Techniques

Deep Spine: Automated Lumbar Vertebral Segmentation, Disc-Level Designation, and Spinal Stenosis Grading using Deep Learning MLHC 2018 Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning ICLR 2018 Dense Information Flow for Neural Machine Translation NAACL 2018 Densely Connected Attention Propagation for Reading Comprehension NeurIPS 2018 Depthwise Separable Convolutions for Neural Machine Translation ICLR 2018 Detail-Preserving Pooling in Deep Networks CVPR 2018 Detection of Glottal Closure Instants from Speech Signals: A Convolutional Neural Network Based Method Interspeech 2018 Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018 Did the Model Understand the Question? ACL 2018 Differential Attention for Visual Question Answering CVPR 2018 Disconnected Recurrent Neural Networks for Text Categorization ACL 2018 Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ACL 2018 Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018 Distantly Supervised Attribute Detection from Reviews EMNLP 2018 Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification CVPR 2018 Document Modeling with External Attention for Sentence Extraction ACL 2018 Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System EMNLP 2018 DropBlock: A regularization method for convolutional networks NeurIPS 2018 Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018 Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018 Dynamic Few-Shot Visual Learning Without Forgetting CVPR 2018 Dynamic Meta-Embeddings for Improved Sentence Representations EMNLP 2018 Edit Probability for Scene Text Recognition CVPR 2018 Effective Use of Context in Noisy Entity Linking EMNLP 2018 Effects of Dimensional Input on Paralinguistic Information Perceived from Synthesized Dialogue Speech with Neural Network Interspeech 2018