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similarity learning

124 papers

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metric learning (1189) representation learning (6174) embedding learning (609) image retrieval (599) feature embedding (312) unsupervised learning (3255) convolutional neural network (4216) contrastive learning (3979) person re-identification (554) deep metric learning (123)

Papers

Joint Contrastive Learning with Infinite Possibilities NIPS 2020
Weakly Supervised Temporal Action Localization Using Deep Metric Learning WACV 2020
ECNU at SemEval-2020 Task 7: Assessing Humor in Edited News Headlines Using BiLSTM with Attention SEMEVAL 2020
Active Ordinal Querying for Tuplewise Similarity Learning AAAI 2020
Proximity Preserving Binary Code Using Signed Graph-Cut AAAI 2020
Unsupervised Person Re-Identification via Softened Similarity Learning CVPR 2020
BERT-based similarity learning for product matching COLING 2020
Cross-Lingual Document Retrieval with Smooth Learning COLING 2020
Character aware models with similarity learning for metaphor detection ACL 2020
Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ACL 2020
Few-Shot Learning via Saliency-Guided Hallucination of Samples CVPR 2019
Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering AAAI 2019
Neural Similarity Learning NIPS 2019
Similarity Learning via Kernel Preserving Embedding AAAI 2019
Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019
A Compact Embedding for Facial Expression Similarity CVPR 2019
Learning Similarity Conditions Without Explicit Supervision ICCV 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects ICML 2019
End-to-End Multi-Perspective Matching for Entity Resolution IJCAI 2019
Who wrote this book? A challenge for e-commerce EMNLP 2019
Similarity Based Auxiliary Classifier for Named Entity Recognition IJCNLP 2019
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability AISTATS 2019
Ranked List Loss for Deep Metric Learning CVPR 2019
Deep Metric Learning Beyond Binary Supervision CVPR 2019
Query-Guided End-To-End Person Search CVPR 2019