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04/16/2022
Visual Attention Methods in Deep Learning: An In-Depth Survey
Inspired by the human cognitive system, attention is a mechanism that im...
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03/24/2022
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation
3D human pose estimation can be handled by encoding the geometric depend...
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07/23/2021
Learning Discriminative Representations for Multi-Label Image Recognition
Multi-label recognition is a fundamental, and yet is a challenging task ...
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12/08/2020
Mitigating the Impact of Adversarial Attacks in Very Deep Networks
Deep Neural Network (DNN) models have vulnerabilities related to securit...
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12/08/2020
A Deep Marginal-Contrastive Defense against Adversarial Attacks on 1D Models
Deep learning algorithms have been recently targeted by attackers due to...
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07/18/2018