Embedding Learning

Multi-relational Poincaré Graph Embeddings NeurIPS 2019 Multi-Task Discriminative Training of Hybrid DNN-TVM Model for Speaker Verification with Noisy and Far-Field Speech Interspeech 2019 Multi-View Anomaly Detection: Neighborhood in Locality Matters AAAI 2019 Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection EMNLP 2019 Multi-view Knowledge Graph Embedding for Entity Alignment IJCAI 2019 Near-Lossless Binarization of Word Embeddings AAAI 2019 Neighborhood Preserving Hashing for Scalable Video Retrieval ICCV 2019 Network Embedding under Partial Monitoring for Evolving Networks IJCAI 2019 Network Embedding with Dual Generation Tasks IJCAI 2019 Network-Specific Variational Auto-Encoder for Embedding in Attribute Networks IJCAI 2019 Network Structure and Transfer Behaviors Embedding via Deep Prediction Model AAAI 2019 News2vec: News Network Embedding with Subnode Information EMNLP 2019 Node Embedding over Temporal Graphs IJCAI 2019 Node Embeddings for Graph Merging: Case of Knowledge Graph Construction EMNLP 2019 Noise-Resilient Similarity Preserving Network Embedding for Social Networks IJCAI 2019 Noisy Parallel Corpus Filtering through Projected Word Embeddings ACL 2019 Non-Adversarial Image Synthesis With Generative Latent Nearest Neighbors CVPR 2019 Non-smooth Optimization over Stiefel Manifolds with Applications to Dimensionality Reduction and Graph Clustering IJCAI 2019 Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models NeurIPS 2019 Object Detection based Deep Unsupervised Hashing IJCAI 2019 On Completing Sparse Knowledge Base with Transitive Relation Embedding AAAI 2019 On Efficient Retrieval of Top Similarity Vectors EMNLP 2019 One-to-X Analogical Reasoning on Word Embeddings: a Case for Diachronic Armed Conflict Prediction from News Texts ACL 2019 On Evaluating Embedding Models for Knowledge Base Completion ACL 2019 On Geometric Alignment in Low Doubling Dimension AAAI 2019