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06/06/2023
Constant Sequence Extension for Fast Search Using Weighted Hamming Distance
Representing visual data using compact binary codes is attracting increa...
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12/08/2022
Logit Clipping for Robust Learning against Label Noise
In the presence of noisy labels, designing robust loss functions is crit...
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05/30/2022
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection
Class-incremental learning (CIL) learns a classification model with trai...
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02/14/2022
Analytic Learning of Convolutional Neural Network For Pattern Recognition
Training convolutional neural networks (CNNs) with back-propagation (BP)...
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12/03/2020
Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization
Decoupled learning is a branch of model parallelism which parallelizes t...
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06/21/2019