distance metric learning

Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering AAAI 2026 MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval EMNLP 2025 T-MDML: Triplet-based Multiple Distance Metric Learning for Multi-Instance Multi-Label Classification with Label Correlation AAAI 2025 A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ACL 2024 Getting More for Less: Using Weak Labels and AV-Mixup for Robust Audio-Visual Speaker Verification Interspeech 2024 Linear Distance Metric Learning with Noisy Labels JMLR 2024 Navigating Open Set Scenarios for Skeleton-Based Action Recognition AAAI 2024 Robust Concept Erasure via Kernelized Rate-Distortion Maximization NeurIPS 2023 COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition COLING 2022 I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding AAAI 2022 Few-Shot Partial-Label Learning IJCAI 2021 FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization ICLR 2021 Neural Distance Embeddings for Biological Sequences NeurIPS 2021 Semi-Supervised Metric Learning: A Deep Resurrection AAAI 2021 SLADE: A Self-Training Framework for Distance Metric Learning CVPR 2021 An Ordinal Data Clustering Algorithm with Automated Distance Learning AAAI 2020 Distance Metric Learning with Joint Representation Diversification ICML 2020 metric-learn: Metric Learning Algorithms in Python JMLR 2020 pyDML: A Python Library for Distance Metric Learning JMLR 2020 Unsupervised Metric Learning with Synthetic Examples AAAI 2020 A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning CVPR 2019 RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection CVPR 2019 SoftTriple Loss: Deep Metric Learning Without Triplet Sampling ICCV 2019 Unsupervised Domain Adaptation for Distance Metric Learning ICLR 2019 Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning AAAI 2019