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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

Learning to Hash Naturally Sorts IJCAI 2022
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions NIPS 2022
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NIPS 2022
Visual Similarity Attention IJCAI 2022
GREED: A Neural Framework for Learning Graph Distance Functions NIPS 2022
Faster Algorithms for Learning Convex Functions ICML 2022
Tree Mover's Distance: Bridging Graph Metrics and Stability of Graph Neural Networks NIPS 2022
TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition AAAI 2022
Few-Shot Object Detection With Fully Cross-Transformer CVPR 2022
Fine-Grained Predicates Learning for Scene Graph Generation CVPR 2022
Self-Taught Metric Learning Without Labels CVPR 2022
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NIPS 2022
Matching Feature Sets for Few-Shot Image Classification CVPR 2022
Geometric Order Learning for Rank Estimation NIPS 2022
One for All: Simultaneous Metric and Preference Learning over Multiple Users NIPS 2022
Distributionally robust weighted k-nearest neighbors NIPS 2022
Acoustic Feature Shuffling Network for Text-independent Speaker Verification INTERSPEECH 2022
Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning CVPR 2022
Learning To Affiliate: Mutual Centralized Learning for Few-Shot Classification CVPR 2022
Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings INTERSPEECH 2022
Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022
On Metric Learning for Audio-Text Cross-Modal Retrieval INTERSPEECH 2022
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches INTERSPEECH 2022
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022
MAPS: Multimodal Attention for Product Similarity WACV 2022