Neural Networks

Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks Interspeech 2018 SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers SemEval 2018 Size-Independent Sample Complexity of Neural Networks COLT 2018 SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings SemEval 2018 Sketch-a-Classifier: Sketch-Based Photo Classifier Generation CVPR 2018 Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks ICLR 2018 SLAYER: Spike Layer Error Reassignment in Time NeurIPS 2018 Sliced Recurrent Neural Networks COLING 2018 Slot-Gated Modeling for Joint Slot Filling and Intent Prediction NAACL 2018 SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension SemEval 2018 Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks IJCAI 2018 Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality NAACL 2018 SO-Net: Self-Organizing Network for Point Cloud Analysis CVPR 2018 Spanish Statistical Parametric Speech Synthesis Using a Neural Vocoder Interspeech 2018 Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding NeurIPS 2018 Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip ICLR 2018 Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems Interspeech 2018 Speaker and Language Recognition -- From Laboratory Technologies to the Wild Interspeech 2018 Speaker Diarization with Enhancing Speech for the First DIHARD Challenge Interspeech 2018 Speaker Naming in Movies NAACL 2018 SpectralNet: Spectral Clustering using Deep Neural Networks ICLR 2018 Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech Interspeech 2018 Speech Emotion Recognition by Combining Amplitude and Phase Information Using Convolutional Neural Network Interspeech 2018 Speech Emotion Recognition Using Spectrogram & Phoneme Embedding Interspeech 2018 Speech Enhancement Using Deep Mixture of Experts Based on Hard Expectation Maximization Interspeech 2018