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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 Invariant Representations of Social Media Users IJCNLP 2019
End-to-End Losses Based on Speaker Basis Vectors and All-Speaker Hard Negative Mining for Speaker Verification INTERSPEECH 2019
Mitigating Uncertainty in Document Classification NAACL 2019
Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems IJCNLP 2019
TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning ICML 2019
Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment ICML 2019
Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration AAAI 2019
Dual-View Ranking with Hardness Assessment for Zero-Shot Learning AAAI 2019
Spatial-Temporal Person Re-Identification AAAI 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects ICML 2019
Metric Learning for Dynamic Text Classification EMNLP 2019
TIGEr: Text-to-Image Grounding for Image Caption Evaluation EMNLP 2019
Class-Wise Centroid Distance Metric Learning for Acoustic Event Detection INTERSPEECH 2019
Learning Distance for Sequences by Learning a Ground Metric ICML 2019
Variation Generalized Feature Learning via Intra-view Variation Adaptation IJCAI 2019
CoSegNet: Image Co-segmentation using a Conditional Siamese Convolutional Network IJCAI 2019
Rethinking Loss Design for Large-scale 3D Shape Retrieval IJCAI 2019
Action Space Learning for Heterogeneous User Behavior Prediction IJCAI 2019
Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss IJCAI 2019
Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities IJCAI 2019
Deep Embedding Learning With Discriminative Sampling Policy CVPR 2019
Learning Robust Distance Metric with Side Information via Ratio Minimization of Orthogonally Constrained L21-Norm Distances IJCAI 2019
Triplet Enhanced AutoEncoder: Model-free Discriminative Network Embedding IJCAI 2019
Refining Word Representations by Manifold Learning IJCAI 2019
Curvilinear Distance Metric Learning NIPS 2019