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Deep Learning

1752 directly classified papers

Papers per year

Papers

PhaseNet: Discretized Phase Modeling with Deep Neural Networks for Audio Source Separation INTERSPEECH 2018
Overcoming Catastrophic Forgetting by Incremental Moment Matching NIPS 2017
An inner-loop free solution to inverse problems using deep neural networks NIPS 2017
Positive-Unlabeled Learning with Non-Negative Risk Estimator NIPS 2017
Confusion Graph: Detecting Confusion Communities in Large Scale Image Classification IJCAI 2017
Segment-Level Neural Conditional Random Fields for Named Entity Recognition IJCNLP 2017
Improving Neural Text Normalization with Data Augmentation at Character- and Morphological Levels IJCNLP 2017
Replay Attack Detection Using DNN for Channel Discrimination INTERSPEECH 2017
Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study IJCAI 2017
Boosting Neural Machine Translation IJCNLP 2017
Improving Japanese-to-English Neural Machine Translation by Voice Prediction IJCNLP 2017
Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task IJCNLP 2017
Deep Learning in Lexical Analysis and Parsing IJCNLP 2017
Open-Domain Neural Dialogue Systems IJCNLP 2017
Audio Replay Attack Detection with Deep Learning Frameworks INTERSPEECH 2017
Supervised Attention for Sequence-to-Sequence Constituency Parsing IJCNLP 2017
Failures of Gradient-Based Deep Learning ICML 2017
Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion INTERSPEECH 2017
Accelerating Eulerian Fluid Simulation With Convolutional Networks ICML 2017
Learning a visuomotor controller for real world robotic grasping using simulated depth images CORL 2017
Intention-Net: Integrating Planning and Deep Learning for Goal-Directed Autonomous Navigation CORL 2017
Aggressive Deep Driving: Combining Convolutional Neural Networks and Model Predictive Control CORL 2017
An HMM/DNN Comparison for Synchronized Text-to-Speech and Tongue Motion Synthesis INTERSPEECH 2017
Integrating Articulatory Information in Deep Learning-Based Text-to-Speech Synthesis INTERSPEECH 2017
Neural Automatic Post-Editing Using Prior Alignment and Reranking EACL 2017