A Hybrid Convolutional Variational Autoencoder for Text Generation

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017

8 February 2017

Papers citing "A Hybrid Convolutional Variational Autoencoder for Text Generation"

50 / 101 papers shown

Title
Modeling Feature Representations for Affective Speech using Generative Adversarial NetworksIEEE Transactions on Affective Computing (TAC), 2019 Saurabh Sahu Rahul Gupta C. Espy-Wilson GAN 191 16 0 31 Oct 2019
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Victor Prokhorov Ehsan Shareghi Yingzhen Li Mohammad Taher Pilehvar Nigel Collier DRL 172 33 0 30 Sep 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of TextConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Bohan Li Junxian He Graham Neubig Taylor Berg-Kirkpatrick Yiming Yang DRL 133 73 0 02 Sep 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 317 223 0 16 Aug 2019
Probabilistic Models with Deep Neural Networks A. Masegosa Rafael Cabañas H. Langseth Thomas D. Nielsen Antonio Salmerón BDL 209 15 0 09 Aug 2019
Generating Sentences from Disentangled Syntactic and Semantic SpacesAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Yu Bao Hao Zhou Shujian Huang Lei Li Lili Mou Olga Vechtomova Xinyu Dai Jiajun Chen DRL 154 117 0 06 Jul 2019
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation Wenxian Shi Hao Zhou Ning Miao Lei Li CoGe DRL 174 8 0 16 Jun 2019
An Introduction to Variational Autoencoders Diederik P. Kingma Max Welling BDL SSL DRL 683 2,733 0 06 Jun 2019
Controllable Paraphrase Generation with a Syntactic ExemplarAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel BDL 149 114 0 03 Jun 2019
Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial LearningAAAI Conference on Artificial Intelligence (AAAI), 2019 Dayiheng Liu Jie Fu Yidan Zhang C. Pal Jiancheng Lv DRL 209 51 0 29 May 2019
mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation Dayiheng Liu Xu Yang Feng He Yuanyuan Chen Jiancheng Lv DRL BDL 98 39 0 24 May 2019
Convolutional Poisson Gamma Belief NetworkInternational Conference on Machine Learning (ICML), 2019 Chaojie Wang Bo Chen Sucheng Xiao Mingyuan Zhou 143 15 0 14 May 2019
Survey on Evaluation Methods for Dialogue SystemsArtificial Intelligence Review (AIR), 2019 Jan Deriu Álvaro Rodrigo Arantxa Otegi Guillermo Echegoyen S. Rosset Eneko Agirre Mark Cieliebak 231 314 0 10 May 2019
Effective Estimation of Deep Generative Language Models Tom Pelsmaeker Wilker Aziz BDL 218 28 0 17 Apr 2019
Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling P. Wang William Yang Wang DRL 165 29 0 04 Apr 2019
UVA: A Universal Variational Framework for Continuous Age Analysis Peipei Li Huaibo Huang Yibo Hu Xiang Wu Ran He Zhenan Sun CVBM 112 2 0 30 Mar 2019
From Variational to Deterministic Autoencoders Partha Ghosh Mehdi S. M. Sajjadi Antonio Vergari Michael J. Black Bernhard Schölkopf DRL 403 290 0 29 Mar 2019
Topic-Guided Variational Autoencoders for Text Generation Wenlin Wang Zhe Gan Hongteng Xu Ruiyi Zhang Guoyin Wang Dinghan Shen Changyou Chen Lawrence Carin BDL 209 131 0 17 Mar 2019
Deep Generative Models: Deterministic Prediction with an Application in Inverse Rendering S. Kamyab Rasool Sabzi Z. Azimifar DRL 98 0 0 11 Mar 2019
BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling Lars Maaløe Marco Fraccaro Valentin Liévin Ole Winther BDL DRL 307 222 0 06 Feb 2019
GEN-SLAM: Generative Modeling for Monocular Simultaneous Localization and Mapping Punarjay Chakravarty P. Narayanan Tom Roussel 3DGS MDE 161 31 0 06 Feb 2019
Towards Generating Long and Coherent Text with Multi-Level Latent Variable ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Dinghan Shen Asli Celikyilmaz Yizhe Zhang Liqun Chen Xin Eric Wang Jianfeng Gao Lawrence Carin DRL 199 54 0 01 Feb 2019
Enhanced Variational Inference with Dyadic Transformation S. Chandy A. Rasekh DRL 61 0 0 30 Jan 2019
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders Junxian He Daniel M. Spokoyny Graham Neubig Taylor Berg-Kirkpatrick BDL DRL 214 286 0 16 Jan 2019
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 230 44 0 17 Dec 2018
Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems Van-Khanh Tran Le-Minh Nguyen DRL 118 13 0 10 Nov 2018
Dirichlet Variational Autoencoder for Text Modeling Yijun Xiao Tiancheng Zhao William Yang Wang BDL DRL 103 21 0 31 Oct 2018
Spherical Latent Spaces for Stable Variational Autoencoders Jiacheng Xu Greg Durrett BDL DRL 194 208 0 31 Aug 2018
Exploiting Deep Learning for Persian Sentiment Analysis K. Dashtipour M. Gogate Ahsan Adeel C. Ieracitano H. Larijani Amir Hussain 111 56 0 15 Aug 2018
Learning a Representation Map for Robot Navigation using Deep Variational Autoencoder Kai-Chun Hu Peter O'Connor SSL DRL 99 4 0 05 Jul 2018
Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data Guokun Lai Bohan Li Guoqing Zheng Yiming Yang BDL 150 22 0 15 Jun 2018
Generating Sentences Using a Dynamic Canvas Harshil Shah Bowen Zheng David Barber 99 8 0 13 Jun 2018
On Accurate Evaluation of GANs for Language Generation Stanislau Semeniuta Aliaksei Severyn Sylvain Gelly EGVM 123 82 0 13 Jun 2018
Improving latent variable descriptiveness with AutoGen Alex Mansbridge Roberto Fierimonte Ilya Feige David Barber DRL 81 2 0 12 Jun 2018
A Stochastic Decoder for Neural Machine Translation P. Schulz Wilker Aziz Trevor Cohn BDL 114 29 0 28 May 2018
Abstractive Text Classification Using Sequence-to-convolution Neural Networks Taehoon Kim Jihoon Yang VLM 112 11 0 20 May 2018
Modeling Psychotherapy Dialogues with Kernelized Hashcode Representations: A Nonparametric Information-Theoretic Approach S. Garg Irina Rish Guillermo Cecchi Palash Goyal Sarik Ghazarian Shuyang Gao Greg Ver Steeg Aram Galstyan 240 0 0 26 Apr 2018
Eval all, trust a few, do wrong to none: Comparing sentence generation models Ondřej Cífka Aliaksei Severyn Enrique Alfonseca Katja Filippova 187 40 0 21 Apr 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in MusicInternational Conference on Machine Learning (ICML), 2018 Adam Roberts Jesse Engel Colin Raffel Curtis Hawthorne Douglas Eck BDL 372 525 0 13 Mar 2018
Semi-Amortized Variational Autoencoders Yoon Kim Sam Wiseman Andrew C. Miller David Sontag Alexander M. Rush BDL DRL 564 251 0 07 Feb 2018
Improving Variational Encoder-Decoders in Dialogue Generation Xiaoyu Shen Hui Su Shuzi Niu Vera Demberg DRL 141 101 0 06 Feb 2018
Image Captioning at Will: A Versatile Scheme for Effectively Injecting Sentiments into Image Descriptions Quanzeng You Hailin Jin Jiebo Luo VLM 133 55 0 30 Jan 2018
Generating Thematic Chinese Poetry using Conditional Variational Autoencoders with Hybrid Decoders Xiaopeng Yang Xiaowen Lin Simon Suo Ming Li 141 57 0 21 Nov 2017
Z-Forcing: Training Stochastic Recurrent Networks Anirudh Goyal Alessandro Sordoni Marc-Alexandre Côté Nan Rosemary Ke Yoshua Bengio BDL 190 193 0 15 Nov 2017
A Deep Generative Framework for Paraphrase Generation Ankush Gupta Arvind Agarwal Prawaan Singh Piyush Rai 174 264 0 15 Sep 2017
Deconvolutional Paragraph Representation LearningNeural Information Processing Systems (NeurIPS), 2017 Yizhe Zhang Dinghan Shen Guoyin Wang Zhe Gan Ricardo Henao Lawrence Carin SSL AI4TS 191 78 0 16 Aug 2017
Language Transfer of Audio Word2Vec: Learning Audio Segment Representations without Target Language Data Chia-Hao Shen Janet Y. Sung Hung-yi Lee 93 5 0 19 Jul 2017
Adversarially Regularized Autoencoders Jiaqi Zhao Yoon Kim Kelly Zhang Alexander M. Rush Yann LeCun DRL GNN GAN 152 79 0 13 Jun 2017
Music generation with variational recurrent autoencoder supported by history Ivan P. Yamshchikov Alexey Tikhonov GAN MGen 189 45 0 15 May 2017
A Conditional Variational Framework for Dialog Generation Xiaoyu Shen Hui Su Yanran Li Wenjie Li Shuzi Niu Yang Zhao Akiko Aizawa Guoping Long 318 119 0 30 Apr 2017