Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation May 25, 2021 Collaborative Filtering Metric Learning
Code Code Available 5 Improved Embeddings with Easy Positive Triplet Mining Apr 8, 2019 Image Retrieval Metric Learning
Code Code Available 5 Correlation Congruence for Knowledge Distillation Apr 3, 2019 Face Recognition image-classification
Code Code Available 5 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 5 Hierarchical Latent Relation Modeling for Collaborative Metric Learning Jul 26, 2021 Collaborative Filtering Graph Embedding
Code Code Available 5 Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning Oct 1, 2022 Metric Learning Sentence
Code Code Available 5 Correcting the Triplet Selection Bias for Triplet Loss Sep 1, 2018 Face Recognition Fine-Grained Image Classification
Code Code Available 5 A Simple and Effective Framework for Pairwise Deep Metric Learning Dec 24, 2019 Binary Classification Metric Learning
Code Code Available 5 High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning Jun 7, 2021 Bayesian Optimisation Metric Learning
Code Code Available 5 Heated-Up Softmax Embedding Sep 11, 2018 Metric Learning
Code Code Available 5 Exploring Temporal Concurrency for Video-Language Representation Learning Jan 1, 2023 Dynamic Time Warping Metric Learning
Code Code Available 5 Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation Nov 24, 2024 3D Semantic Segmentation Active Learning
Code Code Available 5 Hardness-Aware Deep Metric Learning Mar 13, 2019 Image Retrieval Metric Learning
Code Code Available 5 Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning from Radiology Reports and Label Ontology Apr 9, 2019 Metric Learning
Code Code Available 5 Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Feb 3, 2025 Few-Shot Semantic Segmentation Manufacturing Quality Control
Code Code Available 5 Hard-Aware Deeply Cascaded Embedding Nov 17, 2016 Metric Learning Triplet
Code Code Available 5 A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection Mar 1, 2024 Change Detection Metric Learning
Code Code Available 5 Uncertainty Estimation for 3D Dense Prediction via Cross-Point Embeddings Sep 29, 2022 Metric Learning Prediction
Code Code Available 5 GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric Learning Oct 20, 2024 Image Retrieval Image-text Retrieval
Code Code Available 5 Hard-Aware Point-to-Set Deep Metric for Person Re-identification Jul 30, 2018 Metric Learning Person Re-Identification
Code Code Available 5 Adversarial Skill Networks: Unsupervised Robot Skill Learning from Video Oct 21, 2019 continuous-control Continuous Control
Code Code Available 5 Exploring Adversarial Robustness of Deep Metric Learning Feb 14, 2021 Adversarial Robustness Metric Learning
Code Code Available 5 Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification Apr 22, 2022 Active Learning Metric Learning
Code Code Available 5 Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar Oct 12, 2021 Metric Learning regression
Code Code Available 5 MGNN: Graph Neural Networks Inspired by Distance Geometry Problem Jan 31, 2022 Combinatorial Optimization Metric Learning
Code Code Available 5 Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning Oct 23, 2020 3D Shape Retrieval Metric Learning
Code Code Available 5 Graphite: GRAPH-Induced feaTure Extraction for Point Cloud Registration Oct 18, 2020 Descriptive Keypoint Detection
Code Code Available 5 Contrastive Instance Association for 4D Panoptic Segmentation using Sequences of 3D LiDAR Scans Dec 1, 2021 4D Panoptic Segmentation Autonomous Navigation
Code Code Available 5 Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds Oct 16, 2024 Metric Learning Network Embedding
Code Code Available 5 Contrasting quadratic assignments for set-based representation learning May 31, 2022 Contrastive Learning Metric Learning
Code Code Available 5 Global Ground Metric Learning with Applications to scRNA data Jun 18, 2025 Metric Learning
Code Code Available 5 Few-Shot Specific Emitter Identification via Hybrid Data Augmentation and Deep Metric Learning Dec 1, 2022 Data Augmentation Diversity
Code Code Available 5 Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification Aug 27, 2017 Clustering Metric Learning
Code Code Available 5 Geometric Mean Metric Learning Jul 18, 2016 Form General Classification
Code Code Available 5 Finding Task-Relevant Features for Few-Shot Learning by Category Traversal May 27, 2019 Few-Shot Learning Metric Learning
Code Code Available 5 A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets May 31, 2016 Metric Learning Person Re-Identification
Code Code Available 5 Cross-View Kernel Similarity Metric Learning Using Pairwise Constraints for Person Re-identification Sep 25, 2019 Metric Learning Person Re-Identification
Code Code Available 5 Gravitational Dimensionality Reduction Using Newtonian Gravity and Einstein's General Relativity Oct 30, 2022 Dimensionality Reduction Metric Learning
Code Code Available 5 Generalized Sum Pooling for Metric Learning Aug 18, 2023 Metric Learning
Code Code Available 5 Generalization Bound of Gradient Descent for Non-Convex Metric Learning Dec 1, 2020 Metric Learning
Code Code Available 5 E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation Dec 14, 2021 Metric Learning Model Optimization
Code Code Available 5 Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer? Mar 8, 2018 Image Retrieval Metric Learning
Code Code Available 5 Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks Apr 5, 2020 Classification Of Breast Cancer Histology Images Dimensionality Reduction
Code Code Available 5 Curvature Augmented Manifold Embedding and Learning Mar 21, 2024 Data Visualization Dimensionality Reduction
Code Code Available 5 Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorithm and Generalization Bounds Jul 20, 2018 Generalization Bounds Metric Learning
Code Code Available 5 Episode Adaptive Embedding Networks for Few-shot Learning Jun 17, 2021 Few-Shot Learning Metric Learning
Code Code Available 5 CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization Jun 1, 2018 Benchmarking geo-localization
Code Code Available 5 Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning May 22, 2018 Few-Shot Learning Metric Learning
Code Code Available 5 Generative Dual Adversarial Network for Generalized Zero-shot Learning Nov 12, 2018 Generalized Zero-Shot Learning Metric Learning
Code Code Available 5 Ground Metric Learning on Graphs Nov 8, 2019 Metric Learning
Code Code Available 5 