End-to-End Supervised Hierarchical Graph Clustering for Speaker Diarization Jan 23, 2024 Clustering Graph Clustering
Code Code Available Domain Generalization via Model-Agnostic Learning of Semantic Features Oct 29, 2019 Domain Generalization General Knowledge
Code Code Available Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study May 10, 2020 Dimensionality Reduction Domain Generalization
Code Code Available Domain-aware Triplet loss in Domain Generalization Mar 1, 2023 Clustering Domain Generalization
Code Code Available Curvilinear Distance Metric Learning Dec 1, 2019 ARC Metric Learning
Code Code Available Supervized Segmentation with Graph-Structured Deep Metric Learning May 10, 2019 Metric Learning Segmentation
Code Code Available Biconvex Relaxation for Semidefinite Programming in Computer Vision May 31, 2016 Metric Learning
Code Code Available Self-Supervised Metric Learning With Graph Clustering For Speaker Diarization Sep 14, 2021 Clustering Graph Clustering
Code Code Available Do Lessons from Metric Learning Generalize to Image-Caption Retrieval? Feb 14, 2022 Image Retrieval Metric Learning
Code Code Available Learning to Rank Using Localized Geometric Mean Metrics May 22, 2017 Computational Efficiency Learning-To-Rank
Code Code Available Do Different Deep Metric Learning Losses Lead to Similar Learned Features? May 5, 2022 Metric Learning
Code Code Available Divide and Conquer the Embedding Space for Metric Learning Jun 14, 2019 Clustering Metric Learning
Code Code Available Curvature Augmented Manifold Embedding and Learning Mar 21, 2024 Data Visualization Dimensionality Reduction
Code Code Available Learning Transferable Reward for Query Object Localization with Policy Adaptation Feb 24, 2022 Metric Learning Object Localization
Code Code Available A few-shot learning approach with domain adaptation for personalized real-life stress detection in close relationships Oct 27, 2022 Domain Adaptation Few-Shot Learning
Code Code Available Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jun 5, 2017 Informativeness Metric Learning
Code Code Available Person Re-identification by Local Maximal Occurrence Representation and Metric Learning Jun 17, 2014 Metric Learning Person Re-Identification
Code Code Available Gravitational Dimensionality Reduction Using Newtonian Gravity and Einstein's General Relativity Oct 30, 2022 Dimensionality Reduction Metric Learning
Code Code Available Triplet-Center Loss for Multi-View 3D Object Retrieval Mar 16, 2018 3D Object Recognition 3D Object Retrieval
Code Code Available A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Sep 15, 2022 Domain Generalization Fine-Grained Image Classification
Code Code Available Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration Oct 18, 2020 Descriptive Keypoint Detection
Code Code Available A Novel Center-based Deep Contrastive Metric Learning Method for the Detection of Polymicrogyria in Pediatric Brain MRI Nov 22, 2022 Anomaly Detection Metric Learning
Code Code Available Wasserstein Distance-based Expansion of Low-Density Latent Regions for Unknown Class Detection Jan 10, 2024 Metric Learning Novelty Detection
Code Code Available Deep Anomaly Detection for Generalized Face Anti-Spoofing Apr 17, 2019 Anomaly Detection Face Anti-Spoofing
Code Code Available Where are we in embedding spaces? A Comprehensive Analysis on Network Embedding Approaches for Recommender Systems May 19, 2021 Metric Learning Network Embedding
Code Code Available Linear Dimensionality Reduction: Survey, Insights, and Generalizations Jun 3, 2014 Dimensionality Reduction Metric Learning
Code Code Available Semantic Instance Segmentation via Deep Metric Learning Mar 30, 2017 Instance Segmentation Metric Learning
Code Code Available Semantic Instance Segmentation with a Discriminative Loss Function Aug 8, 2017 Instance Segmentation Lane Detection
Code Code Available Diverse Few-Shot Text Classification with Multiple Metrics May 19, 2018 Classification Few-Shot Learning
Code Code Available Distinguishability Calibration to In-Context Learning Feb 13, 2023 In-Context Learning Language Modelling
Code Code Available Task-Embedded Control Networks for Few-Shot Imitation Learning Oct 8, 2018 Few-Shot Imitation Learning Few-Shot Learning
Code Code Available Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions Oct 24, 2022 Metric Learning Multi-Armed Bandits
Code Code Available Long-Tailed Classification Based on Coarse-Grained Leading Forest and Multi-Center Loss Oct 12, 2023 Attribute Classification
Code Code Available Distance-Ratio-Based Formulation for Metric Learning Jan 21, 2022 Metric Learning
Code Code Available Noise-robust Graph Learning by Estimating and Leveraging Pairwise Interactions Jun 14, 2021 Contrastive Learning Graph Learning
Code Code Available LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning Aug 20, 2021 Image Retrieval Metric Learning
Code Code Available Low-rank geometric mean metric learning Jun 14, 2018 Metric Learning
Code Code Available Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem Jul 10, 2020 Dimensionality Reduction Histopathological Image Classification
Code Code Available M^2S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer Selection Apr 19, 2016 Answer Selection Metric Learning
Code Code Available Cross-View Kernel Similarity Metric Learning Using Pairwise Constraints for Person Re-identification Sep 25, 2019 Metric Learning Person Re-Identification
Code Code Available M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning Jul 6, 2018 Domain Adaptation Metric Learning
Code Code Available Task-Sensitive Concept Drift Detector with Constraint Embedding Aug 16, 2021 Drift Detection Metric Learning
Code Code Available Distance Metric Learning with Joint Representation Diversification Jan 1, 2020 Metric Learning
Code Code Available Make SVM great again with Siamese kernel for few-shot learning Jan 1, 2018 Few-Shot Learning General Classification
Code Code Available Classification is a Strong Baseline for Deep Metric Learning Nov 30, 2018 Binarization Classification
Code Code Available Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks Mar 7, 2017 Graph Similarity Metric Learning
Code Code Available Adversarial Skill Networks: Unsupervised Robot Skill Learning from Video Oct 21, 2019 continuous-control Continuous Control
Code Code Available Global Ground Metric Learning with Applications to scRNA data Jun 18, 2025 Metric Learning
Code Code Available MARTA: a model for the automatic phonemic grouping of the parkinsonian speech Mar 19, 2024 Benchmarking Classification
Code Code Available Masked Proxy Loss For Text-Independent Speaker Verification Nov 9, 2020 Metric Learning Speaker Recognition
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