Metric Learning

dialectR: Doing Dialectometry in R COLING 2022 Distributionally robust weighted k-nearest neighbors NeurIPS 2022 Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression JMLR 2022 DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022 DNNR: Differential Nearest Neighbors Regression ICML 2022 Domain Representative Keywords Selection: A Probabilistic Approach ACL 2022 Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification CVPR 2022 Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Interspeech 2022 Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation CVPR 2022 Efficient Graph Similarity Computation with Alignment Regularization NeurIPS 2022 Efficient Kernelized UCB for Contextual Bandits AISTATS 2022 Efficient Nearest Neighbor Emotion Classification with BERT-whitening EMNLP 2022 Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022 EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching CVPR 2022 Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022 Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022 Estimating transfer entropy under long ranged dependencies UAI 2022 Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks ACL 2022 Evaluating Graph Generative Models with Contrastively Learned Features NeurIPS 2022 Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric Interspeech 2022 Expected Improvement for Contextual Bandits NeurIPS 2022 Explaining Preferences with Shapley Values NeurIPS 2022 Exploring Compositional Image Retrieval with Hybrid Compositional Learning and Heuristic Negative Mining EMNLP 2022 Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract) AAAI 2022 Fast Distance Oracles for Any Symmetric Norm NeurIPS 2022