Deep Hashing via Householder Quantization Nov 7, 2023 Binarization Deep Hashing
Code Code Available 5 Do Lessons from Metric Learning Generalize to Image-Caption Retrieval? Feb 14, 2022 Image Retrieval Metric Learning
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 Domain-aware Triplet loss in Domain Generalization Mar 1, 2023 Clustering Domain Generalization
Code Code Available 5 In Defense of the Classification Loss for Person Re-Identification Sep 16, 2018 Classification General Classification
Code Code Available 5 A Lower Bound of Hash Codes' Performance Oct 12, 2022 Metric Learning Representation 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 Inspecting class hierarchies in classification-based metric learning models Jan 26, 2023 Classification Metric Learning
Code Code Available 5 Improving Generalization of Metric Learning via Listwise Self-distillation Jun 17, 2022 Metric Learning
Code Code Available 5 Improved Embeddings with Easy Positive Triplet Mining Apr 8, 2019 Image Retrieval Metric Learning
Code Code Available 5 Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling Oct 23, 2023 Computational Efficiency Metric Learning
Code Code Available 5 Dual Metric Learning for Effective and Efficient Cross-Domain Recommendations Apr 17, 2021 Metric Learning Recommendation Systems
Code Code Available 5 Improving Collaborative Metric Learning with Efficient Negative Sampling Sep 24, 2019 Change Detection Face Recognition
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 DUCK: Distance-based Unlearning via Centroid Kinematics Dec 4, 2023 Inference Attack Machine Unlearning
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 IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
Code Code Available 5 RelationNet2: Deep Comparison Columns for Few-Shot Learning Nov 17, 2018 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Collaborative Residual Metric Learning Apr 17, 2023 Collaborative Filtering Metric Learning
Code Code Available 5 DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space Jul 23, 2023 Change Detection Earth Observation
Code Code Available 5 IDEAL: Independent Domain Embedding Augmentation Learning May 21, 2021 Image Retrieval Metric Learning
Code Code Available 5 Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-wise Loss Mar 12, 2018 Deep Hashing Image Retrieval
Code Code Available 5 Linear and Quadratic Discriminant Analysis: Tutorial Jun 1, 2019 Dimensionality Reduction General Classification
Code Code Available 5 ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification Jul 11, 2020 Face Verification Fine-Grained Visual Recognition
Code Code Available 5 A Unified Framework for Domain Adaptation using Metric Learning on Manifolds Apr 28, 2018 Domain Adaptation Metric Learning
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 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 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 Heated-Up Softmax Embedding Sep 11, 2018 Metric Learning
Code Code Available 5 Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search Feb 22, 2021 Metric Learning Multi-Task 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 Hardness-Aware Deep Metric Learning Mar 13, 2019 Image Retrieval 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 MGNN: Graph Neural Networks Inspired by Distance Geometry Problem Jan 31, 2022 Combinatorial Optimization Metric Learning
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 Deeply Cascaded Embedding Nov 17, 2016 Metric Learning Triplet
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 Dark Side Augmentation: Generating Diverse Night Examples for Metric Learning Sep 28, 2023 Image Retrieval Metric Learning
Code Code Available 5 Deep Anomaly Detection for Generalized Face Anti-Spoofing Apr 17, 2019 Anomaly Detection Face Anti-Spoofing
Code Code Available 5 Ground Metric Learning on Graphs Nov 8, 2019 Metric Learning
Code Code Available 5 Robust Concept Erasure via Kernelized Rate-Distortion Maximization Nov 30, 2023 Attribute Metric Learning
Code Code Available 5 Robust Geometric Metric Learning Feb 23, 2022 Metric Learning
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 HSE: Hybrid Species Embedding for Deep Metric Learning Jan 1, 2023 Metric Learning
Code Code Available 5 Dam reservoir extraction from remote sensing imagery using tailored metric learning strategies Jul 12, 2022 Metric Learning Segmentation
Code Code Available 5 DAAL: Density-Aware Adaptive Line Margin Loss for Multi-Modal Deep Metric Learning Oct 7, 2024 Face Verification 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 Curvilinear Distance Metric Learning Dec 1, 2019 ARC Metric Learning
Code Code Available 5 