Metric Learning

Robust and Discriminative Speaker Embedding via Intra-Class Distance Variance Regularization Interspeech 2018 Scoring Lexical Entailment with a Supervised Directional Similarity Network ACL 2018 Self-weighted Multiple Kernel Learning for Graph-based Clustering and Semi-supervised Classification IJCAI 2018 Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection EMNLP 2018 SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification EMNLP 2018 SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval CVPR 2018 Specialising Word Vectors for Lexical Entailment NAACL 2018 Spectral Feature Scaling Method for Supervised Dimensionality Reduction IJCAI 2018 Structured Set Matching Networks for One-Shot Part Labeling CVPR 2018 TADAM: Task dependent adaptive metric for improved few-shot learning NeurIPS 2018 Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018 The K-Nearest Neighbour UCB Algorithm for Multi-Armed Bandits with Covariates ALT 2018 The Weighted Kendall and High-order Kernels for Permutations ICML 2018 Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018 To Trust Or Not To Trust A Classifier NeurIPS 2018 Towards a Variability Measure for Multiword Expressions NAACL 2018 Towards Generalized and Efficient Metric Learning on Riemannian Manifold IJCAI 2018 Towards Qualitative Word Embeddings Evaluation: Measuring Neighbors Variation NAACL 2018 Training Utterance-level Embedding Networks for Speaker Identification and Verification Interspeech 2018 Tree Edit Distance Learning via Adaptive Symbol Embeddings ICML 2018 Triplet-Center Loss for Multi-View 3D Object Retrieval CVPR 2018 Triplet Loss Based Cosine Similarity Metric Learning for Text-independent Speaker Recognition Interspeech 2018 Triplet Network with Attention for Speaker Diarization Interspeech 2018 UnibucKernel Reloaded: First Place in Arabic Dialect Identification for the Second Year in a Row COLING 2018 Unsupervised Domain Adaptation With Similarity Learning CVPR 2018