Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization Jul 18, 2020 Anomaly Detection Domain Generalization
— Unverified 0Learning Graph Edit Distance by Graph Neural Networks Aug 17, 2020 Deep Learning Graph Similarity
— Unverified 0CLAREL: Classification via retrieval loss for zero-shot learning May 31, 2019 Classification General Classification
— Unverified 0Fine-Grained Visual Categorization via Multi-stage Metric Learning Feb 3, 2014 Fine-Grained Visual Categorization Metric Learning
— Unverified 0Deep Metric Multi-View Hashing for Multimedia Retrieval Apr 13, 2023 Metric Learning Retrieval
— Unverified 0Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning Mar 23, 2022 Attribute Fairness
— Unverified 0Iterated Support Vector Machines for Distance Metric Learning Feb 2, 2015 Classification Face Verification
— Unverified 0Iterative Deep Graph Learning for Graph Neural Networks Sep 25, 2019 Graph Embedding Graph Learning
— Unverified 0Cross Vision-RF Gait Re-identification with Low-cost RGB-D Cameras and mmWave Radars Jul 16, 2022 Metric Learning Person Re-Identification
— Unverified 0Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop Dec 16, 2015 Fine-Grained Visual Categorization Metric Learning
— Unverified 0A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning Apr 18, 2019 Metric Learning Retrieval
— Unverified 0Joint Dimensionality Reduction and Metric Learning: A Geometric Take Aug 1, 2017 Dimensionality Reduction Metric Learning
— Unverified 0Joint Discriminative and Metric Embedding Learning for Person Re-Identification Dec 28, 2022 Metric Learning Person Re-Identification
— Unverified 0Joint Intensity and Spatial Metric Learning for Robust Gait Recognition Jul 1, 2017 Gait Recognition Metric Learning
— Unverified 0Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Apr 30, 2015 compressed sensing Dictionary Learning
— Unverified 0Jointly Learning Multiple Measures of Similarities from Triplet Comparisons Mar 5, 2015 Metric Learning Triplet
— Unverified 0Learning Empirical Bregman Divergence for Uncertain Distance Representation Apr 16, 2023 Metric Learning
— Unverified 0FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction Apr 24, 2023 Metric Learning Mortality Prediction
— Unverified 0Mixed-type Distance Shrinkage and Selection for Clustering via Kernel Metric Learning Jun 2, 2023 Attribute Clustering
— Unverified 0DeepPoint3D: Learning Discriminative Local Descriptors using Deep Metric Learning on 3D Point Clouds Mar 27, 2019 Metric Learning
— Unverified 0Kernel Regression with Sparse Metric Learning Dec 25, 2017 Dimensionality Reduction Metric Learning
— Unverified 0Cross-View Image Retrieval -- Ground to Aerial Image Retrieval through Deep Learning May 2, 2020 Cross-Modal Retrieval Image Retrieval
— Unverified 0Knowledge Elicitation using Deep Metric Learning and Psychometric Testing Apr 14, 2020 Metric Learning
— Unverified 0Metric Learning for Individual Fairness Jun 1, 2019 Fairness Metric Learning
— Unverified 0Finding Significant Features for Few-Shot Learning using Dimensionality Reduction Jul 6, 2021 Dimensionality Reduction Few-Shot Learning
— Unverified 0Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression Aug 1, 2016 Form Metric Learning
— Unverified 0Deep Semi-supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection Apr 7, 2021 Cell Detection Metric Learning
— Unverified 0BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian Perspective Feb 19, 2022 Domain Adaptation Metric Learning
— Unverified 0Deep Semi-Supervised Metric Learning With Mixed Label Propagation Jan 1, 2023 Information Retrieval Metric Learning
— Unverified 0Label Efficient Learning of Transferable Representations acrosss Domains and Tasks Dec 1, 2017 Action Recognition Metric Learning
— Unverified 0Label Efficient Learning of Transferable Representations across Domains and Tasks Nov 30, 2017 Action Recognition Metric Learning
— Unverified 0LabellessFace: Fair Metric Learning for Face Recognition without Attribute Labels Sep 14, 2024 Attribute Face Recognition
— Unverified 0Affinity guided Geometric Semi-Supervised Metric Learning Feb 27, 2020 Metric Learning Riemannian optimization
— Unverified 0Language and Obfuscation Oblivious Source Code Authorship Attribution Oct 30, 2020 Authorship Attribution Metric Learning
— Unverified 0Large Margin Multi-Task Metric Learning Dec 1, 2010 Metric Learning Multi-Task Learning
— Unverified 0Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features Sep 6, 2024 Feature Engineering Few-Shot Learning
— Unverified 0Large-Margin Representation Learning for Texture Classification Jun 17, 2022 Classification Metric Learning
— Unverified 0Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Networks Feb 18, 2020 Denoising Dictionary Learning
— Unverified 0Large-scale Distance Metric Learning with Uncertainty May 25, 2018 Metric Learning Triplet
— Unverified 0Large Scale Distributed Distance Metric Learning Dec 18, 2014 CPU Metric Learning
— Unverified 0Learning Distances from Data with Normalizing Flows and Score Matching Jul 12, 2024 Density Estimation Metric Learning
— Unverified 0Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification Jun 1, 2014 Classification General Classification
— Unverified 0Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive Apr 5, 2018 Metric Learning
— Unverified 0DeepVisage: Making face recognition simple yet with powerful generalization skills Mar 24, 2017 Face Recognition Metric Learning
— Unverified 0FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching Oct 12, 2020 Metric Learning Semantic Similarity
— Unverified 0Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning May 29, 2019 Community Question Answering Information Retrieval
— Unverified 0Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval Dec 25, 2012 Face Verification Metric Learning
— Unverified 0Large-Scale Visual Font Recognition Jun 1, 2014 Font Recognition Image Categorization
— Unverified 0Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation Nov 18, 2014 Metric Learning Retrieval
— Unverified 0Few-Shot Partial-Label Learning Jun 2, 2021 Few-Shot Learning Metric Learning
— Unverified 0