Deep Learning

Optimal Control Via Neural Networks: A Convex Approach ICLR 2019 Optimal Kronecker-Sum Approximation of Real Time Recurrent Learning ICML 2019 Optimal Projection Guided Transfer Hashing for Image Retrieval AAAI 2019 Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019 Optimal Transport for structured data with application on graphs ICML 2019 Optimal Transport Maps For Distribution Preserving Operations on Latent Spaces of Generative Models ICLR 2019 Optimization of False Acceptance/Rejection Rates and Decision Threshold for End-to-End Text-Dependent Speaker Verification Systems Interspeech 2019 Optimization of Inf-Convolution Regularized Nonconvex Composite Problems AISTATS 2019 Optimizing a Speaker Embedding Extractor Through Backend-Driven Regularization Interspeech 2019 Order-Aware Generative Modeling Using the 3D-Craft Dataset ICCV 2019 Ordered Memory NeurIPS 2019 Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks ICLR 2019 Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue System ACL 2019 Ordinal Triplet Loss: Investigating Sleepiness Detection from Speech Interspeech 2019 Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching EMNLP 2019 Ornstein Auto-Encoders IJCAI 2019 Orthogonality-Promoting Dictionary Learning via Bayesian Inference AAAI 2019 Our Neural Machine Translation Systems for WAT 2019 EMNLP 2019 Ouroboros: On Accelerating Training of Transformer-Based Language Models NeurIPS 2019 Outlier Aware Network Embedding for Attributed Networks AAAI 2019 Outlier Detection for Time Series with Recurrent Autoencoder Ensembles IJCAI 2019 Out-Of-Distribution Detection for Generalized Zero-Shot Action Recognition CVPR 2019 Out-of-Domain Detection for Low-Resource Text Classification Tasks EMNLP 2019 Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection IJCAI 2019 Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution AAAI 2019