tag :: GAN | BibSonomy

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1Some things I learned about GAN training : learnmachinelearning
For several months now, I've been working on a adversarial network that takes synthetic audio as input and enhances it to sound more natural. I...
11 months ago by @bsc
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gan
gans
generative_adversarial_networks
gangansgenerative_adversarial_networks
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1GitHub - descriptinc/melgan-neurips: GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis
GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis - GitHub - descriptinc/melgan-neurips: GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis
a year ago by @bsc
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gan
melgan
neural-networks
ganmelganneural-networks
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1GitHub - NVlabs/stylegan: StyleGAN - Official TensorFlow Implementation
StyleGAN - Official TensorFlow Implementation. Contribute to NVlabs/stylegan development by creating an account on GitHub.
2 years ago by @bsc
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gan
neural-networks
ganneural-networks
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2CycleGAN Project Page
https://junyanz.github.io/CycleGAN/
2 years ago by @bsc
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gan
neural-networks
ganneural-networks
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1GitHub - soumith/ganhacks: starter from "How to Train a GAN?" at NIPS2016
starter from "How to Train a GAN?" at NIPS2016. Contribute to soumith/ganhacks development by creating an account on GitHub.
2 years ago by @bsc
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gan
neural-networks
ganneural-networks
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1Course on GAN and DL washington
Generative Models
4 years ago by @topel
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GAN
courses
GANcourses
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1Machine Learning Improves Weather and Climate Models - Eos
https://eos.org/research-spotlights/machine-learning-improves-weather-and-climate-models
4 years ago by @annakrause
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climatemodeling
deeplearning
gan
climatemodelingdeeplearninggan
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1GitHub - kapalk/cStyleGAN: This repository contains the implementation and audio sampels of Conditional Spoken Digit Generation with StyleGAN paper.
speech generation
4 years ago by @topel
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gan
generation
gangeneration
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1Deep Unsupervised Learning Course (Berkeley)
https://sites.google.com/view/berkeley-cs294-158-sp20/home
4 years ago by @topel
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flows
gan
unsupervised
flowsganunsupervised
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2Webtools: This Person Does Not Exist (Gesichtsfotos für Personas, Fake-Profile etc)
Kein Recht am eigenen Bild (Persönlichkeitsrecht), aber sonstige Bildrechte bei GAN allg. und hier bei TPD Not Exist?
5 years ago by @continued
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ANN
Astroturfing
Bilder
Face
Faces
Fake
Fotos
GAN
Gesicht
Gesichter
KNN
Persona
Personas
Requirements
UXD
lang:en
media:image
tools
ANNAstroturfingBilderFaceFacesFakeFotosGANGesichtGesichterKNNPersonaPersonasRequirementsUXDlang:enmedia:imagetools
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1Connections between SVMs, Wasserstein distance and GANs – Alexia Jolicoeur-Martineau
https://ajolicoeur.wordpress.com/maximummargingans/
5 years ago by @topel
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GAN
SVM
wasserstein
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1ELECTRA: PRE-TRAININGTEXTENCODERSASDISCRIMINATORSRATHERTHANGENERATORS
https://openreview.net/pdf?id=r1xMH1BtvB
5 years ago by @davysoft
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BERT
GAN
NLP
BERTGANNLP
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1Can variational autoencoders (VAE) beat generative adversarial networks (GAN) in image generation or in doing other tasks on an image? - Quora
https://www.quora.com/Can-variational-autoencoders-VAE-beat-generative-adversarial-networks-GAN-in-image-generation-or-in-doing-other-tasks-on-an-image
5 years ago by @becker
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varitional
autoencoder
auto
encoder
var
gan
generative
adversarial
model
vs
beat
image
generation
afcs
varitionalautoencoderautoencodervargangenerativeadversarialmodelvsbeatimagegenerationafcs
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3Flow-based Deep Generative Models
https://lilianweng.github.io/lil-log/2018/10/13/flow-based-deep-generative-models.html
5 years ago by @becker
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flow
based
generative
model
var
gan
flowbasedgenerativemodelvargan
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1Wasserstein GAN · Depth First Learning
http://www.depthfirstlearning.com/2019/WassersteinGAN
5 years ago by @topel
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GAN
GAN
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1GitHub - paarthneekhara/advoc: Vocode spectrograms to audio with generative adversarial networks
https://github.com/paarthneekhara/advoc
6 years ago by @topel
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GAN
GAN
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1Expediting TTS Synthesis with Adversarial Vocodin
https://arxiv.org/pdf/1904.07944.pdf
6 years ago by @topel
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GAN
GAN
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1[1903.06048] MSG-GAN: Multi-Scale Gradient GAN for Stable Image Synthesis
https://arxiv.org/abs/1903.06048
6 years ago by @topel
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GAN
GAN
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1MSG-GAN - code
https://github.com/akanimax/BMSG-GAN
6 years ago by @topel
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GAN
GAN
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1Graduating in GANs: Going from understanding generative adversarial networks to running your own
Implementing a Keras GAN model to generate handwritten digits and tracking experiment results with Comet.ml
6 years ago by @topel
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GAN
GAN
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2GraphRNN: A Deep Generative Model for Graphs
J. You, R. Ying, X. Ren, W. Hamilton, and J. Leskovec. (2018)cite arxiv:1802.08773.
7 years ago by @jk_itwm
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GAN
RNN
graph
GANRNNgraph
(0)
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1Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
J. Springenberg. (2015)cite arxiv:1511.06390.
7 years ago by @jk_itwm
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GAN
to_read
unsupervised
GANto_readunsupervised
(0)
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1How Well Can Generative Adversarial Networks Learn Densities: A Nonparametric View
T. Liang. (2017)cite arxiv:1712.08244Comment: 21 pages.
7 years ago by @jk_itwm
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GAN
theory
GANtheory
(0)
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2CapsuleGAN: Generative Adversarial Capsule Network
A. Jaiswal, W. AbdAlmageed, and P. Natarajan. (2018)cite arxiv:1802.06167.
7 years ago by @jk_itwm
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GAN
capsule
to_read
GANcapsuleto_read
(0)
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2Interaction Matters: A Note on Non-asymptotic Local Convergence of Generative Adversarial Networks
T. Liang, and J. Stokes. (2018)cite arxiv:1802.06132.
7 years ago by @jk_itwm
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GAN
GAN
(0)
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13Generative Adversarial Networks
I. Goodfellow, J. Pouget-Abadie, M. Mirza, B. Xu, D. Warde-Farley, S. Ozair, A. Courville, and Y. Bengio. (2014)cite arxiv:1406.2661.
7 years ago by @nikhil217
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GAN
Goodfellow
GANGoodfellow
(1)
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3Learning Representations and Generative Models for 3D Point Clouds
P. Achlioptas, O. Diamanti, I. Mitliagkas, and L. Guibas. (2017)cite arxiv:1707.02392.
7 years ago by @jk_itwm
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GAN
point_cloud
GANpoint_cloud
(0)
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2Stopping GAN Violence: Generative Unadversarial Networks
S. Albanie, S. Ehrhardt, and J. Henriques. (2017)cite arxiv:1703.02528Comment: Under review as a conference paper at SIGBOVIK 2017.
7 years ago by @achakraborty
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2017
GAN
arxiv
deep-learning
paper
2017GANarxivdeep-learningpaper
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2End-to-end Adversarial Learning for Generative Conversational Agents
O. Ludwig. arXiv Computation and Language (cs.CL), (November 2017)
7 years ago by @oswaldoludwig
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(generative
+
GAN
NLP
chatbot)
(generative+GANNLPchatbot)
(0)
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5Conditional Generative Adversarial Nets
M. Mirza, and S. Osindero. (2014)cite arxiv:1411.1784.
7 years ago by @achakraborty
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2014
GAN
deep-learning
machine-learning
neural-networks
2014GANdeep-learningmachine-learningneural-networks
(0)
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5Conditional Generative Adversarial Nets
M. Mirza, and S. Osindero. (2014)cite arxiv:1411.1784.
7 years ago by @daschloer
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GAN
conditional
GANconditional
(0)
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1Adversarial Objectives for Text Generation
A. Vani. (2016)
7 years ago by @daschloer
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GAN
LM
adversarial
text
GANLMadversarialtext
(0)
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1Evaluating Generative Models for Text Generation
P. Kawthekar, R. Rewari, and S. Bhooshan. (2017)
7 years ago by @daschloer
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evaluation
gan
generative
model
text
evaluationgangenerativemodeltext
(0)
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2Adversarial Feature Matching for Text Generation
Y. Zhang, Z. Gan, K. Fan, Z. Chen, R. Henao, D. Shen, and L. Carin. arXiv preprint arXiv:1706.03850, (2017)
7 years ago by @daschloer
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GAN
adversarial
feature_matching
generation
text
GANadversarialfeature_matchinggenerationtext
(0)
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2Unsupervised Video Summarization with Adversarial LSTM Networks
B. Mahasseni, M. Lam, and S. Todorovic. Proc. IEEE Conf. Comput. Vis. Pattern Recognit, page 1--10. (2017)
7 years ago by @daschloer
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gan
summarization
gansummarization
(0)
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2Generative adversarial text to image synthesis
S. Reed, Z. Akata, X. Yan, L. Logeswaran, B. Schiele, and H. Lee. arXiv preprint arXiv:1605.05396, (2016)
7 years ago by @daschloer
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gan
text2image
gantext2image
(0)
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2Toward Controlled Generation of Text
Z. Hu, Z. Yang, X. Liang, R. Salakhutdinov, and E. Xing. International Conference on Machine Learning, page 1587--1596. (2017)
7 years ago by @daschloer
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GAN
VAE
conditional
generation
movie
reviews
text
GANVAEconditionalgenerationmoviereviewstext
(0)
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2SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient.
L. Yu, W. Zhang, J. Wang, and Y. Yu. CoRR, (2016)
7 years ago by @nosebrain
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gan
network
neural
sequential
gannetworkneuralsequential
(0)
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4Adversarial Generation of Natural Language
S. Subramanian, S. Rajeswar, F. Dutil, C. Pal, and A. Courville. ACL 2017, (2017)
7 years ago by @daschloer
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GAN
language
GANlanguage
(0)
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2The Cramer Distance as a Solution to Biased Wasserstein Gradients
M. Bellemare, I. Danihelka, W. Dabney, S. Mohamed, B. Lakshminarayanan, S. Hoyer, and R. Munos. (2017)cite arxiv:1705.10743.
7 years ago by @daschloer
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GAN
cramer
wasserstein
GANcramerwasserstein
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