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08/23/2021
Image coding for machines: an end-to-end learned approach
Over recent years, deep learning-based computer vision systems have been...
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08/23/2021
Learned Image Coding for Machines: A Content-Adaptive Approach
Today, according to the Cisco Annual Internet Report (2018-2023), the fa...
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05/27/2019
Evolving Self-supervised Neural Networks: Autonomous Intelligence from Evolved Self-teaching
This paper presents a technique called evolving self-supervised neural n...
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12/06/2018
Theoretical Guarantees of Deep Embedding Losses Under Label Noise
Collecting labeled data to train deep neural networks is costly and even...
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07/10/2017