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Deep Learning

1,397 papers

Papers per year

3
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233
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Papers

Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CONLL 2019
Self-Critical N-Step Training for Image Captioning CVPR 2019
Learning Transformation Synchronization CVPR 2019
Class-Balanced Loss Based on Effective Number of Samples CVPR 2019
Importance Estimation for Neural Network Pruning CVPR 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping CVPR 2019
Movie Plot Analysis via Turning Point Identification EMNLP 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention EMNLP 2019
Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019
Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019
Generalization in Generation: A closer look at Exposure Bias EMNLP 2019
Detecting context abusiveness using hierarchical deep learning EMNLP 2019
Phonetic Normalization for Machine Translation of User Generated Content EMNLP 2019
Parametric Majorization for Data-Driven Energy Minimization Methods ICCV 2019
What is the Effect of Importance Weighting in Deep Learning? ICML 2019
Beyond Backprop: Online Alternating Minimization with Auxiliary Variables ICML 2019
Gradient Descent Finds Global Minima of Deep Neural Networks ICML 2019
Diagnosing Bottlenecks in Deep Q-learning Algorithms ICML 2019
Explainable Deep Neural Networks for Multivariate Time Series Predictions IJCAI 2019
Simple and Effective Noisy Channel Modeling for Neural Machine Translation IJCNLP 2019
Predicting Group-Level Skin Attention to Short Movies from Audio-Based LSTM-Mixture of Experts Models INTERSPEECH 2019
Very Deep Self-Attention Networks for End-to-End Speech Recognition INTERSPEECH 2019
Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition 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