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metric learning

1189 papers

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Also known as

FTML UML MLKML ML SPD DML MNR

Co-occurring keywords

representation learning (6174) few-shot learning (3390) image retrieval (599) embedding learning (609) person re-identification (554) convolutional neural network (4216) contrastive learning (3979) triplet loss (192) feature embedding (312) feature learning (1309)

Papers

Cross-Layer and Cross-Sample Feature Optimization Network for Few-Shot Fine-Grained Image Classification AAAI 2024
Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species WACV 2024
Understanding the Role of the Projector in Knowledge Distillation AAAI 2024
Neural Embeddings for kNN Search in Biological Sequence AAAI 2024
SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity NIPS 2024
Yes, we CANN: Constrained Approximate Nearest Neighbors for Local Feature-Based Visual Localization ICCV 2023
Frequency Guidance Matters in Few-Shot Learning ICCV 2023
DLBD: A Self-Supervised Direct-Learned Binary Descriptor CVPR 2023
Retrieval-Augmented Few-shot Text Classification EMNLP 2023
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pre-training ICCV 2023
Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems INTERSPEECH 2023
Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval ICCV 2023
Open Anomalous Trajectory Recognition via Probabilistic Metric Learning IJCAI 2023
Exploring Temporal Concurrency for Video-Language Representation Learning ICCV 2023
Quantifying Character Similarity with Vision Transformers EMNLP 2023
Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search ICCV 2023
Generalized Sum Pooling for Metric Learning ICCV 2023
Learning Spatial-context-aware Global Visual Feature Representation for Instance Image Retrieval ICCV 2023
Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification ICCV 2023
Pairwise Similarity Learning is SimPLE ICCV 2023
UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis SEMEVAL 2023
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval ICCV 2023
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations ICCV 2023
Fair Neighbor Embedding ICML 2023