Neural Networks

Binaural Reverberant Speech Separation Based on Deep Neural Networks Interspeech 2017 BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks CVPR 2017 Breaking the Curse of Dimensionality with Convex Neural Networks JMLR 2017 Broad Context Language Modeling as Reading Comprehension EACL 2017 Building a Regular Decision Boundary With Deep Networks CVPR 2017 Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields IJCNLP 2017 Capturing Long-Term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition Interspeech 2017 Cause-Effect Knowledge Acquisition and Neural Association Model for Solving A Set of Winograd Schema Problems IJCAI 2017 CERN: Confidence-Energy Recurrent Network for Group Activity Recognition CVPR 2017 CFNN: Correlation Filter Neural Network for Visual Object Tracking IJCAI 2017 Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks EACL 2017 Character-Aware Neural Morphological Disambiguation ACL 2017 Character-Word LSTM Language Models EACL 2017 Charmanteau: Character Embedding Models For Portmanteau Creation EMNLP 2017 Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks IJCNLP 2017 CKY-based Convolutional Attention for Neural Machine Translation IJCNLP 2017 CLCL (Geneva) DINN Parser: a Neural Network Dependency Parser Ten Years Later CoNLL 2017 ClockWork-RNN Based Architectures for Slot Filling Interspeech 2017 CNN-SLAM: Real-Time Dense Monocular SLAM With Learned Depth Prediction CVPR 2017 Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study ICML 2017 Collaborative Deep Learning in Fixed Topology Networks NeurIPS 2017 Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification IJCAI 2017 Combining Residual Networks with LSTMs for Lipreading Interspeech 2017 Combining Speaker Turn Embedding and Incremental Structure Prediction for Low-Latency Speaker Diarization Interspeech 2017 Comparing Character-level Neural Language Models Using a Lexical Decision Task EACL 2017