Continual Learning of Object Instances Apr 22, 2020 Continual Learning Metric Learning
Code Code Available 1st Place Solution to Google Landmark Retrieval 2020 Aug 24, 2020 Metric Learning Retrieval
Code Code Available Cross-Batch Memory for Embedding Learning Dec 14, 2019 GPU Image Retrieval
Code Code Available Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies Oct 26, 2020 General Classification Graph Classification
Code Code Available Deep Metric Learning by Online Soft Mining and Class-Aware Attention Nov 4, 2018 Metric Learning Person Re-Identification
Code Code Available DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning Apr 28, 2020 Metric Learning
Code Code Available ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification May 28, 2020 Few-Shot Image Classification Fine-Grained Image Recognition
Code Code Available Deformation-Aware 3D Model Embedding and Retrieval Apr 2, 2020 3D Object Reconstruction Metric Learning
Code Code Available GSV-Cities: Toward Appropriate Supervised Visual Place Recognition Oct 19, 2022 Image Retrieval Metric Learning
Code Code Available Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval Feb 27, 2018 General Classification image-classification
Code Code Available Contrastive Bayesian Analysis for Deep Metric Learning Oct 10, 2022 Contrastive Learning Metric Learning
Code Code Available Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification Oct 22, 2021 Classification Graph Neural Network
Code Code Available Contrastive Learning with Hard Negative Samples Oct 9, 2020 Contrastive Learning Metric Learning
Code Code Available Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization Sep 16, 2020 Autonomous Driving Contrastive Learning
Code Code Available Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation Jul 30, 2020 Clustering Instance Segmentation
Code Code Available Dynamic Metric Learning: Towards a Scalable Metric Space to Accommodate Multiple Semantic Scales Mar 22, 2021 Metric Learning
Code Code Available DAS: Densely-Anchored Sampling for Deep Metric Learning Jul 30, 2022 Face Recognition Image Retrieval
Code Code Available COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition Oct 1, 2022 Contrastive Learning few-shot-ner
Code Code Available Embedding Transfer with Label Relaxation for Improved Metric Learning Mar 27, 2021 Knowledge Distillation Metric Learning
Code Code Available Emotion-Based End-to-End Matching Between Image and Music in Valence-Arousal Space Aug 22, 2020 Metric Learning
Code Code Available A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings Dec 1, 2020 Lexical Entailment Metric Learning
— Unverified Context-Aware Siamese Networks for Efficient Emotion Recognition in Conversation Apr 17, 2024 Emotion Classification Emotion Recognition
— Unverified Deep Metric Learning with Soft Orthogonal Proxies Jun 22, 2023 Image Retrieval Metric Learning
— Unverified Relaxed N-Pairs Loss for Context-Aware Recommendations of Television Content Feb 4, 2020 Metric Learning
— Unverified Are encoders able to learn landmarkers for warm-starting of Hyperparameter Optimization? Jul 16, 2025 Hyperparameter Optimization Meta-Learning
— Unverified Active Learning based on Data Uncertainty and Model Sensitivity Aug 6, 2018 Active Learning Metric Learning
— Unverified Deep Metric Learning with Spherical Embedding Nov 5, 2020 Face Recognition Metric Learning
— Unverified Content-Based Brain Tumor Retrieval for MR Images Using Transfer Learning Jan 4, 2019 Content-Based Image Retrieval Image Retrieval
— Unverified Construct Informative Triplet with Two-stage Hard-sample Generation Dec 4, 2021 Generative Adversarial Network Metric Learning
— Unverified A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization Jul 18, 2018 Metric Learning
— Unverified Constraint Selection in Metric Learning Dec 14, 2016 Metric Learning
— Unverified Constrained Deep Metric Learning for Person Re-identification Nov 24, 2015 Metric Learning Person Re-Identification
— Unverified A Probabilistic approach for Learning Embeddings without Supervision Dec 17, 2019 Clustering Metric Learning
— Unverified Adversarial Metric Learning Feb 9, 2018 Metric Learning
— Unverified Deep Metric Learning With Tuplet Margin Loss Oct 1, 2019 Metric Learning Triplet
— Unverified Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding May 25, 2019 Few-Shot Learning Metric Learning
— Unverified Exploiting Global Camera Network Constraints for Unsupervised Video Person Re-identification Aug 27, 2019 Graph Matching Metric Learning
— Unverified A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives Feb 25, 2021 Contrastive Learning Language Modeling
— Unverified ConceptBeam: Concept Driven Target Speech Extraction Jul 25, 2022 Metric Learning Speech Extraction
— Unverified Computer Vision and Metrics Learning for Hypothesis Testing: An Application of Q-Q Plot for Normality Test Jan 23, 2019 Dimensionality Reduction Metric Learning
— Unverified Deep Metric Learning with Hierarchical Triplet Loss Oct 16, 2018 Face Recognition Image Retrieval
— Unverified Compare learning: bi-attention network for few-shot learning Mar 25, 2022 Few-Shot Learning Metric Learning
— Unverified APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation Nov 24, 2021 Few-Shot Semantic Segmentation Metric Learning
— Unverified Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization Dec 1, 2012 Distributed Optimization Metric Learning
— Unverified Action Quality Assessment using Siamese Network-Based Deep Metric Learning Feb 27, 2020 Action Quality Assessment Metric Learning
— Unverified 3D Point Cloud Enhancement using Graph-Modelled Multiview Depth Measurements Feb 11, 2020 3D geometry Denoising
— Unverified Deep Metric Learning with Locality Sensitive Angular Loss for Self-Correcting Source Separation of Neural Spiking Signals Oct 13, 2021 Metric Learning Time Series
— Unverified Deep Metric Multi-View Hashing for Multimedia Retrieval Apr 13, 2023 Metric Learning Retrieval
— Unverified Creating Ensembles of Classifiers through UMDA for Aerial Scene Classification Mar 20, 2023 Aerial Scene Classification Classification
— Unverified A Novel User Representation Paradigm for Making Personalized Candidate Retrieval Jul 15, 2019 Metric Learning Retrieval
— Unverified 