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Transformers

9294 directly classified papers

Papers per year

Papers

Can Active Memory Replace Attention? NIPS 2016
First Step Towards End-to-End Parametric TTS Synthesis: Generating Spectral Parameters with Neural Attention INTERSPEECH 2016
Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation COLING 2016
Hashtag Recommendation with Topical Attention-Based LSTM COLING 2016
Attending to Characters in Neural Sequence Labeling Models COLING 2016
A Neural Attention Model for Disfluency Detection COLING 2016
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification ICML 2016
Speech Bandwidth Extension Using Bottleneck Features and Deep Recurrent Neural Networks INTERSPEECH 2016
Attention Assisted Discovery of Sub-Utterance Structure in Speech Emotion Recognition INTERSPEECH 2016
A Convolutional Attention Network for Extreme Summarization of Source Code ICML 2016
Gated Feedback Recurrent Neural Networks ICML 2015
Tensor principal component analysis via sum-of-square proofs COLT 2015
Grammar as a Foreign Language NIPS 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions CVPR 2015
Beyond Short Snippets: Deep Networks for Video Classification CVPR 2015
Learning Wake-Sleep Recurrent Attention Models NIPS 2015
Sequence to Sequence Learning with Neural Networks NIPS 2014
Learning Deep Features for Scene Recognition using Places Database NIPS 2014
Deep Learning for Efficient Discriminative Parsing AISTATS 2011