Deep Learning

Dense Segmentation in Selected Dimensions: Application to Retinal Optical Coherence Tomography MIDL 2019 Dense Transformer Networks for Brain Electron Microscopy Image Segmentation IJCAI 2019 Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization CVPR 2019 Dependency Grammar Induction with a Neural Variational Transition-Based Parser AAAI 2019 Dependency-Guided LSTM-CRF for Named Entity Recognition EMNLP 2019 Dependency or Span, End-to-End Uniform Semantic Role Labeling AAAI 2019 Depth-Attentional Features for Single-Image Rain Removal CVPR 2019 Depth-Aware Video Frame Interpolation CVPR 2019 Depth Coefficients for Depth Completion CVPR 2019 Depth Growing for Neural Machine Translation ACL 2019 Depth Prediction without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos AAAI 2019 Depth Separations in Neural Networks: What is Actually Being Separated? COLT 2019 Depthwise Convolution Is All You Need for Learning Multiple Visual Domains AAAI 2019 Derivational Morphological Relations in Word Embeddings ACL 2019 Describing Like Humans: On Diversity in Image Captioning CVPR 2019 Designing and Interpreting Probes with Control Tasks EMNLP 2019 Designing a Symbolic Intermediate Representation for Neural Surface Realization NAACL 2019 Destruction and Construction Learning for Fine-Grained Image Recognition CVPR 2019 Detailed Human Shape Estimation From a Single Image by Hierarchical Mesh Deformation CVPR 2019 Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks ACL 2019 Detecting Aggression and Toxicity using a Multi Dimension Capsule Network ACL 2019 Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention ACL 2019 Detecting and Reducing Bias in a High Stakes Domain EMNLP 2019 Detecting context abusiveness using hierarchical deep learning EMNLP 2019 Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features NAACL 2019