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Kailin Tan

2 accepted papers

2023

WITT: A Wireless Image Transmission Transformer for Semantic Communications

ICASSP 2023accepted

In this paper, we aim to redesign the vision Transformer (ViT) as a new backbone to realize semantic image transmission, termed wireless image transmission transformer (WITT). Previous works build upon convolutional neural networks (CNNs), which are inefficient in capturing global dependencies, resu…

Cited by 0SourceScholar
2021

Neural Layered Min-Sum Decoding for Protograph LDPC Codes

ICASSP 2021accepted

In this paper, layered min-sum (MS) iterative decoding is formulated as a customized neural network following the sequential scheduling of check node (CN) updates. By virtue of the lifting structure of protograph low-density parity-check (LDPC) codes, identical network parameters are shared among al…

Cited by 0SourceScholar