Deep Learning

Probabilistic Forecasting with Spline Quantile Function RNNs AISTATS 2019 Rare Sound Event Detection Using Deep Learning and Data Augmentation Interspeech 2019 RawNet: Advanced End-to-End Deep Neural Network Using Raw Waveforms for Text-Independent Speaker Verification Interspeech 2019 Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019 Recurrent MVSNet for High-Resolution Multi-View Stereo Depth Inference CVPR 2019 Reference Network for Neural Machine Translation ACL 2019 REflex: Flexible Framework for Relation Extraction in Multiple Domains ACL 2019 Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks Interspeech 2019 RegularFace: Deep Face Recognition via Exclusive Regularization CVPR 2019 Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning NeurIPS 2019 Regularizing Activation Distribution for Training Binarized Deep Networks CVPR 2019 Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters AAAI 2019 Reliable and Efficient Image Cropping: A Grid Anchor Based Approach CVPR 2019 RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation AAAI 2019 Restoring ancient text using deep learning: a case study on Greek epigraphy EMNLP 2019 Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019 Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction AAAI 2019 Robust Neural Machine Translation with Joint Textual and Phonetic Embedding ACL 2019 Sampling Bias in Deep Active Classification: An Empirical Study EMNLP 2019 Scan2CAD: Learning CAD Model Alignment in RGB-D Scans CVPR 2019 Self-Calibrating Deep Photometric Stereo Networks CVPR 2019 Separate Loss for Basic and Compound Facial Expression Recognition in the Wild ACML 2019 Sequence to Sequence Learning for Query Expansion AAAI 2019 SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition JMLR 2019 Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network Using Truncated Gaussian Approximation CVPR 2019