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Vishrant Tripathi

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#machine learning Preprint Sep 2026

MaskCode: Mask Transformer for Feedback-Assisted Coding With Linear Block Codes

MaskCode is proposed, a Transformer-based inner feedback code for concatenated coding systems, which explicitly incorporates structural knowledge of the outer linear block code into the inner feedback encoder design via two synergistic mechanisms: a soft syndrome-based input that informs the encoder about potential parity constraint violations, and a code-aware attention mask derived from the Tanner graph.

Jonggyu Jang, Hongjae Nam, Vishrant Tripathi et al. · 0 citations

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