conftrace_

deep metric learning

123 papers

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Also known as

DML

Co-occurring keywords

metric learning (1190) embedding learning (609) image retrieval (600) embedding space (298) representation learning (6206) feature embedding (312) triplet loss (192) contrastive learning (4032) hard negative mining (83) distance metric (84)

Papers

NeuroBridge: Few-Shot Cross-Modal Neuron Re-identification via Dual-Channel Deep Metric Learning WACV 2026
PEFT-DML: Parameter-Efficient Fine-Tuning Deep Metric Learning for Robust Multi-Modal 3D Object Detection in Autonomous Driving (Student Abstract) AAAI 2026
Deep Disentangled Metric Learning AAAI 2025
SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract) IJCAI 2025
Potential Field Based Deep Metric Learning CVPR 2025
GRAML: Goal Recognition As Metric Learning IJCAI 2025
Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025
FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025
Deep Metric Learning With Chance Constraints WACV 2024
ProcSim: Proxy-Based Confidence for Robust Similarity Learning WACV 2024
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NIPS 2024
Close Imitation of Expert Retouching for Black-and-White Photography CVPR 2024
WildlifeDatasets: An Open-Source Toolkit for Animal Re-Identification WACV 2024
Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation AAAI 2024
Relational Proxy Loss for Audio-Text based Keyword Spotting INTERSPEECH 2024
Learning for Transductive Threshold Calibration in Open-World Recognition CVPR 2024
Deep Metric Learning to Hierarchically Rank - An Application in Product Retrieval EMNLP 2023
Content-Based Music-Image Retrieval Using Self- and Cross-Modal Feature Embedding Memory WACV 2023
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images WACV 2023
Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning ICCV 2023
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning CVPR 2023
Deep Uniformly Distributed Centers on a Hypersphere for Open Set Recognition ACML 2023
Developing the Wheel Image Similarity Application with Deep Metric Learning: Hyundai Motor Company Case AAAI 2023
Semantic Frame Induction with Deep Metric Learning EACL 2023
Large-to-Small Image Resolution Asymmetry in Deep Metric Learning WACV 2023