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06/11/2020
Improving Deep Metric Learning with Virtual Classes and Examples Mining
In deep metric learning, the training procedure relies on sampling infor...
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04/30/2020
DIABLO: Dictionary-based Attention Block for Deep Metric Learning
Recent breakthroughs in representation learning of unseen classes and ex...
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08/07/2019
Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings
Learning an effective similarity measure between image representations i...
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06/05/2019
Efficient Codebook and Factorization for Second Order Representation Learning
Learning rich and compact representations is an open topic in many field...
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10/23/2018
Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach
We propose a statistical framework for clustering multiple time series t...
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06/23/2018