InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Nov 23, 2022 Dimensionality Reduction Image Retrieval
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 Merging datasets through deep learning Sep 5, 2018 Deep Learning Management
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 Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification Apr 22, 2022 Active Learning Metric Learning
Code Code Available 5 Learning Neural Models for End-to-End Clustering Jul 11, 2018 Clustering 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 Improved Embeddings with Easy Positive Triplet Mining Apr 8, 2019 Image Retrieval Metric Learning
Code Code Available 5 Deep Metric Learning Beyond Binary Supervision Apr 21, 2019 Image Captioning Image Retrieval
Code Code Available 5 Disambiguating Music Artists at Scale with Audio Metric Learning Oct 3, 2018 Clustering Metric Learning
Code Code Available 5 Metric Learning for Adversarial Robustness Sep 3, 2019 Adversarial Robustness Metric Learning
Code Code Available 5 Metric Learning for Dynamic Text Classification Nov 4, 2019 Classification General Classification
Code Code Available 5 Discrete Scale-invariant Metric Learning for Efficient Collaborative Filtering Jun 11, 2025 Collaborative Filtering Metric Learning
Code Code Available 5 Improving Generalization of Metric Learning via Listwise Self-distillation Jun 17, 2022 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 Adaptive Graph Convolutional Neural Networks Jan 10, 2018 Metric Learning
Code Code Available 5 IDEAL: Independent Domain Embedding Augmentation Learning May 21, 2021 Image Retrieval Metric Learning
Code Code Available 5 Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem Jul 10, 2020 Dimensionality Reduction Histopathological Image Classification
Code Code Available 5 Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification Oct 30, 2019 Domain Adaptation Few-Shot Image Classification
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 Human Motion Analysis with Deep Metric Learning Jul 30, 2018 Dynamic Time Warping Metric Learning
Code Code Available 5 Batch DropBlock Network for Person Re-identification and Beyond Nov 17, 2018 Image Retrieval Metric Learning
Code Code Available 5 Deep Meta Metric Learning Oct 1, 2019 Face Verification Metric Learning
Code Code Available 5 Disentangling by Subspace Diffusion Jun 23, 2020 Metric Learning Representation Learning
Code Code Available 5 Dissecting Deep Metric Learning Losses for Image-Text Retrieval Oct 21, 2022 Cross-Modal Retrieval Image-text matching
Code Code Available 5 Batch Decorrelation for Active Metric Learning May 20, 2020 Active Learning Diversity
Code Code Available 5 How Shift Equivariance Impacts Metric Learning for Instance Segmentation Jan 14, 2021 Decoder Instance Segmentation
Code Code Available 5 Multi-Level Correlation Network For Few-Shot Image Classification Dec 4, 2024 Few-Shot Image Classification image-classification
Code Code Available 5 HSE: Hybrid Species Embedding for Deep Metric Learning Jan 1, 2023 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 Deep Hashing via Householder Quantization Nov 7, 2023 Binarization Deep Hashing
Code Code Available 5 Heated-Up Softmax Embedding Sep 11, 2018 Metric Learning
Code Code Available 5 Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks Mar 7, 2017 Graph Similarity Metric Learning
Code Code Available 5 A Lower Bound of Hash Codes' Performance Oct 12, 2022 Metric Learning Representation Learning
Code Code Available 5 Distance-Ratio-Based Formulation for Metric Learning Jan 21, 2022 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 Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning Oct 23, 2020 3D Shape Retrieval 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 Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling Oct 23, 2023 Computational Efficiency Metric Learning
Code Code Available 5 Hard-Aware Deeply Cascaded Embedding Nov 17, 2016 Metric Learning Triplet
Code Code Available 5 Hardness-Aware Deep Metric Learning Mar 13, 2019 Image Retrieval 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 Ground Metric Learning on Graphs Nov 8, 2019 Metric Learning
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 DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space Jul 23, 2023 Change Detection Earth Observation
Code Code Available 5 MGNN: Graph Neural Networks Inspired by Distance Geometry Problem Jan 31, 2022 Combinatorial Optimization Metric Learning
Code Code Available 5 Divide and Conquer the Embedding Space for Metric Learning Jun 14, 2019 Clustering Metric Learning
Code Code Available 5 OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning Dec 5, 2017 General Classification image-classification
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 