Nonlinear Metric Learning through Geodesic Interpolation within Lie Groups May 12, 2018 General Classification Metric Learning
— Unverified Non-rigid 3D shape retrieval based on multi-view metric learning Mar 20, 2019 3D Shape Classification 3D Shape Retrieval
— Unverified Nonstationary Distance Metric Learning Mar 11, 2016 Clustering Metric Learning
— Unverified No Pairs Left Behind: Improving Metric Learning with Regularized Triplet Objective Oct 18, 2022 Metric Learning Triplet
— Unverified Normalized Human Pose Features for Human Action Video Alignment Jan 1, 2021 Action Recognition Metric Learning
— Unverified Object Detection in Aerial Images in Scarce Data Regimes Oct 16, 2023 Few-Shot Object Detection Metric Learning
— Unverified Offline Goal-Conditioned Reinforcement Learning with Projective Quasimetric Planning Jun 23, 2025 Metric Learning reinforcement-learning
— Unverified On deep speaker embeddings for text-independent speaker recognition Apr 26, 2018 General Classification Metric Learning
— Unverified One-Shot Image Classification by Learning to Restore Prototypes May 4, 2020 Classification General Classification
— Unverified One-Shot Metric Learning for Person Re-Identification Jul 1, 2017 Metric Learning One-Shot Learning
— Unverified On Learning Density Aware Embeddings Apr 8, 2019 Face Recognition Metric Learning
— Unverified On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning Apr 23, 2022 Compositional Zero-Shot Learning Image Retrieval
— Unverified Online convex optimization and no-regret learning: Algorithms, guarantees and applications Apr 12, 2018 Metric Learning
— Unverified Online Deep Metric Learning via Mutual Distillation Mar 10, 2022 Metric Learning
— Unverified In Defense of the Classification Loss for Person Re-Identification Sep 16, 2018 Classification General Classification
Code Code Available In Defense of the Triplet Loss for Person Re-Identification Mar 22, 2017 General Classification Metric Learning
Code Code Available InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Nov 23, 2022 Dimensionality Reduction Image Retrieval
Code Code Available Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning May 22, 2018 Few-Shot Learning Metric Learning
Code Code Available Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling Jul 16, 2023 Metric Learning
Code Code Available MVP Matching: A Maximum-Value Perfect Matching for Mining Hard Samples, With Application to Person Re-Identification Oct 1, 2019 Metric Learning Person Re-Identification
Code Code Available Inspecting class hierarchies in classification-based metric learning models Jan 26, 2023 Classification Metric Learning
Code Code Available Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences Jan 19, 2024 Contrastive Learning Few-Shot Learning
Code Code Available Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation Nov 24, 2024 3D Semantic Segmentation Active Learning
Code Code Available 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 NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal Embeddings Jan 7, 2023 Cross-Modal Retrieval Image-text Retrieval
Code Code Available NBC-Softmax : Darkweb Author fingerprinting and migration tracking Dec 15, 2022 Metric Learning Style Detection
Code Code Available A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection Mar 1, 2024 Change Detection Metric Learning
Code Code Available Improving Generalization of Metric Learning via Listwise Self-distillation Jun 17, 2022 Metric Learning
Code Code Available Adaptive Graph Convolutional Neural Networks Jan 10, 2018 Metric Learning
Code Code Available Episode Adaptive Embedding Networks for Few-shot Learning Jun 17, 2021 Few-Shot Learning Metric Learning
Code Code Available Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning Oct 1, 2019 Few-Shot Learning Metric Learning
Code Code Available Interval Bound Interpolation for Few-shot Learning with Few Tasks Apr 7, 2022 Few-Shot Learning Meta-Learning
Code Code Available Improving Collaborative Metric Learning with Efficient Negative Sampling Sep 24, 2019 Change Detection Face Recognition
Code Code Available Improved Embeddings with Easy Positive Triplet Mining Apr 8, 2019 Image Retrieval Metric Learning
Code Code Available IDEAL: Independent Domain Embedding Augmentation Learning May 21, 2021 Image Retrieval Metric Learning
Code Code Available IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Oct 26, 2022 Contrastive Learning Image Segmentation
Code Code Available 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 Ensemble of Loss Functions to Improve Generalizability of Deep Metric Learning methods Jul 2, 2021 Metric Learning Zero-Shot Learning
Code Code Available Visual Explanation for Deep Metric Learning Sep 27, 2019 Metric Learning Retrieval
Code Code Available DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space Jul 23, 2023 Change Detection Earth Observation
Code Code Available Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity May 25, 2019 Metric Learning Out-of-Distribution Detection
Code Code Available Human Motion Analysis with Deep Metric Learning Jul 30, 2018 Dynamic Time Warping Metric Learning
Code Code Available Collaborative Residual Metric Learning Apr 17, 2023 Collaborative Filtering Metric Learning
Code Code Available Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection Jan 19, 2025 Face Recognition Image Retrieval
Code Code Available Toward Tweet Entity Linking with Heterogeneous Information Networks Mar 23, 2021 Entity Linking Metric Learning
Code Code Available Collaborative Metric Learning Apr 1, 2017 Collaborative Filtering Metric Learning
Code Code Available Joint Learning of Graph Representation and Node Features in Graph Convolutional Neural Networks Sep 11, 2019 Graph Learning Metric Learning
Code Code Available Enhancing Factorization Machines with Generalized Metric Learning Jun 20, 2020 Attribute Metric Learning
Code Code Available HSE: Hybrid Species Embedding for Deep Metric Learning Jan 1, 2023 Metric Learning
Code Code Available Emotion-aware Dual Cross-Attentive Neural Network with Label Fusion for Stance Detection in Misinformative Social Media Content May 27, 2025 Metric Learning Misinformation
Code Code Available 