Techniques

Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks EMNLP 2018 PDE-Net: Learning PDEs from Data ICML 2018 PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR 2018 Polar Transformer Networks ICLR 2018 Portable, layer-wise task performance monitoring for NLP models EMNLP 2018 Practical Block-Wise Neural Network Architecture Generation CVPR 2018 Predict and Constrain: Modeling Cardinality in Deep Structured Prediction ICML 2018 Predicting and interpreting embeddings for out of vocabulary words in downstream tasks EMNLP 2018 Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU MLHC 2018 Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata EMNLP 2018 Pretraining Sentiment Classifiers with Unlabeled Dialog Data ACL 2018 Progressive Attention Guided Recurrent Network for Salient Object Detection CVPR 2018 PU-Net: Point Cloud Upsampling Network CVPR 2018 Quality Estimation with Force-Decoded Attention and Cross-lingual Embeddings EMNLP 2018 Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018 Rapid Adaptation with Conditionally Shifted Neurons ICML 2018 Reasoning with Sarcasm by Reading In-Between ACL 2018 Recurrently Controlled Recurrent Networks NeurIPS 2018 Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation Interspeech 2018 Referring Image Segmentation via Recurrent Refinement Networks CVPR 2018 Refine or Represent: Residual Networks with Explicit Channel-wise Configuration IJCAI 2018 Regularizing by the Variance of the Activations' Sample-Variances NeurIPS 2018 Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018 Removing the Feature Correlation Effect of Multiplicative Noise NeurIPS 2018 ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks ACML 2018