Nested-Wasserstein Self-Imitation Learning for Sequence Generation

20 January 2020

Lawrence Carin

Papers citing "Nested-Wasserstein Self-Imitation Learning for Sequence Generation"

50 / 51 papers shown

Title
Self-Imitation Learning by Planning Junhyuk Oh Yijie Guo Satinder Singh SSL 107 85 0 25 Mar 2021
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling Junjie Hu Yu Cheng Zhe Gan Jingjing Liu Jianfeng Gao Graham Neubig 16 67 0 11 Sep 2019
Hierarchical Optimal Transport for Document Representation Mikhail Yurochkin Sebastian Claici Edward Chien F. Mirzazadeh Justin Solomon OT 28 90 0 26 Jun 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 46 127 0 17 Mar 2019
Improving Sequence-to-Sequence Learning via Optimal Transport Liqun Chen Yizhe Zhang Ruiyi Zhang Chenyang Tao Zhe Gan Haichao Zhang Bai Li Dinghan Shen Changyou Chen Lawrence Carin OT 28 94 0 18 Jan 2019
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders Junxian He Daniel M. Spokoyny Graham Neubig Taylor Berg-Kirkpatrick BDL DRL 44 273 0 16 Jan 2019
Connecting the Dots Between MLE and RL for Sequence Prediction Bowen Tan Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric Xing 87 24 0 24 Nov 2018
Language GANs Falling Short Massimo Caccia Lucas Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 138 216 0 06 Nov 2018
Sequence Generation with Guider Network Ruiyi Zhang Changyou Chen Zhe Gan Wenlin Wang Liqun Chen Dinghan Shen Guoyin Wang Lawrence Carin 3DV 16 4 0 02 Nov 2018
Policy Optimization as Wasserstein Gradient Flows Ruiyi Zhang Changyou Chen Chunyuan Li Lawrence Carin 40 67 0 09 Aug 2018
DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder Xiaodong Gu Kyunghyun Cho Jung-Woo Ha Sunghun Kim DRL 50 129 0 31 May 2018
Learning Self-Imitating Diverse Policies Tanmay Gangwani Qiang Liu Jian Peng 50 65 0 25 May 2018
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation Qiuyuan Huang Zhe Gan Asli Celikyilmaz D. Wu Jianfeng Wang Xiaodong He BDL 28 92 0 21 May 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Xin Eric Wang Wenhu Chen Yuan-fang Wang William Yang Wang 32 158 0 24 Apr 2018
Improving GANs Using Optimal Transport Tim Salimans Han Zhang Alec Radford Dimitris N. Metaxas OT GAN 36 323 0 15 Mar 2018
Texygen: A Benchmarking Platform for Text Generation Models Yaoming Zhu Sidi Lu Lei Zheng Jiaxian Guo Weinan Zhang Jun Wang Yong Yu 59 671 0 06 Feb 2018
MaskGAN: Better Text Generation via Filling in the______ W. Fedus Ian Goodfellow Andrew M. Dai 43 469 0 23 Jan 2018
Advances in Pre-Training Distributed Word Representations Tomas Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 45 1,238 0 26 Dec 2017
Video Captioning via Hierarchical Reinforcement Learning Xin Eric Wang Wenhu Chen Jiawei Wu Yuan-fang Wang William Yang Wang 48 228 0 29 Nov 2017
Long Text Generation via Adversarial Training with Leaked Information Jiaxian Guo Sidi Lu Han Cai Weinan Zhang Yong Yu Jun Wang GAN 34 497 0 24 Sep 2017
Reinforced Video Captioning with Entailment Rewards Ramakanth Pasunuru Joey Tianyi Zhou 37 115 0 07 Aug 2017
Adversarial Feature Matching for Text Generation Yizhe Zhang Zhe Gan Kai Fan Zhi Chen Ricardo Henao Dinghan Shen Lawrence Carin GAN 57 333 0 12 Jun 2017
Learning Generative Models with Sinkhorn Divergences Aude Genevay Gabriel Peyré Marco Cuturi OT 107 625 0 01 Jun 2017
Adversarial Ranking for Language Generation Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 42 333 0 31 May 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 99 1,551 0 11 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 50 9,509 0 31 Mar 2017
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 91 1,448 0 06 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 80 1,880 0 02 Dec 2016
Improved Image Captioning via Policy Gradient optimization of SPIDEr Siqi Liu Zhenhai Zhu Ning Ye S. Guadarrama Kevin Patrick Murphy 99 444 0 01 Dec 2016
Semantic Compositional Networks for Visual Captioning Zhe Gan Chuang Gan Xiaodong He Yunchen Pu Kenneth Tran Jianfeng Gao Lawrence Carin Li Deng CoGe 66 426 0 23 Nov 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 31 2,397 0 18 Sep 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 91 637 0 24 Jul 2016
Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman Alexander M. Rush 89 591 0 09 Jun 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 223 14,196 0 23 Feb 2016
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 61 1,610 0 20 Nov 2015
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 171 3,777 0 18 Nov 2015
How (not) to Train your Generative Model: Scheduled Sampling, Likelihood, Adversary? Ferenc Huszár OOD DiffM GAN 37 296 0 16 Nov 2015
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 113 13,174 0 09 Sep 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 52 2,695 0 02 Sep 2015
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks Samy Bengio Oriol Vinyals Navdeep Jaitly Noam M. Shazeer 99 2,024 0 09 Jun 2015
Describing Videos by Exploiting Temporal Structure L. Yao Atousa Torabi Kyunghyun Cho Nicolas Ballas C. Pal Hugo Larochelle Aaron Courville 105 1,063 0 27 Feb 2015
Trust Region Policy Optimization John Schulman Sergey Levine Philipp Moritz Michael I. Jordan Pieter Abbeel 208 6,722 0 19 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 229 10,034 0 10 Feb 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 36 5,569 0 07 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 173 4,451 0 20 Nov 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 173 6,009 0 17 Nov 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 202 20,467 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 267 27,205 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 375 23,235 0 03 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 116 43,290 0 01 May 2014