Neural Networks

LSTBM: A Novel Sequence Representation of Speech Spectra Using Restricted Boltzmann Machine with Long Short-Term Memory Interspeech 2018 LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better ACL 2018 LSTMs Exploit Linguistic Attributes of Data ACL 2018 LTV: Labeled Topic Vector COLING 2018 Lyb3b at SemEval-2018 Task 11: Machine Comprehension Task using Deep Learning Models SemEval 2018 Lyb3b at SemEval-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension Task SemEval 2018 Lyrics Segmentation: Textual Macrostructure Detection using Convolutions COLING 2018 M3: Multimodal Memory Modelling for Video Captioning CVPR 2018 Making Convolutional Networks Recurrent for Visual Sequence Learning CVPR 2018 Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks NeurIPS 2018 Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs EMNLP 2018 Matrix capsules with EM routing ICLR 2018 Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers CVPR 2018 MCapsNet: Capsule Network for Text with Multi-Task Learning EMNLP 2018 Mean-Variance Loss for Deep Age Estimation From a Face CVPR 2018 MegDet: A Large Mini-Batch Object Detector CVPR 2018 Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems ACL 2018 MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller EMNLP 2018 Memory Attention Networks for Skeleton-based Action Recognition IJCAI 2018 Memory Time Span in LSTMs for Multi-Speaker Source Separation Interspeech 2018 MEnet: A Metric Expression Network for Salient Object Segmentation IJCAI 2018 Mesh-TensorFlow: Deep Learning for Supercomputers NeurIPS 2018 Mesoscopic Facial Geometry Inference Using Deep Neural Networks CVPR 2018 MindLab Neural Network Approach at BioASQ 6B EMNLP 2018 Mining Possessions: Existence, Type and Temporal Anchors NAACL 2018