Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar Oct 12, 2021 Metric Learning regression
Code Code Available 5 Large Scale Open-Set Deep Logo Detection Nov 18, 2019 Metric Learning
Code Code Available 5 Latent Similarity Identifies Important Functional Connections for Phenotype Prediction Aug 30, 2022 Computational Efficiency Metric Learning
Code Code Available 5 Linear Dimensionality Reduction: Survey, Insights, and Generalizations Jun 3, 2014 Dimensionality Reduction Metric Learning
Code Code Available 5 Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories Aug 1, 2021 Few-Shot Learning Meta-Learning
Code Code Available 5 NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal Embeddings Jan 7, 2023 Cross-Modal Retrieval Image-text Retrieval
Code Code Available 5 Joint Learning of Graph Representation and Node Features in Graph Convolutional Neural Networks Sep 11, 2019 Graph Learning Metric Learning
Code Code Available 5 Deep Metric Transfer for Label Propagation with Limited Annotated Data Dec 20, 2018 All Metric Learning
Code Code Available 5 I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding Jun 28, 2022 Density Estimation Metric Learning
Code Code Available 5 Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the Wild Mar 3, 2022 Facial Expression Recognition Facial Expression Recognition (FER)
Code Code Available 5 Interval Bound Interpolation for Few-shot Learning with Few Tasks Apr 7, 2022 Few-Shot Learning Meta-Learning
Code Code Available 5 Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies May 29, 2024 Metric Learning Off-policy evaluation
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 In Defense of the Classification Loss for Person Re-Identification Sep 16, 2018 Classification General Classification
Code Code Available 5 In Defense of the Triplet Loss for Person Re-Identification Mar 22, 2017 General Classification Metric Learning
Code Code Available 5 Deep Metric Learning with Chance Constraints Sep 19, 2022 Image Retrieval Metric Learning
Code Code Available 5 Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly Jan 15, 2018 Diversity Image Retrieval
Code Code Available 5 Biconvex Relaxation for Semidefinite Programming in Computer Vision May 31, 2016 Metric Learning
Code Code Available 5 Deep Metric Learning with Angular Loss Aug 4, 2017 Image Retrieval Metric Learning
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 Improved Diversity-Promoting Collaborative Metric Learning for Recommendation Sep 2, 2024 Collaborative Filtering Diversity
Code Code Available 5 Deep Metric Learning via Lifted Structured Feature Embedding Nov 19, 2015 Metric Learning Structured Prediction
Code Code Available 5 InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Nov 23, 2022 Dimensionality Reduction Image Retrieval
Code Code Available 5 Inspecting class hierarchies in classification-based metric learning models Jan 26, 2023 Classification Metric Learning
Code Code Available 5 Improved Embeddings with Easy Positive Triplet Mining Apr 8, 2019 Image Retrieval Metric Learning
Code Code Available 5 Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting Apr 23, 2019 Domain Generalization Generalizable Person Re-identification
Code Code Available 5 Deep Metric Learning via Facility Location Dec 5, 2016 Clustering Metric Learning
Code Code Available 5 Improved Deep Metric Learning with Multi-class N-pair Loss Objective Dec 1, 2016 Clustering Face Verification
Code Code Available 5 Improving Collaborative Metric Learning with Efficient Negative Sampling Sep 24, 2019 Change Detection Face Recognition
Code Code Available 5 Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity May 25, 2019 Metric Learning Out-of-Distribution Detection
Code Code Available 5 IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 Deep Metric Learning to Rank Jun 1, 2019 Image Retrieval Learning-To-Rank
Code Code Available 5 AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain Shift Mar 30, 2022 Image Classification Image Retrieval
Code Code Available 5 IDEAL: Independent Domain Embedding Augmentation Learning May 21, 2021 Image Retrieval Metric Learning
Code Code Available 5 Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature May 5, 2015 General Classification Metric Learning
Code Code Available 5 Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding Sep 9, 2020 Benchmarking Clustering
Code Code Available 5 HSE: Hybrid Species Embedding for Deep Metric Learning Jan 1, 2023 Metric Learning
Code Code Available 5 An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision Oct 22, 2019 Fairness Metric Learning
Code Code Available 5 Human Motion Analysis with Deep Metric Learning Jul 30, 2018 Dynamic Time Warping Metric Learning
Code Code Available 5 Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals Aug 9, 2023 Metric Learning
Code Code Available 5 How Shift Equivariance Impacts Metric Learning for Instance Segmentation Jan 14, 2021 Decoder Instance Segmentation
Code Code Available 5 Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jun 5, 2017 Informativeness 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 Learning a metric for class-conditional KNN Jul 11, 2016 Classification General Classification
Code Code Available 5 Hierarchical Latent Relation Modeling for Collaborative Metric Learning Jul 26, 2021 Collaborative Filtering Graph Embedding
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 Improving Generalization of Metric Learning via Listwise Self-distillation Jun 17, 2022 Metric Learning
Code Code Available 5 Acceleration of Large Margin Metric Learning for Nearest Neighbor Classification Using Triplet Mining and Stratified Sampling Sep 29, 2020 Metric Learning Triplet
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 Hard-Aware Deeply Cascaded Embedding Nov 17, 2016 Metric Learning Triplet
Code Code Available 5 