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Deep Learning

1752 directly classified papers

Papers per year

Papers

Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019
A Discriminative Neural Model for Cross-Lingual Word Alignment EMNLP 2019
One Model to Learn Both: Zero Pronoun Prediction and Translation EMNLP 2019
Dynamic Past and Future for Neural Machine Translation EMNLP 2019
Sampling Bias in Deep Active Classification: An Empirical Study EMNLP 2019
Exploiting Monolingual Data at Scale for Neural Machine Translation EMNLP 2019
Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019
Analysing Coreference in Transformer Outputs EMNLP 2019
Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019
Findings of the Third Workshop on Neural Generation and Translation EMNLP 2019
Towards Automated Semantic Role Labelling of Hindi-English Code-Mixed Tweets EMNLP 2019
Learning to Augment with Feature Side-information ACML 2019
Deep Learning with a Rethinking Structure for Multi-label Classification ACML 2019
Learning Discriminative Model Prediction for Tracking ICCV 2019
Statistical Approach to Speech Synthesis: Past, Present and Future INTERSPEECH 2019
Survey Talk: Modeling in Automatic Speech Recognition: Beyond Hidden Markov Models INTERSPEECH 2019
On Nonlinear Spatial Filtering in Multichannel Speech Enhancement INTERSPEECH 2019
Glottal Closure Instants Detection from Speech Signal by Deep Features Extracted from Raw Speech and Linear Prediction Residual INTERSPEECH 2019
Deep Learning Based Mandarin Accent Identification for Accent Robust ASR INTERSPEECH 2019
Detecting Mismatch Between Speech and Transcription Using Cross-Modal Attention INTERSPEECH 2019
Rare Sound Event Detection Using Deep Learning and Data Augmentation INTERSPEECH 2019
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks INTERSPEECH 2019
Motion-Guided Cascaded Refinement Network for Video Object Segmentation CVPR 2018
Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation INTERSPEECH 2018
Speaker Diarization with Enhancing Speech for the First DIHARD Challenge INTERSPEECH 2018