Methods > General > Activation Functions

Leaky ReLU


Leaky Rectified Linear Unit, or Leaky ReLU, is a type of activation function based on a ReLU, but it has a small slope for negative values instead of a flat slope. The slope coefficient is determined before training, i.e. it is not learnt during training. This type of activation function is popular in tasks where we we may suffer from sparse gradients, for example training generative adversarial networks.

Latest Papers

PAPER DATE
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Congyi WangYu ChenBin WangYi Shi
2021-03-26
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Mallikarjun B RAyush TewariAbdallah DibTim WeyrichBernd BickelHans-Peter SeidelHanspeter PfisterWojciech MatusikLouis ChevallierMohamed ElgharibChristian Theobalt
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Generative Adversarial Transformers
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Way TanBihan WenXulei Yang
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| Brendon LutnickLeema Krishna MuraliBrandon GinleyAvi Z. RosenbergPinaki Sarder
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| Xuanchi RenTao YangYuwang WangWenjun Zeng
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Jaeseong YouGyuhyeon NamDalhyun KimGyeongsu Chae
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RF PIX2PIX Unsupervised Wi-Fi to Video Translation
Michael Drob
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| Rinon GalDana CohenAmit BermanoDaniel Cohen-Or
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| Yuval AlalufOr PatashnikDaniel Cohen-Or
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| Federico A. GalatoloMario G. C. A. CiminoGigliola Vaglini
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| Scott H. HawleyAndrew C. Morrison
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toon2real: Translating Cartoon Images to Realistic Images
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Geoffrey X. YuYubo GaoPavel GolikovGennady Pekhimenko
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Pranjal Singh RajputKanya SatisSonnya DellarosaWenxuan HuangObinna Agba
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Hongming LuoGuangsen LiaoXianxu HouBozhi LiuFei ZhouGuoping Qiu
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| Kathleen M LewisSrivatsan VaradharajanIra Kemelmacher-Shlizerman
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N. AnantrasirichaiDavid Bull
2021-01-05
Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise
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ADIS-GAN: Affine Disentangled GAN
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2020-12-24
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2020-12-23
Focal Frequency Loss for Image Reconstruction and Synthesis
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| Jinshan ZengQi ChenYunxin LiuMingwen WangYuan YAO
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Visually Grounding Instruction for History-Dependent Manipulation
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Transforming Facial Weight of Real Images by Editing Latent Space of StyleGAN
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2020-09-03
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Sagar Kora Venu
2020-09-02
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| Nanxin ChenYu ZhangHeiga ZenRon J. WeissMohammad NorouziWilliam Chan
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Text and Style Conditioned GAN for Generation of Offline Handwriting Lines
| Brian DavisChris TensmeyerBrian PriceCurtis WigingtonBryan MorseRajiv Jain
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Langevin Cooling for Domain Translation
| Vignesh SrinivasanKlaus-Robert MüllerWojciech SamekShinichi Nakajima
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| Partha GhoshPravir Singh GuptaRoy UzielAnurag RanjanMichael BlackTimo Bolkart
2020-08-31
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement
| William PeeblesJohn PeeblesJun-Yan ZhuAlexei EfrosAntonio Torralba
2020-08-24
DeepLandscape: Adversarial Modeling of Landscape Video
| Elizaveta LogachevaRoman SuvorovOleg KhomenkoAnton MashikhinVictor Lempitsky
2020-08-21
Slide-free MUSE Microscopy to H&E Histology Modality Conversion via Unpaired Image-to-Image Translation GAN Models
Tanishq AbrahamAndrew ShawDaniel O'ConnorAustin ToddRichard Levenson
2020-08-19
Direct Adversarial Training: A New Approach for Stabilizing The Training Process of GANs
Ziqiang LiPengfei XiaRentuo TaoHongjing NiuBin Li
2020-08-19
CinC-GAN for Effective F0 prediction for Whisper-to-Normal Speech Conversion
| Maitreya PatelMirali PurohitJui ShahHemant A. Patil
2020-08-18
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation
| Karan GoelAlbert GuYixuan LiChristopher Ré
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Hugo TouvronMatthijs DouzeMatthieu CordHervé Jégou
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AdaIN-Switchable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising
Jawook GuJong Chul Ye
2020-08-13
Improving the Performance of Fine-Grain Image Classifiers via Generative Data Augmentation
Shashank ManjunathAitzaz NathanielJeff DruceStan German
2020-08-12
Spectrum and Prosody Conversion for Cross-lingual Voice Conversion with CycleGAN
Zongyang DuKun ZhouBerrak SismanHaizhou Li
2020-08-11
SpeedySpeech: Efficient Neural Speech Synthesis
| Jan VainerOndřej Dušek
2020-08-09
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows
| Rameen AbdalPeihao ZhuNiloy MitraPeter Wonka
2020-08-06
Learning from a Complementary-label Source Domain: Theory and Algorithms
| Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-08-04
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data
Hyungjin ChungEunju ChaLeonard SunwooJong Chul Ye
2020-08-04
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
| Elad RichardsonYuval AlalufOr PatashnikYotam NitzanYaniv AzarStav ShapiroDaniel Cohen-Or
2020-08-03
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data
Adrian Lopez-RodriguezBenjamin BusamKrystian Mikolajczyk
2020-08-03
DeepLandscape: Adversarial Modeling of Landscape Videos
| Elizaveta LogachevaRoman SuvorovOleg KhomenkoAnton MashikhinVictor Lempitsky
2020-08-01
VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network
| Jinhyeok YangJun-Mo LeeYoungik KimHoon-Young ChoInjung Kim
2020-07-30
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation
| Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
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Quasi-Periodic Parallel WaveGAN: A Non-autoregressive Raw Waveform Generative Model with Pitch-dependent Dilated Convolution Neural Network
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2020-07-25
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Generative Hierarchical Features from Synthesizing Images
| Yinghao XuYujun ShenJiapeng ZhuCeyuan YangBolei Zhou
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Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection
K. V. KadambariVishnu Vardhan Nimmalapudi
2020-07-17
MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry
Cedric SchockaertHenri Hoyez
2020-07-15
Allpass Feedback Delay Networks
Sebastian J. Schlecht
2020-07-14
Investigation of Sentiment Controllable Chatbot
Hung-Yi LeeCheng-Hao HoChien-Fu LinChiung-Chih ChangChih-Wei LeeYau-Shian WangTsung-Yuan HsuKuan-Yu Chen
2020-07-11
Journey Towards Tiny Perceptual Super-Resolution
Royson LeeŁukasz DudziakMohamed AbdelfattahStylianos I. VenierisHyeji KimHongkai WenNicholas D. Lane
2020-07-08
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? -- Vulnerability and Detection
Sushma VenkateshHaoyu ZhangRaghavendra RamachandraKiran RajaNaser DamerChristoph Busch
2020-07-07
3D Topology Transformation with Generative Adversarial Networks
Luca StornaiuoloNima DehmamyAlbert-László BarabásiMauro Martino
2020-07-07
A Free Viewpoint Portrait Generator with Dynamic Styling
| Anpei ChenRuiyang LiuLing XieJingyi Yu
2020-07-07
HoughNet: Integrating near and long-range evidence for bottom-up object detection
| Nermin SametSamet HicsonmezEmre Akbas
2020-07-05
Collaborative Learning for Faster StyleGAN Embedding
Shanyan GuanYing TaiBingbing NiFeida ZhuFeiyue HuangXiaokang Yang
2020-07-03
PriorGAN: Real Data Prior for Generative Adversarial Nets
| Shuyang GuJianmin BaoDong ChenFang Wen
2020-06-30
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images
Stephan J. GarbinMarek KowalskiMatthew JohnsonJamie Shotton
2020-06-26
Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal
Shujaat KhanJaeyoung HuhJong Chul Ye
2020-06-26
Deep Convolutional GANs for Car Image Generation
Dong Hui Kim
2020-06-24
Towards a Neural Graphics Pipeline for Controllable Image Generation
Xuelin ChenDaniel Cohen-OrBaoquan ChenNiloy J. Mitra
2020-06-18
Differentiable Augmentation for Data-Efficient GAN Training
| Shengyu ZhaoZhijian LiuJi LinJun-Yan ZhuSong Han
2020-06-18
Adversarial representation learning for private speech generation
| David EricssonAdam ÖstbergEdvin Listo ZecJohn MartinssonOlof Mogren
2020-06-16
Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems
Huy H. NguyenJunichi YamagishiIsao EchizenSébastien Marcel
2020-06-15
2D Image Relighting with Image-to-Image Translation
| Paul GaftonErick Maraz
2020-06-14
SE-MelGAN -- Speaker Agnostic Rapid Speech Enhancement
Luka ChkhetianiLevan Bejanidze
2020-06-13
Training Generative Adversarial Networks with Limited Data
| Tero KarrasMiika AittalaJanne HellstenSamuli LaineJaakko LehtinenTimo Aila
2020-06-11
Rethinking the Truly Unsupervised Image-to-Image Translation
| Kyungjune BaekYunjey ChoiYoungjung UhJaejun YooHyunjung Shim
2020-06-11
Can Synthetic Data Improve Object Detection Results for Remote Sensing Images?
Weixing LiuJun LiuBin Luo
2020-06-09
On Data Augmentation for GAN Training
| Ngoc-Trung TranViet-Hung TranNgoc-Bao NguyenTrung-Kien NguyenNgai-Man Cheung
2020-06-09
A Robust Attentional Framework for License Plate Recognition in the Wild
Linjiang ZhangPeng WangHui LiZhen LiChunhua ShenYanning Zhang
2020-06-06
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks
Iñigo Azqueta-GavaldonFlorian FröhlichKlaus StroblRudolph Triebel
2020-06-05
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks
| Gašper Beguš
2020-06-04
Overcoming Overfitting and Large Weight Update Problem in Linear Rectifiers: Thresholded Exponential Rectified Linear Units
Vijay Pandey
2020-06-04
Least $k$th-Order and Rényi Generative Adversarial Networks
Himesh BhatiaWilliam PaulFady AlajajiBahman GharesifardPhilippe Burlina
2020-06-03
Using Generative Models for Pediatric wbMRI
Alex ChangVinith M. SuriyakumarAbhishek MoturuNipaporn TewattanaratAndrea DoriaAnna Goldenberg
2020-06-01
Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping
Ran Yi Yong-Jin Liu Yu-Kun Lai Paul L. Rosin
2020-06-01
End-to-End Change Detection for High Resolution Drone Images with GAN Architecture
Yura ZharkovskyOvadya Menadeva
2020-05-31
Perceptual Extreme Super Resolution Network with Receptive Field Block
| Taizhang ShangQiuju DaiShengchen ZhuTong YangYandong Guo
2020-05-26
Fractional moment-preserving initialization schemes for training deep neural networks
Mert GurbuzbalabanYuanhan Hu
2020-05-25
Network Bending: Expressive Manipulation of Deep Generative Models
| Terence BroadFrederic Fol LeymarieMick Grierson
2020-05-25
Identity-Preserving Realistic Talking Face Generation
Sanjana SinhaSandika BiswasBrojeshwar Bhowmick
2020-05-25
Recognizing Families through Images with Pretrained Encoder
Tuan-Duy H. NguyenHuu-Nghia H. NguyenHieu Dao
2020-05-24
Map Generation from Large Scale Incomplete and Inaccurate Data Labels
Rui ZhangConrad AlbrechtWei zhangXiaodong CuiUlrich FinklerDavid KungSiyuan Lu
2020-05-20
Medical Image Generation using Generative Adversarial Networks
Nripendra Kumar SinghKhalid Raza
2020-05-19
Face Identity Disentanglement via Latent Space Mapping
| Yotam NitzanAmit BermanoYangyan LiDaniel Cohen-Or
2020-05-15
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation
Mor Avi-AharonAssaf ArbelleTammy Riklin Raviv
2020-05-06
Mimicry: Towards the Reproducibility of GAN Research
| Kwot Sin LeeChristopher Town
2020-05-05
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery
Hiroshi SasakiChris G. WillcocksToby P. Breckon
2020-05-05
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching
Rui LiuChengxi YangWenxiu SunXiaogang WangHongsheng Li
2020-05-05
Parkinson’s Disease EMG Data Augmentation and Simulation with DCGANs and Style Transfer
| Rafael Anicet ZaniniEsther Luna Colombini
2020-05-03
Kernel of CycleGAN as a principal homogeneous space
Nikita MoriakovJonas AdlerJonas Teuwen
2020-05-01
Editing in Style: Uncovering the Local Semantics of GANs
| Edo CollinsRaja BalaBob PriceSabine Süsstrunk
2020-04-29
In-Vehicle Object Detection in the Wild for Driverless Vehicles
Ranjith DinakaranLi ZhangRichard Jiang
2020-04-27
Offline Signature Verification on Real-World Documents
| Deniz EnginAlperen KantarcıSeçil ArslanHazim Kemal Ekenel
2020-04-25
YOLOv4: Optimal Speed and Accuracy of Object Detection
| Alexey BochkovskiyChien-Yao WangHong-Yuan Mark Liao
2020-04-23
A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification
Claire VoreiterJean-Christophe BurnelPierre LassalleMarc SpigaiRomain HuguesNicolas Courty
2020-04-22
Effect of Input Noise Dimension in GANs
Manisha PadalaDebojit DasSujit Gujar
2020-04-15
Adversarial Latent Autoencoders
| Stanislav PidhorskyiDonald AdjerohGianfranco Doretto
2020-04-09
Super-resolution of clinical CT volumes with modified CycleGAN using micro CT volumes
Tong ZHENGHirohisa ODATakayasu MORIYATakaaki SUGINOShota NAKAMURAMasahiro OdaMasaki MORIHirotsugu TAKABATAKEHiroshi NATORIKensaku MORI
2020-04-07
Iconify: Converting Photographs into Icons
Takuro KaramatsuGibran Benitez-GarciaKeiji YanaiSeiichi Uchida
2020-04-07
Feature Quantization Improves GAN Training
| Yang ZhaoChunyuan LiPing YuJianfeng GaoChangyou Chen
2020-04-05
Arbitrary Scale Super-Resolution for Brain MRI Images
| Chuan TanJin ZhuPietro Lio'
2020-04-05
Manifold-Aware CycleGAN for High-Resolution Structural-to-DTI Synthesis
Benoit Anctil-RobitailleChristian DesrosiersHerve Lombaert
2020-04-01
StyleRig: Rigging StyleGAN for 3D Control over Portrait Images
Ayush TewariMohamed ElgharibGaurav BharajFlorian BernardHans-Peter SeidelPatrick PérezMichael ZollhöferChristian Theobalt
2020-03-31
Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation
| Victor SchmidtMakesh Narsimhan SreedharMostafa ElArabyIrina Rish
2020-03-31
TResNet: High Performance GPU-Dedicated Architecture
| Tal RidnikHussam LawenAsaf NoyEmanuel Ben BaruchGilad SharirItamar Friedman
2020-03-30
Unsupervised Deep Learning for MR Angiography with Flexible Temporal Resolution
Eunju ChaHyungjin ChungEung Yeop KimJong Chul Ye
2020-03-29
One-Shot Domain Adaptation For Face Generation
Chao YangSer-Nam Lim
2020-03-28
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation
Shawn MathewSaad NadeemSruti KumariArie Kaufman
2020-03-27
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement
Sai BiKalyan SunkavalliFederico PerazziEli ShechtmanVladimir KimRavi Ramamoorthi
2020-03-27
DCDLearn: Multi-order Deep Cross-distance Learning for Vehicle Re-Identification
Rixing ZhuJianwu FangHongke XuHongkai YuJianru Xue
2020-03-25
Re-Training StyleGAN -- A First Step Towards Building Large, Scalable Synthetic Facial Datasets
Viktor VarkarakisShabab BazrafkanPeter Corcoran
2020-03-24
GAN Compression: Efficient Architectures for Interactive Conditional GANs
| Muyang LiJi LinYaoyao DingZhijian LiuJun-Yan ZhuSong Han
2020-03-19
Capsule GAN Using Capsule Network for Generator Architecture
Kanako MarusakiHiroshi Watanabe
2020-03-18
Transformation-based Adversarial Video Prediction on Large-Scale Data
Pauline LucAidan ClarkSander DielemanDiego de Las CasasYotam DoronAlbin CassirerKaren Simonyan
2020-03-09
Perceptual Image Super-Resolution with Progressive Adversarial Network
Lone WongDeli ZhaoShaohua WanBo Zhang
2020-03-08
StyleGAN2 Distillation for Feed-forward Image Manipulation
| Yuri ViazovetskyiVladimir IvashkinEvgeny Kashin
2020-03-07
Semi-Supervised StyleGAN for Disentanglement Learning
Weili NieTero KarrasAnimesh GargShoubhik DebnathAnjul PatneyAnkit B. PatelAnima Anandkumar
2020-03-06
A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents
Anirudh ChandrashekarAshok HandaNatesh ShivakumarPierfrancesco LapollaVicente GrauRegent Lee
2020-03-02
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation
Peng JiangSrikanth Saripalli
2020-03-02
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs
| Sangwoo MoMinsu ChoJinwoo Shin
2020-02-25
LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis
| Quan Huu CapHiroyuki UgaSatoshi KagiwadaHitoshi Iyatomi
2020-02-24
DotFAN: A Domain-transferred Face Augmentation Network for Pose and Illumination Invariant Face Recognition
Hao-Chiang ShaoKang-Yu LiuChia-Wen LinJiwen Lu
2020-02-23
NNoculation: Broad Spectrum and Targeted Treatment of Backdoored DNNs
Akshaj Kumar VeldandaKang LiuBenjamin TanPrashanth KrishnamurthyFarshad KhorramiRamesh KarriBrendan Dolan-GavittSiddharth Garg
2020-02-19
Unsupervised Image-generation Enhanced Adaptation for Object Detection in Thermal images
Wanyi LiFuyu LiYongkang LuoPeng Wang
2020-02-17
Many-to-Many Voice Conversion using Conditional Cycle-Consistent Adversarial Networks
Shindong LeeBongGu KoKeonnyeong LeeIn-Chul YooDongsuk Yook
2020-02-15
PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation
| Kancharagunta Kishan BabuShiv Ram Dubey
2020-02-13
EndoL2H: Deep Super-Resolution for Capsule Endoscopy
| Yasin AlmaliogluKutsev Bengisu OzyorukAbdulkadir GokceKagan IncetanGuliz Irem GokcelerMuhammed Ali SimsekKivanc AraratRichard J. ChenNicholas J. DurrFaisal MahmoodMehmet Turan
2020-02-13
Real or Not Real, that is the Question
| Yuanbo XiangliYubin DengBo DaiChen Change LoyDahua Lin
2020-02-12
Gaze Preserving CycleGANs for Eyeglass Removal & Persistent Gaze Estimation
| Akshay RangeshBo-Wen ZhangMohan M. Trivedi
2020-02-06
Level Three Synthetic Fingerprint Generation
| André Brasil Vieira WyzykowskiMauricio Pamplona SegundoRubisley de Paula Lemes
2020-02-05
Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis
| Pegah SalehiAbdolah Chalechale
2020-02-03
Transforming Spectrum and Prosody for Emotional Voice Conversion with Non-Parallel Training Data
| Kun ZhouBerrak SismanHaizhou Li
2020-02-01
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses
Niharika JainAlberto OlmoSailik SenguptaLydia ManikondaSubbarao Kambhampati
2020-01-26
Kernel of CycleGAN as a Principle homogeneous space
Nikita MoriakovJonas AdlerJonas Teuwen
2020-01-24
HRFA: High-Resolution Feature-based Attack
| Zhixing YeSizhe ChenPeidong ZhangChengjin SunXiaolin Huang
2020-01-21
Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant
Shayan AziznejadHarshit GuptaJoaquim CamposMichael Unser
2020-01-17
CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation
| Kancharagunta Kishan BabuShiv Ram Dubey
2020-01-15
Unsupervised multi-modal Styled Content Generation
Omry SendikDani LischinskiDaniel Cohen-Or
2020-01-10
Non-Sequential Melody Generation
Mitchell BillardRobert BishopMoustafa ElsisyLaura GravesAntonina KolokolovaVineel NagisettyZachary NorthcottHeather Patey
2020-01-01
Parallel Neural Text-to-Speech
Kainan PengWei PingZhao SongKexin Zhao
2020-01-01
Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database
Tong ZhengHirohisa ODATakayasu MORIYAShota NAKAMURAMasahiro OdaMasaki MORIHoritsugu TakabatakeHiroshi NATORIKensaku MORI
2019-12-30
CNN-generated images are surprisingly easy to spot... for now
| Sheng-Yu WangOliver WangRichard ZhangAndrew OwensAlexei A. Efros
2019-12-23
An Application of Generative Adversarial Networks for Super Resolution Medical Imaging
Rewa SoodBinit TopiwalaKarthik ChoutaguntaRohit SoodMirabela Rusu
2019-12-19
Anisotropic Super Resolution in Prostate MRI using Super Resolution Generative Adversarial Networks
Rewa SoodMirabela Rusu
2019-12-19
A Cycle-GAN Approach to Model Natural Perturbations in Speech for ASR Applications
Sri Harsha DumpalaImran SheikhRupayan ChakrabortySunil Kumar Kopparapu
2019-12-18
LAMP-HQ: A Large-Scale Multi-Pose High-Quality Database and Benchmark for NIR-VIS Face Recognition
Aijing YuHaoxue WuHuaibo HuangZhen LeiRan He
2019-12-17
Normalization of breast MRIs using Cycle-Consistent Generative Adversarial Networks
Gourav ModanwalAdithya VellalMaciej A. Mazurowski
2019-12-16
Disentanglement based Active Learning
Silpa V SAdarsh KSumitra SRaju K George
2019-12-15
DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking
Yanyan WeiZhao ZhangYang WangMingliang XuYi YangShuicheng YanMeng Wang
2019-12-15
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
AVID: Learning Multi-Stage Tasks via Pixel-Level Translation of Human Videos
Laura SmithNikita DhawanMarvin ZhangPieter AbbeelSergey Levine
2019-12-10
Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training
Harrison NguyenSimon LuoFabio Ramos
2019-12-09
Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations
Sven GowalChongli QinPo-Sen HuangTaylan CemgilKrishnamurthy DvijothamTimothy MannPushmeet Kohli
2019-12-06
Towards Robust Neural Vocoding for Speech Generation: A Survey
Po-chun HsuChun-hsuan WangAndy T. LiuHung-Yi Lee
2019-12-05
A Study into Echocardiography View Conversion
| Amir H. AbdiMohammad H. JafariSidney FelsTheresa TsangPurang Abolmaesumi
2019-12-05
Analyzing and Improving the Image Quality of StyleGAN
| Tero KarrasSamuli LaineMiika AittalaJanne HellstenJaakko LehtinenTimo Aila
2019-12-03
Detecting GAN generated errors
Xiru ZhuFengdi CheTianzi YangTzuyang YuDavid MegerGregory Dudek
2019-12-02
LOGAN: Latent Optimisation for Generative Adversarial Networks
| Yan WuJeff DonahueDavid BalduzziKaren SimonyanTimothy Lillicrap
2019-12-02
Cycle-Consistent Adversarial Networks for Realistic Pervasive Change Generation in Remote Sensing Imagery
Christopher X. RenAmanda ZiemannAlice M. S. DurieuxJames Theiler
2019-11-28
CSPNet: A New Backbone that can Enhance Learning Capability of CNN
| Chien-Yao WangHong-Yuan Mark LiaoI-Hau YehYueh-Hua WuPing-Yang ChenJun-Wei Hsieh
2019-11-27
Towards Better Understanding of Disentangled Representations via Mutual Information
Xiaojiang YangWendong BiYitong SunYu ChengJunchi Yan
2019-11-25
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 CozYu-An Liu
2019-11-20
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
Tight Sample Complexity of Learning One-hidden-layer Convolutional Neural Networks
Yuan CaoQuanquan Gu
2019-11-12
Spleeter: A Fast And State-of-the Art Music Source Separation Tool With Pre-trained Models
| Romain HennequinAnis KhlifFelix VoituretManuel Moussallam
2019-11-04
Multi-defect microscopy image restoration under limited data conditions
Anastasia RazdaibiedinaJeevaa VelayuthamMiti Modi
2019-10-31
Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogram
| Ryuichi YamamotoEunwoo SongJae-Min Kim
2019-10-25
CycleGAN Voice Conversion of Spectral Envelopes using Adversarial Weights
Rafael FerroNicolas ObinAxel Roebel
2019-10-22
Approximation capabilities of neural networks on unbounded domains
Ming-Xi WangYang Qu
2019-10-21
Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN)
| Petru SovianyClaudiu ArdeiRadu Tudor IonescuMarius Leordeanu
2019-10-20
Full-Scale Continuous Synthetic Sonar Data Generation with Markov Conditional Generative Adversarial Networks
Marija JegorovaAntti Ilari KarjalainenJose VazquezTimothy Hospedales
2019-10-15
Prescribed Generative Adversarial Networks
| Adji B. DiengFrancisco J. R. RuizDavid M. BleiMichalis K. Titsias
2019-10-09
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis
| Kundan KumarRithesh KumarThibault de BoissiereLucas GestinWei Zhen TeohJose SoteloAlexandre de BrebissonYoshua BengioAaron Courville
2019-10-08
Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019
| Yingwei PanYehao LiQi CaiYang ChenTing Yao
2019-10-08
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation
| Ilja ManakovMarkus RohmChristoph KernBenedikt SchwormKarsten KortuemVolker Tresp
2019-10-07
Generative Adversarial Networks for Failure Prediction
Shuai ZhengAhmed FarahatChetan Gupta
2019-10-04
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data
Utkarsh OjhaKrishna Kumar SinghCho-Jui HsiehYong Jae Lee
2019-10-01
Enhancing high-content imaging for studying microtubule networks at large-scale
| Hao-Chih LeeSarah T. CherngRiccardo MiottoJoel T. Dudley
2019-10-01
Semi-Supervised Monocular 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer
Jingtan Piao Chen Qian Hongsheng Li
2019-10-01
Unsupervised Projection Networks for Generative Adversarial Networks
Daiyaan ArfeenJesse Zhang
2019-09-30
Student Specialization in Deep ReLU Networks With Finite Width and Input Dimension
| Yuandong Tian
2019-09-30
RGBD-GAN: Unsupervised 3D Representation Learning From Natural Image Datasets via RGBD Image Synthesis
| Atsuhiro NoguchiTatsuya Harada
2019-09-27
Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems
Byeongsu SimGyutaek OhJeongsol KimChanyong JungJong Chul Ye
2019-09-25
Generating Geological Facies Models with Fidelity to Diversity and Statistics of Training Images using Improved Generative Adversarial Networks
Lingchen ZhuTuanfeng Zhang
2019-09-23
LoGANv2: Conditional Style-Based Logo Generation with Generative Adversarial Networks
| Cedric OeldorfGerasimos Spanakis
2019-09-22
Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation
| Samarth ShuklaLuc van GoolRadu Timofte
2019-09-18
One-to-one Mapping for Unpaired Image-to-image Translation
Zengming ShenS. Kevin ZhouYi-fan ChenBogdan GeorgescuXuqi LiuThomas S. Huang
2019-09-09
Machine learning approach of automatic identification and counting of blood cells
| Mohammad Mahmudul AlamMohammad Tariqul Islam
2019-09-05
Maximizing Mutual Information for Tacotron
| Peng LiuXixin WuShiyin KangGuangzhi LiDan SuDong Yu
2019-08-30
Revisiting CycleGAN for semi-supervised segmentation
| Arnab Kumar MondalAniket AgarwalJose DolzChristian Desrosiers
2019-08-30
Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation
Junlin YangNicha C. DvornekFan ZhangJuntang ZhuangJulius ChapiroMingDe LinJames S. Duncan
2019-08-27
Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans
Yucheng LiuNaji KhosravanYulin LiuJoseph StemberJonathan ShoagChristopher E. BarbieriUlas BagciSachin Jambawalikar
2019-08-26
SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters
Evangelos VerverasStefanos Zafeiriou
2019-08-26
CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry
Sungjun LimHyoungjun ParkSang-Eun LeeSunghoe ChangJong Chul Ye
2019-08-26
Mish: A Self Regularized Non-Monotonic Activation Function
| Diganta Misra
2019-08-23
Generating High-Resolution Fashion Model Images Wearing Custom Outfits
Gökhan YildirimNikolay JetchevRoland VollgrafUrs Bergmann
2019-08-23
Image Synthesis From Reconfigurable Layout and Style
| Wei SunTianfu Wu
2019-08-20
GANs 'N Lungs: improving pneumonia prediction
Tatiana MalyginaElena ErichevaIvan Drokin
2019-08-01
Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation
Junlin YangNicha C. DvornekFan ZhangJulius ChapiroMingDe LinJames S. Duncan
2019-07-31
Image Super-Resolution Using a Wavelet-based Generative Adversarial Network
Qi ZhangHuafeng WangSichen Yang
2019-07-24
Generating fMRI volumes from T1-weighted volumes using 3D CycleGAN
David AbramianAnders Eklund
2019-07-19
Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition
Nour SoufiMatias Valdenegro-Toro
2019-07-17
Compositional Deep Learning
Bruno Gavranović
2019-07-16
Adversarial Video Generation on Complex Datasets
Aidan ClarkJeff DonahueKaren Simonyan
2019-07-15
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
Multi-Speaker End-to-End Speech Synthesis
Jihyun ParkKexin ZhaoKainan PengWei Ping
2019-07-09
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation
| Shuo ZhangLei Xie
2019-07-04
Self-supervised Learning of Interpretable Keypoints from Unlabelled Videos
Tomas JakabAnkush GuptaHakan BilenAndrea Vedaldi
2019-07-03
Landmark Assisted CycleGAN for Cartoon Face Generation
Ruizheng WuXiaodong GuXin TaoXiaoyong ShenYu-Wing TaiJiaya Jia
2019-07-02
Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography
| Mohammad EslamiSolale TabarestaniShadi AlbarqouniEhsan AdeliNassir NavabMalek Adjouadi
2019-06-24
Optimal Unsupervised Domain Translation
Emmanuel de BézenacIbrahim AyedPatrick Gallinari
2019-06-04
Enhanced Pix2pix Dehazing Network
Yanyun Qu Yizi Chen Jingying Huang Yuan Xie
2019-06-01
Adaptive Transfer Network for Cross-Domain Person Re-Identification
Jiawei Liu Zheng-Jun Zha Di Chen Richang Hong Meng Wang
2019-06-01
Unsupervised Classification of Street Architectures Based on InfoGAN
Ning WangXianhan ZengRenjie XieZefei GaoYi ZhengZiran LiaoJunyan YangQiao Wang
2019-05-30
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
Emergence of Object Segmentation in Perturbed Generative Models
| Adam BielskiPaolo Favaro
2019-05-29
Light-Weight RetinaNet for Object Detection
| Yixing LiFengbo Ren
2019-05-24
Non-Autoregressive Neural Text-to-Speech
| Kainan PengWei PingZhao SongKexin Zhao
2019-05-21
Deep Compressed Sensing
| Yan WuMihaela RoscaTimothy Lillicrap
2019-05-16
Learning to Groove with Inverse Sequence Transformations
Jon GillickAdam RobertsJesse EngelDouglas EckDavid Bamman
2019-05-14
Learning Robotic Manipulation through Visual Planning and Acting
Angelina WangThanard KurutachKara LiuPieter AbbeelAviv Tamar
2019-05-11
Cyclone intensity estimate with context-aware cyclegan
Yajing XuHaitao YangMingfei ChengSi Li
2019-05-11
Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks
Victor SchmidtAlexandra LuccioniS. Karthik MukkavilliNarmada BalasooriyaKris SankaranJennifer ChayesYoshua Bengio
2019-05-02
Feed-forward Propagation in Probabilistic Neural Networks with Categorical and Max Layers
Alexander ShekhovtsovBoris Flach
2019-05-01
Deli-Fisher GAN: Stable and Efficient Image Generation With Structured Latent Generative Space
Boli FangChuck JiaMiao JiangDhawal Chaturvedi
2019-05-01
IB-GAN: Disentangled Representation Learning with Information Bottleneck GAN
Insu JeonWonkwang LeeGunhee Kim
2019-05-01
Optical Transient Object Classification in Wide Field Small Aperture Telescopes with Neural Networks
Peng JiaYifei ZhaoGang XueDongmei Cai
2019-04-29
Neural source-filter waveform models for statistical parametric speech synthesis
Xin WangShinji TakakiJunichi Yamagishi
2019-04-27
Improved visible to IR image transformation using synthetic data augmentation with cycle-consistent adversarial networks
Kyongsik YunKevin YuJoseph OsborneSarah EldinLuan NguyenAlexander HuyenThomas Lu
2019-04-25
Face Video Generation from a Single Image and Landmarks
Kritaphat Songsri-inStefanos Zafeiriou
2019-04-25
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs
| Javad AmirianJean-Bernard HayetJulien Pettre
2019-04-20
Facial Feature Embedded CycleGAN for VIS-NIR Translation
Huijiao WangLi WangXulei YangLei YuHaijian Zhang
2019-04-20
Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training
Vassili KovalevSiarhei Kazlouski
2019-04-18
Improved Precision and Recall Metric for Assessing Generative Models
| Tuomas KynkäänniemiTero KarrasSamuli LaineJaakko LehtinenTimo Aila
2019-04-15
Unsupervised Speech Domain Adaptation Based on Disentangled Representation Learning for Robust Speech Recognition
| Jong-Hyeon ParkMyungwoo OhHyung-Min Park
2019-04-12
CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion
| Takuhiro KanekoHirokazu KameokaKou TanakaNobukatsu Hojo
2019-04-09
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?
| Rameen AbdalYipeng QinPeter Wonka
2019-04-05
SRGAN: Training Dataset Matters
Nao TakanoGita Alaghband
2019-03-24
Harmonic Unpaired Image-to-image Translation
Rui ZhangTomas PfisterJia Li
2019-02-26
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
Reversible GANs for Memory-efficient Image-to-Image Translation
| Tycho F. A. van der OuderaaDaniel E. Worrall
2019-02-07
Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video
Süleyman AslanUğur GüdükbayB. Uğur TöreyinA. Enis Çetin
2019-02-05
End-to-End Single Image Fog Removal using Enhanced Cycle Consistent Adversarial Networks
Wei LiuXianxu HouJiang DuanGuoping Qiu
2019-02-04
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
Generative Adversarial Networks for geometric surfaces prediction in injection molding
Pierre NagornyThomas LacombeHugues FavreliereMaurice PilletEric PairelRonan Le GoffMarlene WaliJerome LoureauxPatrice Kiener
2019-01-29
Heartbeat Anomaly Detection using Adversarial Oversampling
| Jefferson L. P. LimaDavid MacêdoCleber Zanchettin
2019-01-28
Learning to Clean: A GAN Perspective
Monika SharmaAbhishek VermaLovekesh Vig
2019-01-28
Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation
Philipp SeeböckDavid Romo-BucheliSebastian WaldsteinHrvoje BogunovićJosé Ignacio OrlandoBianca S. GerendasGeorg LangsUrsula Schmidt-Erfurth
2019-01-24
GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis
Zhaoyang XuCarlos Fernández MoroBéla BozókyQianni Zhang
2019-01-13
CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation
| Kishan Babu KancharaguntaShiv Ram Dubey
2019-01-11
How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach
Jin ZhuGuang YangPietro Lio
2019-01-10
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization
Tian XiaAgisilaos ChartsiasSotirios A. Tsaftaris
2019-01-10
Improving MMD-GAN Training with Repulsive Loss Function
| Wei WangYuan SunSaman Halgamuge
2018-12-24
Training on Art Composition Attributes to Influence CycleGAN Art Generation
Holly Grimm
2018-12-19
RankGAN: A Maximum Margin Ranking GAN for Generating Faces
| Rahul DeyFelix Juefei-XuVishnu Naresh BoddetiMarios Savvides
2018-12-19
SREdgeNet: Edge Enhanced Single Image Super Resolution using Dense Edge Detection Network and Feature Merge Network
Kwanyoung KimSe Young Chun
2018-12-18
DLOW: Domain Flow for Adaptation and Generalization
| Rui GongWen LiYu-Hua ChenLuc van Gool
2018-12-13
A Style-Based Generator Architecture for Generative Adversarial Networks
| Tero KarrasSamuli LaineTimo Aila
2018-12-12
SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection
Eric TzengKaylee BurnsKate SaenkoTrevor Darrell
2018-12-03
Unsupervised Domain Adaptation using Generative Models and Self-ensembling
Eman T. HassanXin ChenDavid Crandall
2018-12-02
Metropolis-Hastings Generative Adversarial Networks
| Ryan TurnerJane HungEric FrankYunus SaatciJason Yosinski
2018-11-28
Cartoon-to-real: An Approach to Translate Cartoon to Realistic Images using GAN
K M Arefeen SultanLabiba Kanij RuptyNahidul Islam PrantoSayed Khan ShuvoMohammad Imrul Jubair
2018-11-28
MR-GAN: Manifold Regularized Generative Adversarial Networks
Qunwei LiBhavya KailkhuraRushil AnirudhYi ZhouYingbin LiangPramod Varshney
2018-11-22
Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks
| Anton S. BeckerLukas JendeleOndrej SkopekNicole BergerSoleen GhafoorMagda MarconEnder Konukoglu
2018-11-19
Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling
| Haoran YouYu ChengTianheng ChengChunLiang LiPan Zhou
2018-11-19
Deep Learning based Pedestrian Detection at Distance in Smart Cities
Ranjith K DinakaranPhilip EasomAhmed BouridaneLi ZhangRichard JiangFozia MehboobAbdul Rauf
2018-11-18
Guiding the One-to-one Mapping in CycleGAN via Optimal Transport
Guansong LuZhiming ZhouYuxuan SongKan RenYong Yu
2018-11-15
How Well Generative Adversarial Networks Learn Distributions
Tengyuan Liang
2018-11-07
Student's t-Generative Adversarial Networks
Jinxuan SunGuoqiang ZhongYang ChenYongbin LiuTao LiZhongwen Guo
2018-11-06
Bi-GANs-ST for Perceptual Image Super-resolution
Xiaotong LuoRong ChenYuan XieYanyun QuCuihua Li
2018-11-01
Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech
| Li-Wei ChenHung-Yi LeeYu Tsao
2018-10-30
Refacing: reconstructing anonymized facial features using GANs
| David AbramianAnders Eklund
2018-10-15
Virtualization of tissue staining in digital pathology using an unsupervised deep learning approach
Amal LahianiJacob GildenblatIrina KlamanShadi AlbarqouniNassir NavabEldad Klaiman
2018-10-15
Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks
| Xuan GuHans KnutssonMarkus NilssonAnders Eklund
2018-10-05
Super-Resolution via Conditional Implicit Maximum Likelihood Estimation
Ke LiShichong PengJitendra Malik
2018-10-02
Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping
Huan FuMingming GongChaohui WangKayhan BatmanghelichKun ZhangDaCheng Tao
2018-09-16
Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN
Heran YangJian SunAaron CarassCan ZhaoJunghoon LeeZongben XuJerry Prince
2018-09-12
Stochastic Gradient Descent Learns State Equations with Nonlinear Activations
Samet Oymak
2018-09-09
GANs beyond divergence minimization
| Alexia Jolicoeur-Martineau
2018-09-06
Generating Highly Realistic Images of Skin Lesions with GANs
Christoph BaurShadi AlbarqouniNassir Navab
2018-09-05
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
| Xintao WangKe YuShixiang WuJinjin GuYihao LiuChao DongChen Change LoyYu QiaoXiaoou Tang
2018-09-01
Wide Activation for Efficient and Accurate Image Super-Resolution
| Jiahui YuYuchen FanJianchao YangNing XuZhaowen WangXinchao WangThomas Huang
2018-08-27
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization
Gang WangGeorgios B. GiannakisJie Chen
2018-08-14
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks
Chengjia WangGillian MacnaughtGiorgos PapanastasiouTom MacGillivrayDavid Newby
2018-08-12
Effectiveness of Scaled Exponentially-Regularized Linear Units (SERLUs)
G. ZhangH. Li
2018-07-26
ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech
| Wei PingKainan PengJitong Chen
2018-07-19
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
| Rosanne LiuJoel LehmanPiero MolinoFelipe Petroski SuchEric FrankAlex SergeevJason Yosinski
2018-07-09
The relativistic discriminator: a key element missing from standard GAN
| Alexia Jolicoeur-Martineau
2018-07-02
Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation
| Ehsan Hosseini-AslYingbo ZhouCaiming XiongRichard Socher
2018-07-01
Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT
| Per WelanderSimon KarlssonAnders Eklund
2018-06-20
The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models
| Shengjia ZhaoJiaming SongStefano Ermon
2018-06-18
On Latent Distributions Without Finite Mean in Generative Models
Damian LeśniakIgor SieradzkiIgor Podolak
2018-06-05
Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced
Simon S. DuWei HuJason D. Lee
2018-06-04
Pathology Segmentation using Distributional Differences to Images of Healthy Origin
Simon AndermattAntal HorváthSimon PezoldPhilippe Cattin
2018-05-25
A Tropical Approach to Neural Networks with Piecewise Linear Activations
Vasileios CharisopoulosPetros Maragos
2018-05-22
Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing
| Deniz EnginAnıl GençHazim Kemal Ekenel
2018-05-14
MelanoGANs: High Resolution Skin Lesion Synthesis with GANs
Christoph BaurShadi AlbarqouniNassir Navab
2018-04-12
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform
| Xintao WangKe YuChao DongChen Change Loy
2018-04-09
Language Modeling with Generative AdversarialNetworks
Mehrad MoradshahiUtkarsh Contractor
2018-04-08
Scalable Sentiment for Sequence-to-sequence Chatbot Response with Performance Analysis
Chih-Wei LeeYau-Shian WangTsung-Yuan HsuKuan-Yu ChenHung-Yi LeeLin-shan Lee
2018-04-07
Mix and match networks: encoder-decoder alignment for zero-pair image translation
| Yaxing WangJoost Van de WeijerLuis Herranz
2018-04-06
High-quality nonparallel voice conversion based on cycle-consistent adversarial network
Fuming FangJunichi YamagishiIsao EchizenJaime Lorenzo-Trueba
2018-04-02
Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size
Yuta HiasaYoshito OtakeMasaki TakaoTakumi MatsuokaKazuma TakashimaJerry L. PrinceNobuhiko SuganoYoshinobu Sato
2018-03-18
Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild
| Luan TranKihyuk SohnXiang YuXiaoming LiuManmohan Chandraker
2018-02-28
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data
| Amjad AlmahairiSai RajeswarAlessandro SordoniPhilip BachmanAaron Courville
2018-02-27
Spectral Normalization for Generative Adversarial Networks
| Takeru MiyatoToshiki KataokaMasanori KoyamaYuichi Yoshida
2018-02-16
Tempered Adversarial Networks
Mehdi S. M. SajjadiGiambattista ParascandoloArash MehrjouBernhard Schölkopf
2018-02-12
Adversarial Audio Synthesis
| Chris DonahueJulian McAuleyMiller Puckette
2018-02-12
Invertible Autoencoder for domain adaptation
Yunfei TengAnna ChoromanskaMariusz Bojarski
2018-02-10
A Generalization Method of Partitioned Activation Function for Complex Number
HyeonSeok LeeHyo Seon Park
2018-02-08
Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning
Atanas MirchevSeyed-Ahmad Ahmadi
2018-01-26
Unsupervised Cipher Cracking Using Discrete GANs
| Aidan N. GomezSicong HuangIvan ZhangBryan M. LiMuhammad OsamaLukasz Kaiser
2018-01-15
The Information-Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Modeling
Shengjia ZhaoJiaming SongStefano Ermon
2018-01-01
Enhancing Batch Normalized Convolutional Networks using Displaced Rectifier Linear Units: A Systematic Comparative Study
David MacêdoCleber ZanchettinAdriano L. I. OliveiraTeresa Ludermir
2018-01-01
The Multilinear Structure of ReLU Networks
Thomas LaurentJames Von Brecht
2017-12-29
ComboGAN: Unrestrained Scalability for Image Domain Translation
| Asha AnooshehEirikur AgustssonRadu TimofteLuc Van Gool
2017-12-19
On the Effectiveness of Least Squares Generative Adversarial Networks
| Xudong MaoQing LiHaoran XieRaymond Y. K. LauZhen WangStephen Paul Smolley
2017-12-18
CycleGAN, a Master of Steganography
Casey ChuAndrey ZhmoginovMark Sandler
2017-12-08
ObamaNet: Photo-realistic lip-sync from text
| Rithesh KumarJose SoteloKundan KumarAlexandre de BrebissonYoshua Bengio
2017-12-06
Bayesian GAN
| Yunus SaatciAndrew G. Wilson
2017-12-01
Parallel-Data-Free Voice Conversion Using Cycle-Consistent Adversarial Networks
| Takuhiro KanekoHirokazu Kameoka
2017-11-30
Unpaired Photo-to-Caricature Translation on Faces in the Wild
| Ziqiang ZhengWang ChaoZhibin YuNan WangHaiyong ZhengBing Zheng
2017-11-29
Camera Style Adaptation for Person Re-identification
| Zhun ZhongLiang ZhengZhedong ZhengShaozi LiYi Yang
2017-11-28
Pulsar Candidate Identification with Artificial Intelligence Techniques
Ping GuoFuqing DuanPei WangYao YaoQian YinXin Xin
2017-11-27
Invariance of Weight Distributions in Rectified MLPs
Russell TsuchidaFarbod Roosta-KhorasaniMarcus Gallagher
2017-11-24
Adversarial Transfer Learning for Cross-domain Visual Recognition
Shan-Shan WangLei ZhangJingRu Fu
2017-11-24
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
| Weijian DengLiang ZhengQixiang YeGuoliang KangYi YangJianbin Jiao
2017-11-19
High-Resolution Deep Convolutional Generative Adversarial Networks
| Joachim D. CurtóIrene C. ZarzaFernando de la TorreIrwin KingMichael R. Lyu
2017-11-17
Learning Non-overlapping Convolutional Neural Networks with Multiple Kernels
Kai ZhongZhao SongInderjit S. Dhillon
2017-11-08
SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data
Alon BrutzkusAmir GlobersonEran MalachShai Shalev-Shwartz
2017-10-27
Progressive Growing of GANs for Improved Quality, Stability, and Variation
| Tero KarrasTimo AilaSamuli LaineJaakko Lehtinen
2017-10-27
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks
| Lidan WangVishwanath A. SindagiVishal M. Patel
2017-10-27
Face Transfer with Generative Adversarial Network
Runze XuZhiming ZhouWei-Nan ZhangYong Yu
2017-10-17
ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network
Mario Valerio GiuffridaHanno ScharrSotirios A. Tsaftaris
2017-09-04
Statistics of Deep Generated Images
| Yu ZengHuchuan LuAli Borji
2017-08-09
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
| Martin HeuselHubert RamsauerThomas UnterthinerBernhard NesslerSepp Hochreiter
2017-06-26
Towards Grounding Conceptual Spaces in Neural Representations
Lucas BechbergerKai-Uwe Kühnberger
2017-06-15
Deep Generative Adversarial Networks for Compressed Sensing Automates MRI
| Morteza MardaniEnhao GongJoseph Y. ChengShreyas VasanawalaGreg ZaharchukMarcus AlleyNeil ThakurSong HanWilliam DallyJohn M. PaulyLei Xing
2017-05-31
Attribute-Guided Face Generation Using Conditional CycleGAN
Yongyi LuYu-Wing TaiChi-Keung Tang
2017-05-28
Bayesian GAN
| Yunus SaatchiAndrew Gordon Wilson
2017-05-26
Continual Learning with Deep Generative Replay
| Hanul ShinJung Kwon LeeJaehong KimJiwon Kim
2017-05-24
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks
| Chris DonahueZachary C. LiptonAkshay BalsubramaniJulian McAuley
2017-05-22
beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework
| Irina HigginsLoic MattheyArka PalChristopher BurgessXavier GlorotMatthew BotvinickShakir MohamedAlexander Lerchner
2017-04-26
Improved Training of Wasserstein GANs
| Ishaan GulrajaniFaruk AhmedMartin ArjovskyVincent DumoulinAaron Courville
2017-03-31
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
| Jun-Yan ZhuTaesung ParkPhillip IsolaAlexei A. Efros
2017-03-30
LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation
| Jianwei YangAnitha KannanDhruv BatraDevi Parikh
2017-03-05
Image Generation and Editing with Variational Info Generative AdversarialNetworks
Mahesh GorijalaAmbedkar Dukkipati
2017-01-17
Handwriting Profiling using Generative Adversarial Networks
Arna GhoshBiswarup BhattacharyaSomnath Basu Roy Chowdhury
2016-11-27
Image-to-Image Translation with Conditional Adversarial Networks
| Phillip IsolaJun-Yan ZhuTinghui ZhouAlexei A. Efros
2016-11-21
Temporal Generative Adversarial Nets with Singular Value Clipping
| Masaki SaitoEiichi MatsumotoShunta Saito
2016-11-21
Least Squares Generative Adversarial Networks
| Xudong MaoQing LiHaoran XieRaymond Y. K. Lau