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09/21/2023
Multi-level Asymmetric Contrastive Learning for Medical Image Segmentation Pre-training
Contrastive learning, which is a powerful technique for learning image-l...
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08/09/2023
Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation
End-to-end weakly supervised semantic segmentation aims at optimizing a ...
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03/15/2023
Interference-Aware Constellation Design for Z-Interference Channels with Imperfect CSI
A deep autoencoder (DAE)-based end-to-end communication over the two-use...
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11/24/2021
Complex Rotation-based Linear Precoding for Physical Layer Multicasting and SWIPT
With the goal of improving spectral efficiency, complex rotation-based p...
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11/03/2021
SVD-Embedded Deep Autoencoder for MIMO Communications
Using a deep autoencoder (DAE) for end-to-end communication in multiple-...
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07/06/2020
Multi-Objective DNN-based Precoder for MIMO Communications
This paper introduces a unified deep neural network (DNN)-based precoder...
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09/17/2019
Deep Learning based Precoding for the MIMO Gaussian Wiretap Channel
A novel precoding method based on supervised deep neural networks is int...
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08/02/2019