Self-Critical Sequence Training for Image Captioning
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Vaibhava Goel | Youssef Mroueh | Jerret Ross | Steven J. Rennie | Etienne Marcheret | Vaibhava Goel | E. Marcheret | Youssef Mroueh | Jerret Ross | V. Goel
[1] Karol Gregor,et al. Neural Variational Inference and Learning in Belief Networks , 2014, ICML.
[2] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[3] Samy Bengio,et al. Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks , 2015, NIPS.
[4] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[5] C. Lawrence Zitnick,et al. CIDEr: Consensus-based image description evaluation , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[6] Joelle Pineau,et al. An Actor-Critic Algorithm for Sequence Prediction , 2016, ICLR.
[7] Fei-Fei Li,et al. Deep visual-semantic alignments for generating image descriptions , 2015, CVPR.
[8] Pietro Perona,et al. Microsoft COCO: Common Objects in Context , 2014, ECCV.
[9] Yoshua Bengio,et al. Show, Attend and Tell: Neural Image Caption Generation with Visual Attention , 2015, ICML.
[10] Samy Bengio,et al. Show and tell: A neural image caption generator , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[11] Ronald J. Williams,et al. Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning , 2004, Machine Learning.
[12] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[13] Yoshua Bengio,et al. Professor Forcing: A New Algorithm for Training Recurrent Networks , 2016, NIPS.
[14] Alon Lavie,et al. METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments , 2005, IEEvaluation@ACL.
[15] Marc'Aurelio Ranzato,et al. Sequence Level Training with Recurrent Neural Networks , 2015, ICLR.
[16] Antonio Torralba,et al. Context models and out-of-context objects , 2012, Pattern Recognition Letters.
[17] Sergey Levine,et al. High-Dimensional Continuous Control Using Generalized Advantage Estimation , 2015, ICLR.
[18] Chin-Yew Lin,et al. ROUGE: A Package for Automatic Evaluation of Summaries , 2004, ACL 2004.
[19] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[20] Dumitru Erhan,et al. Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[21] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[22] Wojciech Zaremba,et al. Reinforcement Learning Neural Turing Machines , 2015, ArXiv.
[23] Salim Roukos,et al. Bleu: a Method for Automatic Evaluation of Machine Translation , 2002, ACL.