deep metric learning

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 Adversarial Deep Metric Learning for Cross-Modal Audio-Text Alignment in Open-Vocabulary Keyword Spotting Interspeech 2025 Deep Disentangled Metric Learning AAAI 2025 Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025 FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025 GRAML: Goal Recognition As Metric Learning IJCAI 2025 Potential Field Based Deep Metric Learning CVPR 2025 SEE: Spherical Embedding Expansion for Improving Deep Metric Learning (Extended Abstract) IJCAI 2025 Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion Interspeech 2025 Close Imitation of Expert Retouching for Black-and-White Photography CVPR 2024 Deep Metric Learning With Chance Constraints WACV 2024 How Classification Baseline Works for Deep Metric Learning: A Perspective of Metric Space ACML 2024 Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NeurIPS 2024 Learning for Transductive Threshold Calibration in Open-World Recognition CVPR 2024 Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning ICLR 2024 Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem ICLR 2024 ProcSim: Proxy-Based Confidence for Robust Similarity Learning WACV 2024 Relational Proxy Loss for Audio-Text based Keyword Spotting Interspeech 2024 Threshold-Consistent Margin Loss for Open-World Deep Metric Learning ICLR 2024 Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation AAAI 2024 WildlifeDatasets: An Open-Source Toolkit for Animal Re-Identification WACV 2024 Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction ACL 2023 AdaMS: Deep Metric Learning with Adaptive Margin and Adaptive Scale for Acoustic Word Discrimination Interspeech 2023 Advancing Deep Metric Learning With Adversarial Robustness ACML 2023