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Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes


Jan 16, 2023
Mohammad Vahid Jamali, Xiyang Liu, Ashok Vardhan Makkuva, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath

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* arXiv admin note: substantial text overlap with arXiv:2102.01671 

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CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family


Oct 01, 2022
S Ashwin Hebbar, Viraj Nadkarni, Ashok Vardhan Makkuva, Suma Bhat, Sewoong Oh, Pramod Viswanath

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* 24 pages, 23 figures 

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TinyTurbo: Efficient Turbo Decoders on Edge


Sep 30, 2022
S Ashwin Hebbar, Rajesh K Mishra, Sravan Kumar Ankireddy, Ashok V Makkuva, Hyeji Kim, Pramod Viswanath

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* "TinyTurbo: Efficient Turbo Decoders on Edge," 2022 IEEE International Symposium on Information Theory (ISIT), 2022, pp. 2797-2802 
* 10 pages, 6 figures. Published at the 2022 IEEE International Symposium on Information Theory (ISIT) 

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KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning


Aug 29, 2021
Ashok Vardhan Makkuva, Xiyang Liu, Mohammad Vahid Jamali, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath

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Enriching Word Embeddings with Temporal and Spatial Information


Oct 02, 2020
Hongyu Gong, Suma Bhat, Pramod Viswanath

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Deepcode and Modulo-SK are Designed for Different Settings


Aug 18, 2020
Hyeji Kim, Yihan Jiang, Sreeram Kannan, Sewoong Oh, Pramod Viswanath

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Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels


Nov 08, 2019
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath

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Learning in Gated Neural Networks


Jun 06, 2019
Ashok Vardhan Makkuva, Sewoong Oh, Sreeram Kannan, Pramod Viswanath

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Context-Sensitive Malicious Spelling Error Correction


Jan 23, 2019
Hongyu Gong, Yuchen Li, Suma Bhat, Pramod Viswanath

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LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks


Nov 30, 2018
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath

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