Deconvolutional Latent-Variable Model for Text Sequence Matching

21 September 2017

Lawrence Carin

Papers citing "Deconvolutional Latent-Variable Model for Text Sequence Matching"

31 / 31 papers shown

Title
Zero-Shot Learning via Class-Conditioned Deep Generative Models Wenlin Wang Yunchen Pu Vinay Kumar Verma Kai Fan Yizhe Zhang Changyou Chen Piyush Rai Lawrence Carin BDL VLM 72 146 0 15 Nov 2017
Learning Context-Sensitive Convolutional Filters for Text Processing Dinghan Shen Martin Renqiang Min Yitong Li Lawrence Carin 43 11 0 25 Sep 2017
Adversarially Regularized Autoencoders Jiaqi Zhao Yoon Kim Kelly Zhang Alexander M. Rush Yann LeCun DRL GNN GAN 34 78 0 13 Jun 2017
Adversarial Feature Matching for Text Generation Yizhe Zhang Zhe Gan Kai Fan Zhi Chen Ricardo Henao Dinghan Shen Lawrence Carin GAN 64 333 0 12 Jun 2017
Improved Variational Autoencoders for Text Modeling using Dilated Convolutions Zichao Yang Zhiting Hu Ruslan Salakhutdinov Taylor Berg-Kirkpatrick 77 389 0 27 Feb 2017
Bilateral Multi-Perspective Matching for Natural Language Sentences Zhiguo Wang Wael Hamza Radu Florian 54 800 0 13 Feb 2017
Variational Lossy Autoencoder Xi Chen Diederik P. Kingma Tim Salimans Yan Duan Prafulla Dhariwal John Schulman Ilya Sutskever Pieter Abbeel DRL SSL GAN 111 674 0 08 Nov 2016
A Compare-Aggregate Model for Matching Text Sequences Shuohang Wang Jing Jiang 52 275 0 06 Nov 2016
Variational Autoencoder for Deep Learning of Images, Labels and Captions Yunchen Pu Zhe Gan Ricardo Henao Xin Yuan Chunyuan Li Andrew Stevens Lawrence Carin BDL CoGe 66 750 0 28 Sep 2016
Variational Neural Machine Translation Biao Zhang Deyi Xiong Jinsong Su Hong Duan Min Zhang VLM DRL 49 203 0 25 May 2016
A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues Iulian Serban Alessandro Sordoni Ryan J. Lowe Laurent Charlin Joelle Pineau Aaron Courville Yoshua Bengio BDL 119 1,106 0 19 May 2016
A Fast Unified Model for Parsing and Sentence Understanding Samuel R. Bowman Jon Gauthier Abhinav Rastogi Raghav Gupta Christopher D. Manning Christopher Potts 41 314 0 19 Mar 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 189 11,135 0 14 Mar 2016
Natural Language Inference by Tree-Based Convolution and Heuristic Matching Lili Mou Rui Men Ge Li Yan Xu Lu Zhang Rui Yan Zhi Jin 60 352 0 28 Dec 2015
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 72 1,611 0 20 Nov 2015
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 77 2,352 0 19 Nov 2015
Neural Variational Inference for Text Processing Yishu Miao Lei Yu Phil Blunsom VLM DRL 55 618 0 19 Nov 2015
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 81 633 0 07 Nov 2015
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 106 1,232 0 04 Nov 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 44 761 0 22 Sep 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 229 4,268 0 21 Aug 2015
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 110 2,529 0 22 Jun 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 48 1,336 0 11 Mar 2015
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 147 1,959 0 16 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 880 149,474 0 22 Dec 2014
Deep Learning for Answer Sentence Selection Lei Yu Karl Moritz Hermann Phil Blunsom S. Pulman 33 411 0 04 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 295 20,491 0 10 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 556 13,395 0 25 Aug 2014
Semi-Supervised Learning with Deep Generative Models Diederik P. Kingma Danilo Jimenez Rezende S. Mohamed Max Welling GAN SSL BDL 71 2,731 0 20 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 372 16,962 0 20 Dec 2013
A Semantic Matching Energy Function for Learning with Multi-relational Data Xavier Glorot Antoine Bordes Jason Weston Yoshua Bengio 82 689 0 15 Jan 2013