Metric Learning

Multi-Proxy Learning from an Entropy Optimization Perspective IJCAI 2022 Multi-slots Online Matching with High Entropy ICML 2022 Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL 2022 Multi-view Subspace Clustering on Topological Manifold NeurIPS 2022 Mutual Information Divergence: A Unified Metric for Multimodal Generative Models NeurIPS 2022 Mutual Quantization for Cross-Modal Search With Noisy Labels CVPR 2022 Naming the Most Anomalous Cluster in Hilbert Space for Structures with Attribute Information AAAI 2022 Negative-Aware Attention Framework for Image-Text Matching CVPR 2022 Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding AAAI 2022 Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022 Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time ICML 2022 Neural String Edit Distance ACL 2022 Nikkei at SemEval-2022 Task 8: Exploring BERT-based Bi-Encoder Approach for Pairwise Multilingual News Article Similarity SemEval 2022 Non-Isotropy Regularization for Proxy-Based Deep Metric Learning CVPR 2022 Non-parametric Online Learning from Human Feedback for Neural Machine Translation AAAI 2022 Non-separable Spatio-temporal Graph Kernels via SPDEs AISTATS 2022 NS3: Neuro-symbolic Semantic Code Search NeurIPS 2022 One for All: Simultaneous Metric and Preference Learning over Multiple Users NeurIPS 2022 On Evaluation Metrics for Graph Generative Models ICLR 2022 On Metric Learning for Audio-Text Cross-Modal Retrieval Interspeech 2022 On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NeurIPS 2022 On the Learning and Learnability of Quasimetrics ICLR 2022 Orthogonal Gromov-Wasserstein discrepancy with efficient lower bound UAI 2022 Ownership Concentration and Wealth Inequality in Russia IJCAI 2022 PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing EMNLP 2022