash MehrjouWittawat JitkrittumKrikamol MuandetBernhard Schölkopf
2019-01-26
GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks
Kai LeiMeng QinBo BaiGong ZhangMin Yang
2019-01-26
Diversity-Sensitive Conditional Generative Adversarial Networks
Dingdong YangSeunghoon HongYunseok JangTianchen ZhaoHonglak Lee
2019-01-25
Virtual Conditional Generative Adversarial Networks
| Haifeng ShiGuanyu CaiYuqin WangShaohua ShangLianghua He
2019-01-25
Maximum Entropy Generators for Energy-Based Models
| Rithesh KumarSherjil OzairAnirudh GoyalAaron CourvilleYoshua Bengio
2019-01-24
Deep Generative Learning via Variational Gradient Flow
| Yuan GaoYuling JiaoYang WangYao WangCan YangShunkang Zhang
2019-01-24
QGAN: Quantized Generative Adversarial Networks
Peiqi WangDongsheng WangYu JiXinfeng XieHaoxuan SongXuXin LiuYongqiang LyuYuan Xie
2019-01-24
Generating and Aligning from Data Geometries with Generative Adversarial Networks
Matthew AmodioSmita Krishnaswamy
2019-01-24
Unsupervised Image-to-Image Translation with Self-Attention Networks
| Taewon KangKwang Hee Lee
2019-01-24
A New CGAN Technique for Constrained Topology Design Optimization
M. -H. Herman ShenLiang Chen
2019-01-22
Generation High resolution 3D model from natural language by Generative Adversarial Network
Kentaro FukamizuMasaaki KondoRyuichi Sakamoto
2019-01-22
Synthesizing facial photometries and corresponding geometries using generative adversarial networks
Gil ShamaiRon SlossbergRon Kimmel
2019-01-19
Generative Adversarial Classifier for Handwriting Characters Super-Resolution
Zhuang QianKaizhu HuangQiufeng WangJimin XiaoRui Zhang
2019-01-18
Generating Realistic Sequences of Customer-level Transactions for Retail Datasets
Thang DoanNeil VeiraSaibal RayBrian Keng
2019-01-17
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks
| Dan LiDacheng ChenLei ShiBaihong JinJonathan GohSee-Kiong Ng
2019-01-15
Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation
| Hao TangDan XuWei WangYan YanNicu Sebe
2019-01-14
Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation
Jingwei GanPai LiuRajan K. Chakrabarty
2019-01-13
DCNN-GAN: Reconstructing Realistic Image from fMRI
Yunfeng LinJiangbei LiHanjing Wang
2019-01-13
CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning