Learning Human-Compatible Representations for Case-Based Decision Support Mar 6, 2023 Classification Decision Making
Code Code Available 5 Learning Neural Models for End-to-End Clustering Jul 11, 2018 Clustering Metric Learning
Code Code Available 5 Collaborative Metric Learning Apr 1, 2017 Collaborative Filtering Metric Learning
Code Code Available 5 LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Cross-annotation Face Alignment Sep 29, 2021 Face Alignment Metric Learning
Code Code Available 5 Learning a metric for class-conditional KNN Jul 11, 2016 Classification General Classification
Code Code Available 5 Latent Similarity Identifies Important Functional Connections for Phenotype Prediction Aug 30, 2022 Computational Efficiency Metric Learning
Code Code Available 5 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 5 Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval Dec 25, 2012 Face Verification Metric Learning
Code Code Available 5 A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Sep 15, 2022 Domain Generalization Fine-Grained Image Classification
Code Code Available 5 Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking Jul 17, 2017 Attribute Collaborative Ranking
Code Code Available 5 Learning PSD-valued functions using kernel sums-of-squares Nov 22, 2021 Metric Learning regression
Code Code Available 5 MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching Jun 1, 2015 Computational Efficiency 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 Classification from Triplet Comparison Data Jul 24, 2019 Classification General Classification
Code Code Available 5 Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets Jun 2, 2024 Graph Neural Network Graph Representation 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 A Metric Learning Approach to Anomaly Detection in Video Games May 20, 2020 Anomaly Detection Atari Games
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 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 Channel Augmented Joint Learning for Visible-Infrared Recognition Jan 1, 2021 Data Augmentation Diversity
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 Interval Bound Interpolation for Few-shot Learning with Few Tasks Apr 7, 2022 Few-Shot Learning Meta-Learning
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 Large-scale Log-determinant Computation through Stochastic Chebyshev Expansions Mar 22, 2015 Metric Learning
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 In Defense of the Classification Loss for Person Re-Identification Sep 16, 2018 Classification General Classification
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 User Diverse Preference Modeling by Multimodal Attentive Metric Learning Aug 21, 2019 Metric Learning Recommendation Systems
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 Inspecting class hierarchies in classification-based metric learning models Jan 26, 2023 Classification Metric Learning
Code Code Available 5 Improving Collaborative Metric Learning with Efficient Negative Sampling Sep 24, 2019 Change Detection Face Recognition
Code Code Available 5 A New Similarity Space Tailored for Supervised Deep Metric Learning Nov 16, 2020 Metric Learning
Code Code Available 5 Semi-Discriminative Representation Loss for Online Continual Learning Jun 19, 2020 Continual Learning Diversity
Code Code Available 5 A new dataset of dog breed images and a benchmark for fine-grained classification Oct 1, 2020 Benchmarking Classification
Code Code Available 5 Improving Generalization of Metric Learning via Listwise Self-distillation Jun 17, 2022 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 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 Improved Deep Metric Learning with Multi-class N-pair Loss Objective Dec 1, 2016 Clustering Face Verification
Code Code Available 5 An end-to-end approach for the verification problem: learning the right distance Feb 21, 2020 Metric Learning
Code Code Available 5 Improved Diversity-Promoting Collaborative Metric Learning for Recommendation Sep 2, 2024 Collaborative Filtering Diversity
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 An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision Oct 22, 2019 Fairness Metric Learning
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 IDEAL: Independent Domain Embedding Augmentation Learning May 21, 2021 Image Retrieval Metric Learning
Code Code Available 5 Improved Embeddings with Easy Positive Triplet Mining Apr 8, 2019 Image Retrieval Metric Learning
Code Code Available 5 Large Scale Open-Set Deep Logo Detection Nov 18, 2019 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 Hierarchical Latent Relation Modeling for Collaborative Metric Learning Jul 26, 2021 Collaborative Filtering Graph Embedding
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 