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Though impressive results have been achieved in visual captioning, the task of generating abstract stories from photo streams is still a little-tapped problem.
Simple statistical gradient-following algorithms for connectionist reinforcement learning
Ronald J Williams. 1992 · 1992
Earlier work this paper cites.
Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
Apprenticeship learning via inverse reinforcement learning
Pieter Abbeel and Andrew Y Ng. 2004 · 2004
Earlier work this paper cites.
Rouge: A package for automatic evaluation of summaries
Chin-Yew Lin. 2004 · 2004
Earlier work this paper cites.
Meteor: An automatic metric for mt evaluation with improved correlation with human judgments
Satanjeev Banerjee and Alon Lavie. 2005 · 2005
Earlier work this paper cites.
Re-evaluation the role of bleu in machine translation research
Chris Callison-Burch, Miles Osborne, and Philipp Koehn. 2006 · 2006
Earlier work this paper cites.
A tutorial on energy-based learning
Yann LeCun, Sumit Chopra, Raia Hadsell, M Ranzato, and F Huang. 2006 · 2006
Earlier work this paper cites.
Maximum margin planning
Nathan D Ratliff, J Andrew Bagnell, and Martin A Zinkevich. 2006 · 2006
Earlier work this paper cites.
Maximum entropy inverse reinforcement learning
Brian D Ziebart, Andrew L Maas, J Andrew Bagnell, and Anind K Dey. 2008 · 2008
Earlier work this paper cites.
Modeling purposeful adaptive behavior with the principle of maximum causal entropy
Brian D Ziebart. 2010 · 2010
Earlier work this paper cites.
Deep sparse rectifier neural networks
Xavier Glorot, Antoine Bordes, and Yoshua Bengio. 2011 · 2011
Earlier work this paper cites.
Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014 · 2014
Earlier work this paper cites.
Convolutional neural networks for sentence classification
Yoon Kim. 2014 · 2014
Earlier work this paper cites.
Microsoft coco captions: Data collection and evaluation server
Xinlei Chen, Hao Fang, Tsung-Yi Lin, Ramakrishna Vedantam, Saurabh Gupta, Piotr Dollár, and C Lawrence Zitnick. 2015 · 2015
Cited alongside, same era.
Expressing an image stream with a sequence of natural sentences
Cesc C Park and Gunhee Kim. 2015 · 2015
Cited alongside, same era.
Sequence level training with recurrent neural networks
Marc’Aurelio Ranzato, Sumit Chopra, Michael Auli, and Wojciech Zaremba. 2015 · 2015
Cited alongside, same era.
Cider: Consensus-based image description evaluation
Ramakrishna Vedantam, C Lawrence Zitnick, and Devi Parikh. 2015 · 2015
Cited alongside, same era.
An actor-critic algorithm for sequence prediction
Dzmitry Bahdanau, Philemon Brakel, Kelvin Xu, Anirudh Goyal, Ryan Lowe, Joelle Pineau, Aaron Courville, and Yoshua Bengio. 2016 · 2016
Adversarial evaluation for open-domain dialogue generation
Elia Bruni and Raquel Fernández. 2017 · 2017
Later among the works it cites.
Multimodal storytelling via generative adversarial imitation learning
Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Jing Dai, and Chang-Tien Lu. 2017 · 2017
Later among the works it cites.
Towards diverse and natural image descriptions via a conditional gan
Bo Dai, Sanja Fidler, Raquel Urtasun, and Dahua Lin. 2017 · 2017
Later among the works it cites.
Learning robust rewards with adversarial inverse reinforcement learning
Justin Fu, Katie Luo, and Sergey Levine. 2017 · 2017
Later among the works it cites.
Peter Henderson, Wei-Di Chang, Pierre-Luc Bacon, David Meger, Joelle Pineau, and Doina Precup. 2017 · 2017
Later among the works it cites.
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Cited alongside, same era.
Bootstrap, review, decode: Using out-of-domain textual data to improve image captioning
Wenhu Chen, Aurélien Lucchi, and Thomas Hofmann. 2016 · 2016
Cited alongside, same era.
Chelsea Finn, Paul Christiano, Pieter Abbeel, and Sergey Levine. 2016 · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016 · 2016
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Generative adversarial imitation learning
Jonathan Ho and Stefano Ermon. 2016 · 2016
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Visual storytelling
Ting-Hao K. Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Aishwarya Agrawal, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, et al. 2016 · 2016
Cited alongside, same era.
Chia-Wei Liu, Ryan Lowe, Iulian V Serban, Michael Noseworthy, Laurent Charlin, and Joelle Pineau. 2016 · 2016
Cited alongside, same era.
Msr-vtt: A large video description dataset for bridging video and language
Jun Xu, Tao Mei, Ting Yao, and Yong Rui. 2016 · 2016
Cited alongside, same era.
Towards an automatic turing test: Learning to evaluate dialogue responses
Ryan Lowe, Michael Noseworthy, Iulian V Serban, Nicolas Angelard-Gontier, Yoshua Bengio, and Joelle Pineau. 2017 · 2017
Later among the works it cites.
A deep reinforced model for abstractive summarization
Romain Paulus, Caiming Xiong, and Richard Socher. 2017 · 2017
Later among the works it cites.
Deep reinforcement learning-based image captioning with embedding reward
Zhou Ren, Xiaoyu Wang, Ning Zhang, Xutao Lv, and Li-Jia Li. 2017 · 2017
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Self-critical sequence training for image captioning
Steven J. Rennie, Etienne Marcheret, Youssef Mroueh, Jerret Ross, and Vaibhava Goel. 2017 · 2017
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Hierarchically-attentive rnn for album summarization and storytelling
Licheng Yu, Mohit Bansal, and Tamara Berg. 2017b · 2017
Later among the works it cites.
Generative bridging network for neural sequence prediction
Wenhu Chen, Guanlin Li, Shuo Ren, Shujie Liu, Zhirui Zhang, Mu Li, and Ming Zhou. 2018 · 2018
Closest in time.
Watch, listen, and describe: Globally and locally aligned cross-modal attentions for video captioning
Xin Wang, Yuan-Fang Wang, and William Yang Wang. 2018c · 2018
Closest in time.