Neural Networks

GELU-Net: A Globally Encrypted, Locally Unencrypted Deep Neural Network for Privacy-Preserved Learning IJCAI 2018 Generalized chart constraints for efficient PCFG and TAG parsing ACL 2018 Generating Fine-Grained Open Vocabulary Entity Type Descriptions ACL 2018 Generating Image Captions in Arabic using Root-Word Based Recurrent Neural Networks and Deep Neural Networks NAACL 2018 Genre Identification and the Compositional Effect of Genre in Literature COLING 2018 Geodesic Convolutional Shape Optimization ICML 2018 Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning CVPR 2018 Gesture Recognition: Focus on the Hands CVPR 2018 GHHT at CALCS 2018: Named Entity Recognition for Dialectal Arabic Using Neural Networks ACL 2018 Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NeurIPS 2018 GNEG: Graph-Based Negative Sampling for word2vec ACL 2018 Gradient Descent for Spiking Neural Networks NeurIPS 2018 Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks ICML 2018 Gradually Updated Neural Networks for Large-Scale Image Recognition ICML 2018 Group Equivariant Capsule Networks NeurIPS 2018 Grouping Attribute Recognition for Pedestrian with Joint Recurrent Learning IJCAI 2018 GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification SemEval 2018 GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition CVPR 2018 Hand PointNet: 3D Hand Pose Estimation Using Point Sets CVPR 2018 HashCount at SemEval-2018 Task 3: Concatenative Featurization of Tweet and Hashtags for Irony Detection SemEval 2018 HCCL at SemEval-2018 Task 8: An End-to-End System for Sequence Labeling from Cybersecurity Reports SemEval 2018 HexaConv ICLR 2018 HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization EMNLP 2018 HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets EMNLP 2018 Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health NAACL 2018