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01/22/2022
Visual Representation Learning with Self-Supervised Attention for Low-Label High-data Regime
Self-supervision has shown outstanding results for natural language proc...
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12/01/2020
Towards Good Practices in Self-supervised Representation Learning
Self-supervised representation learning has seen remarkable progress in ...
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06/25/2020
Adaptive additive classification-based loss for deep metric learning
Recent works have shown that deep metric learning algorithms can benefit...
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06/08/2020
Calibrated neighborhood aware confidence measure for deep metric learning
Deep metric learning has gained promising improvement in recent years fo...
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11/28/2019
Unbiased Evaluation of Deep Metric Learning Algorithms
Deep metric learning (DML) is a popular approach for images retrieval, s...
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11/19/2018