Neural Networks

Empirical Risk Landscape Analysis for Understanding Deep Neural Networks ICLR 2018 Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse COLING 2018 EMR Coding with Semi-Parametric Multi-Head Matching Networks NAACL 2018 Enabling Deep Learning of Emotion With First-Person Seed Expressions NAACL 2018 Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction CVPR 2018 Encoding Sentiment Information into Word Vectors for Sentiment Analysis COLING 2018 End-To-End Audio Replay Attack Detection Using Deep Convolutional Networks with Attention Interspeech 2018 End-to-End Convolutional Semantic Embeddings CVPR 2018 End-to-End Deep Kronecker-Product Matching for Person Re-Identification CVPR 2018 End-to-end Deep Neural Network Age Estimation Interspeech 2018 End-to-End Flow Correlation Tracking With Spatial-Temporal Attention CVPR 2018 End-to-End Graph-Based TAG Parsing with Neural Networks NAACL 2018 End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching ACML 2018 End-to-End Recovery of Human Shape and Pose CVPR 2018 End-to-End Speech Command Recognition with Capsule Network Interspeech 2018 Enhanced Aspect Level Sentiment Classification with Auxiliary Memory COLING 2018 Ensemble Neural Relation Extraction with Adaptive Boosting IJCAI 2018 Entity-aware Image Caption Generation EMNLP 2018 Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ACL 2018 Essentially No Barriers in Neural Network Energy Landscape ICML 2018 ETH-DS3Lab at SemEval-2018 Task 7: Effectively Combining Recurrent and Convolutional Neural Networks for Relation Classification and Extraction SemEval 2018 Evaluating the Utility of Hand-crafted Features in Sequence Labelling EMNLP 2018 Event Detection with Neural Networks: A Rigorous Empirical Evaluation EMNLP 2018 Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks NeurIPS 2018 Evolution of Neural Network Architectures for Speech Recognition Interspeech 2018