Polarized Dropout: A Novel Deep Joint Source Channel Coding Scheme for Erasure Channels
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DOI: 10.1109/lcomm.2024.3422176
Abstract: This letter investigates the challenges encountered by deep joint source-channel coding in erasure channels. We explore the effectiveness of the widely adopted dropout technique in endowing deep neural networks with resilience against erasures. However, directly… read more here.
Keywords: joint source; channel coding; polarized dropout; deep joint ... See more keywords