-
2
-
-
84998888548
-
-
arXiv preprint
-
Bowman, Samuel R, Vilnis, Luke, Vinyals, Oriol, Dai, Andrew M, Jozefowicz, Rafal, and Bengio, Samy. Generating sentences from a continuous space. arXiv preprint arXiv: 1511.06349, 2015.
-
(2015)
Generating Sentences from a Continuous Space
-
-
Bowman, S.R.1
Vilnis, L.2
Vinyals, O.3
Dai, A.M.4
Jozefowicz, R.5
Bengio, S.6
-
3
-
-
85046079137
-
-
arXiv preprint
-
Chen, Xi, Kingma, Diederik P, Salimans, Tim, Duan, Yan, Dhariwal, Prafulla, Schulman, John, Sutskever, Ilya, and Abbeel, Pieter. Variational lossy autoencoder. arXiv preprint arXiv:1611.02731, 2016.
-
(2016)
Variational Lossy Autoencoder
-
-
Chen, X.1
Kingma, D.P.2
Salimans, T.3
Duan, Y.4
Dhariwal, P.5
Schulman, J.6
Sutskever, I.7
Abbeel, P.8
-
4
-
-
84965158187
-
A recurrent latent variable model for sequential data
-
Chung, Junyoung, Kastner, Kyle, Dinh, Laurent, Goel, Kratarth, Courville, Aaron C, and Bengio, Yoshua. A recurrent latent variable model for sequential data. In Advances in neural information processing systems, pp. 2980-2988, 2015.
-
(2015)
Advances in Neural Information Processing Systems
, pp. 2980-2988
-
-
Chung, J.1
Kastner, K.2
Dinh, L.3
Goel, K.4
Courville, A.C.5
Bengio, Y.6
-
6
-
-
85019203505
-
Sequential neural models with stochastic layers
-
Fraccaro, Marco, Sønderby, Søren Kaae, Paquet, Ulrich, and Winther, Ole. Sequential neural models with stochastic layers. In Advances in Neural Information Processing Systems, pp. 2199-2207, 2016.
-
(2016)
Advances in Neural Information Processing Systems
, pp. 2199-2207
-
-
Fraccaro, M.1
Sønderby, S.K.2
Paquet, U.3
Winther, O.4
-
7
-
-
84965100881
-
-
arXiv preprint
-
Gregor, Karol, Danihelka, Ivo, Graves, Alex, Rezende, Danilo Jimenez, and Wierstra, Daan. Draw: A recurrent neural network for image generation. arXiv preprint arXiv: 1502.04623, 2015.
-
(2015)
Draw: A Recurrent Neural Network for Image Generation
-
-
Gregor, K.1
Danihelka, I.2
Graves, A.3
Rezende, D.J.4
Wierstra, D.5
-
8
-
-
85019177115
-
Towards conceptual compression
-
Gregor, Karol, Besse, Frederic, Rezende, Danilo Jimenez, Danihelka, Ivo, and Wierstra, Daan. Towards conceptual compression. In Advances In Neural Information Processing Systems, pp. 3549-3557, 2016.
-
(2016)
Advances in Neural Information Processing Systems
, pp. 3549-3557
-
-
Gregor, K.1
Besse, F.2
Rezende, D.J.3
Danihelka, I.4
Wierstra, D.5
-
9
-
-
84986274465
-
Deep residual learning for image recognition
-
He, Kaiming, Zhang, Xiangyu, Ren, Shaoqing, and Sun, Jian. Deep residual learning for image recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 770-778, 2016.
-
(2016)
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
, pp. 770-778
-
-
He, K.1
Zhang, X.2
Ren, S.3
Sun, J.4
-
10
-
-
85040575952
-
-
arXiv preprint
-
Hu, Zhiting, Yang, Zichao, Liang, Xiaodan, Salakhutdinov, Ruslan, and Xing, Eric P. Controllable text generation. arXiv preprint arXiv:1703.00955, 2017a.
-
(2017)
Controllable Text Generation
-
-
Hu, Z.1
Yang, Z.2
Liang, X.3
Salakhutdinov, R.4
Xing, E.P.5
-
11
-
-
85029079658
-
-
arXiv preprint
-
Hu, Zhiting, Yang, Zichao, Salakhutdinov, Ruslan, and Xing, Eric P. On unifying deep generative models. arXiv preprint arXiv: 1706.00550, 2017b.
-
(2017)
On Unifying Deep Generative Models
-
-
Hu, Z.1
Yang, Z.2
Salakhutdinov, R.3
Xing, E.P.4
-
13
-
-
85021676739
-
-
arXiv preprint
-
Kalchbrenner, Nal, Espcholt, Lasse, Simonyan, Karen, Oord, Aaron van den, Graves, Alex, and Kavukcuoglu, Koray. Neural machine translation in linear time. arXiv preprint arXiv: 1610.10099, 2016a.
-
(2016)
Neural Machine Translation in Linear Time
-
-
Kalchbrenner, N.1
Espcholt, L.2
Simonyan, K.3
Van Den Oord, A.4
Graves, A.5
Kavukcuoglu, K.6
-
14
-
-
85019244474
-
-
arXiv preprint
-
Kalchbrenner, Nal, Oord, Aaron van den, Simonyan, Karen, Danihelka, Ivo, Vinyals, Oriol, Graves, Alex, and Kavukcuoglu, Koray. Video pixel networks. arXiv preprint arXiv.1610.00527, 2016b.
-
(2016)
Video Pixel Networks
-
-
Kalchbrenner, N.1
Van Den Oord, A.2
Simonyan, K.3
Danihelka, I.4
Vinyals, O.5
Graves, A.6
Kavukcuoglu, K.7
-
17
-
-
84930643107
-
Semi-supervised learning with deep generative models
-
Kingma, Diederik P, Mohamed, Shakir, Rezende, Danilo Jimenez, and Welling, Max. Semi-supervised learning with deep generative models. In Advances in Neural Information Processing Systems, pp. 3581-3589, 2014.
-
(2014)
Advances in Neural Information Processing Systems
, pp. 3581-3589
-
-
Kingma, D.P.1
Mohamed, S.2
Rezende, D.J.3
Welling, M.4
-
19
-
-
84965153327
-
Skip-thought vectors
-
Kiros, Ryan, Zhu, Yukun, Salakhutdinov, Ruslan R, Zemel, Richard, Urtasun, Raquel, Torralba, Antonio, and Fidler, Sanja. Skip-thought vectors. In Advances in neural information processing systems, pp. 3294-3302, 2015.
-
(2015)
Advances in Neural Information Processing Systems
, pp. 3294-3302
-
-
Kiros, R.1
Zhu, Y.2
Salakhutdinov, R.R.3
Zemel, R.4
Urtasun, R.5
Torralba, A.6
Fidler, S.7
-
20
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
Krizhevsky, Alex, Sutskever, Ilya, and Hinton, Geoffrey E. Imagenet classification with deep convolutional neural networks. In Advances in neural information processing systems, pp. 1097-1105, 2012.
-
(2012)
Advances in Neural Information Processing Systems
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
22
-
-
84926067654
-
Distributed representations of sentences and documents
-
Le, Quoc V and Mikolov, Tomas. Distributed representations of sentences and documents. In ICML, Volume 14, pp. 1188-1196, 2014.
-
(2014)
ICML
, vol.14
, pp. 1188-1196
-
-
Le, Q.V.1
Mikolov, T.2
-
24
-
-
84987948522
-
-
arXiv preprint
-
Makhzani, Alireza, Shlens, Jonathon, Jaitly, Navdeep, Goodfellow, Ian, and Frey, Brendan. Adversarial autoencoders. arXiv preprint arXiv: 1511.05644, 2015.
-
(2015)
Adversarial Autoencoders
-
-
Makhzani, A.1
Shlens, J.2
Jaitly, N.3
Goodfellow, I.4
Frey, B.5
-
25
-
-
84998953749
-
Neural variational inference for text processing
-
Miao, Yishu, Yu, Lei, and Blunsom, Phil. Neural variational inference for text processing. In Proc. ICML, 2016.
-
(2016)
Proc. ICML
-
-
Miao, Y.1
Yu, L.2
Blunsom, P.3
-
26
-
-
80051627816
-
Recurrent neural network based language model
-
Mikolov, Tomas, Karafiát, Martin, Burget, Lukas, Cernocky, Jan, and Khudanpur, Sanjeev. Recurrent neural network based language model. In Interspeech, Volume 2, pp. 3, 2010.
-
(2010)
Interspeech
, vol.2
, pp. 3
-
-
Mikolov, T.1
Karafiát, M.2
Burget, L.3
Cernocky, J.4
Khudanpur, S.5
-
30
-
-
84969835291
-
Markov chain Monte Carlo and variational inference: Bridging the gap
-
Salimans, Tim, Kingma, Diederik P, Welling, Max, et al. Markov chain monte carlo and variational inference: Bridging the gap. In ICML, Volume 37, pp. 1218-1226, 2015.
-
(2015)
ICML
, vol.37
, pp. 1218-1226
-
-
Salimans, T.1
Kingma, D.P.2
Welling, M.3
-
31
-
-
85030483080
-
-
arXiv preprint
-
Serban, Iulian Vlad, Sordoni, Alessandro, Lowe, Ryan, Charlin, Laurent, Pineau, Joelle, Courville, Aaron, and Bengio, Yoshua. A hierarchical latent variable encoder-decoder model for generating dialogues. arXiv preprint arXiv: 1605.06069, 2016.
-
(2016)
A Hierarchical Latent Variable Encoder-decoder Model for Generating Dialogues
-
-
Serban, I.V.1
Sordoni, A.2
Lowe, R.3
Charlin, L.4
Pineau, J.5
Courville, A.6
Bengio, Y.7
-
32
-
-
84959928037
-
Document modeling with gated recurrent neural network for sentiment classification
-
Tang, Duyu, Qin, Bing, and Liu, Ting. Document modeling with gated recurrent neural network for sentiment classification. In EMNLP, pp. 1422-1432, 2015.
-
(2015)
EMNLP
, pp. 1422-1432
-
-
Tang, D.1
Qin, B.2
Liu, T.3
-
33
-
-
85017259342
-
Wavenet: A generative model for raw audio
-
Van den Oord, Aaron, Dieleman, Sander, Zen, Heiga, Simonyan, Karen, Vinyals, Oriol, Graves, Alex, Kalchbrenner, Nal, Senior, Andrew, and Kavukcuoglu, Koray. Wavenet: A generative model for raw audio. CoRR abs/1609.03499, 2016a.
-
(2016)
CoRR
-
-
Van Den Oord, A.1
Dieleman, S.2
Zen, H.3
Simonyan, K.4
Vinyals, O.5
Graves, A.6
Kalchbrenner, N.7
Senior, A.8
Kavukcuoglu, K.9
-
34
-
-
85018873682
-
Conditional image generation with pixelcnn decoders
-
Van den Oord, Aaron, Kalchbrenner, Nal, Espeholt, Lasse, Vinyals, Oriol, Graves, Alex, et al. Conditional image generation with pixelcnn decoders. In Advances in Neural Information Processing Systems, pp. 4790-4798, 2016b.
-
(2016)
Advances in Neural Information Processing Systems
, pp. 4790-4798
-
-
Van Den Oord, A.1
Kalchbrenner, N.2
Espeholt, L.3
Vinyals, O.4
Graves, A.5
-
35
-
-
84990026425
-
Attribute2image: Conditional image generation from visual attributes
-
Springer
-
Yan, Xinchen, Yang, Jimei, Sohn, Kihyuk, and Lee, Honglak. Attribute2image: Conditional image generation from visual attributes. In European Conference on Computer Vision, pp. 776-791. Springer, 2016.
-
(2016)
European Conference on Computer Vision
, pp. 776-791
-
-
Yan, X.1
Yang, J.2
Sohn, K.3
Lee, H.4
-
36
-
-
84994158553
-
Hierarchical attention networks for document classification
-
Yang, Zichao, Yang, Diyi, Dyer, Chris, He, Xiaodong, Smola, Alex, and Hovy, Eduard. Hierarchical attention networks for document classification. In Proceedings of NAACL-HLT, pp. 1480-1489, 2016.
-
(2016)
Proceedings of NAACL-HLT
, pp. 1480-1489
-
-
Yang, Z.1
Yang, D.2
Dyer, C.3
He, X.4
Smola, A.5
Hovy, E.6
-
38
-
-
85031919618
-
-
arXiv preprint
-
Zhang, Biao, Xiong, Deyi, Su, Jinsong, Duan, Hong, and Zhang, Min. Variational neural machine translation. arXiv preprint arXiv: 1605.07869, 2016.
-
(2016)
Variational Neural Machine Translation
-
-
Zhang, B.1
Xiong, D.2
Su, J.3
Duan, H.4
Zhang, M.5
-
39
-
-
84965162393
-
Character-level convolutional networks for text classification
-
Zhang, Xiang, Zhao, Junbo, and LeCun, Yann. Character-level convolutional networks for text classification. In Advances in neural information processing systems, pp. 649-657, 2015.
-
(2015)
Advances in Neural Information Processing Systems
, pp. 649-657
-
-
Zhang, X.1
Zhao, J.2
LeCun, Y.3
|