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Deep Learning

1397 directly classified papers

Papers per year

Papers

Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CONLL 2019
TAPAS: Train-Less Accuracy Predictor for Architecture Search AAAI 2019
Calibrated Stochastic Gradient Descent for Convolutional Neural Networks AAAI 2019
Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019
Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence INTERSPEECH 2019
Improving Large Vocabulary Urdu Speech Recognition System Using Deep Neural Networks INTERSPEECH 2019
Advancing Sequence-to-Sequence Based Speech Recognition INTERSPEECH 2019
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator AAAI 2019
Parametric Majorization for Data-Driven Energy Minimization Methods ICCV 2019
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems AAAI 2019
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019
Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence AAAI 2019
Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writing ACL 2019
Local Koopman Operators for Data-Driven Control of Robotic Systems RSS 2019
OIL: Observational Imitation Learning RSS 2019
Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019
Deep Attention Gated Dilated Temporal Convolutional Networks with Intra-Parallel Convolutional Modules for End-to-End Monaural Speech Separation INTERSPEECH 2019
Data-driven Onboard Scheduling for an Autonomous Observation Satellite IJCAI 2018
Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning IJCAI 2018
Somm: Into the Model EMNLP 2018
Neural Latent Extractive Document Summarization EMNLP 2018
Fine-Grained Temporal Orientation and its Relationship with Psycho-Demographic Correlates NAACL 2018
Using active learning to expand training data for implicit discourse relation recognition EMNLP 2018
Extending Neural Generative Conversational Model using External Knowledge Sources EMNLP 2018
A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation EMNLP 2018