Representation Learning

SPAGAN: Shortest Path Graph Attention Network IJCAI 2019 Sparse Dictionary Learning by Dynamical Neural Networks ICLR 2019 Sparse Extreme Multi-label Learning with Oracle Property ICML 2019 Sparse Feature Selection in Kernel Discriminant Analysis via Optimal Scoring AISTATS 2019 Sparse Multi-Channel Variational Autoencoder for the Joint Analysis of Heterogeneous Data ICML 2019 SparseSpeech: Unsupervised Acoustic Unit Discovery with Memory-Augmented Sequence Autoencoders Interspeech 2019 Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset CVPR 2019 Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis AAAI 2019 Spatial, Temporal and Spectral Multiresolution Analysis for the INTERSPEECH 2019 ComParE Challenge Interspeech 2019 Spatio-Temporal Attention Pooling for Audio Scene Classification Interspeech 2019 Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs IJCAI 2019 Spatiotemporal Feature Residual Propagation for Action Prediction ICCV 2019 Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition AAAI 2019 Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting AAAI 2019 Speaker Augmentation and Bandwidth Extension for Deep Speaker Embedding Interspeech 2019 Speaker-Aware Deep Denoising Autoencoder with Embedded Speaker Identity for Speech Enhancement Interspeech 2019 Speaker-Corrupted Embeddings for Online Speaker Diarization Interspeech 2019 Speaker Diarization with Deep Speaker Embeddings for DIHARD Challenge II Interspeech 2019 Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric Interspeech 2019 Specializing Distributional Vectors of All Words for Lexical Entailment ACL 2019 Specializing Word Embeddings (for Parsing) by Information Bottleneck EMNLP 2019 Spectral Inference Networks: Unifying Deep and Spectral Learning ICLR 2019 Speech Emotion Recognition in Dyadic Dialogues with Attentive Interaction Modeling Interspeech 2019 Spelling-Aware Construction of Macaronic Texts for Teaching Foreign-Language Vocabulary EMNLP 2019 SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings ACL 2019