Embedding Learning

Similarity Preserving Deep Asymmetric Quantization for Image Retrieval AAAI 2019 Simple dynamic word embeddings for mapping perceptions in the public sphere NAACL 2019 Smoothing the Geometry of Probabilistic Box Embeddings ICLR 2019 Smooth neighborhood recommender systems JMLR 2019 SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media NAACL 2019 Social Media-based User Embedding: A Literature Review IJCAI 2019 SoftTriple Loss: Deep Metric Learning Without Triplet Sampling ICCV 2019 Spatial Pyramid Encoding with Convex Length Normalization for Text-Independent Speaker Verification Interspeech 2019 Speaker Augmentation and Bandwidth Extension for Deep Speaker Embedding Interspeech 2019 Speaker Diarization Using Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings Interspeech 2019 Speaker Diarization with Deep Speaker Embeddings for DIHARD Challenge II Interspeech 2019 Specializing Word Embeddings (for Parsing) by Information Bottleneck EMNLP 2019 SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings ACL 2019 Spherical Text Embedding NeurIPS 2019 SPINE: Structural Identity Preserved Inductive Network Embedding IJCAI 2019 State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18 Interspeech 2019 Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization ICCV 2019 Stochastic Blockmodels meet Graph Neural Networks ICML 2019 Stochastic Class-Based Hard Example Mining for Deep Metric Learning CVPR 2019 Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers NeurIPS 2019 Strong and Simple Baselines for Multimodal Utterance Embeddings NAACL 2019 Structured Disentangled Representations AISTATS 2019 Studying Semantic Chain Shifts with Word2Vec: FOOD>MEAT>FLESH ACL 2019 STUFIIT at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter with MUSE and ELMo Embeddings SemEval 2019 Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages EMNLP 2019