Deep Learning

Explainable Deep Neural Networks for Multivariate Time Series Predictions IJCAI 2019 Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence AAAI 2019 Extracting relations between outcomes and significance levels in Randomized Controlled Trials (RCTs) publications ACL 2019 Forecasting Intra-Hour Imbalances in Electric Power Systems AAAI 2019 Generalization in Generation: A closer look at Exposure Bias EMNLP 2019 Generating Distractors for Reading Comprehension Questions from Real Examinations AAAI 2019 Geometric Hawkes Processes with Graph Convolutional Recurrent Neural Networks AAAI 2019 Glottal Closure Instants Detection from Speech Signal by Deep Features Extracted from Raw Speech and Linear Prediction Residual Interspeech 2019 Gradient Descent Finds Global Minima of Deep Neural Networks ICML 2019 Harnessing Reinforcement Learning for Neural Motion Planning RSS 2019 Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG AAAI 2019 Implementation of Boolean AND and OR Logic Gates with Biologically Reasonable Time Constants in Spiking Neural Networks AAAI 2019 Importance Estimation for Neural Network Pruning CVPR 2019 Improving Large Vocabulary Urdu Speech Recognition System Using Deep Neural Networks Interspeech 2019 Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019 Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention EMNLP 2019 Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing AAAI 2019 Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019 Learning to Adaptively Scale Recurrent Neural Networks AAAI 2019 Learning Transformation Synchronization CVPR 2019 Leveraging Textual Specifications for Grammar-Based Fuzzing of Network Protocols AAAI 2019 Lexicon Guided Attentive Neural Network Model for Argument Mining ACL 2019 Lingua Custodia at WMT’19: Attempts to Control Terminology ACL 2019 Local Koopman Operators for Data-Driven Control of Robotic Systems RSS 2019 Measuring the Value of Linguistics: A Case Study from St. Lawrence Island Yupik ACL 2019