Representation Learning

Spatial Classification with Limited Observations Based on Physics-Aware Structural Constraint AAAI 2020 Spatial-Temporal Graph Convolutional Network for Video-Based Person Re-Identification CVPR 2020 Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting AAAI 2020 Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection AAAI 2020 Spatiotemporal Fusion in 3D CNNs: A Probabilistic View CVPR 2020 Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020 Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network Interspeech 2020 Speaker Attribution with Voice Profiles by Graph-Based Semi-Supervised Learning Interspeech 2020 Speaker-Aware Linear Discriminant Analysis in Speaker Verification Interspeech 2020 Speaker Conditioned Acoustic-to-Articulatory Inversion Using x-Vectors Interspeech 2020 Speaker Diarization System Based on DPCA Algorithm for Fearless Steps Challenge Phase-2 Interspeech 2020 Speaker Representation Learning Using Global Context Guided Channel and Time-Frequency Transformations Interspeech 2020 Speaker Sensitive Response Evaluation Model ACL 2020 Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity COLING 2020 Specializing Word Embeddings (for Parsing) by Information Bottleneck (Extended Abstract) IJCAI 2020 SPECTER: Document-level Representation Learning using Citation-informed Transformers ACL 2020 Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting NeurIPS 2020 Speech Disfluencies occur at Higher Perplexities COLING 2020 Speech Emotion Recognition with Discriminative Feature Learning Interspeech 2020 Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks Interspeech 2020 Speech Rate Task-Specific Representation Learning from Acoustic-Articulatory Data Interspeech 2020 Speech Representation Learning for Emotion Recognition Using End-to-End ASR with Factorized Adaptation Interspeech 2020 SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check ACL 2020 State-Relabeling Adversarial Active Learning CVPR 2020 Statistical Optimal Transport posed as Learning Kernel Embedding NeurIPS 2020