Concepedia

Himanshu Asnani

HA

22

Publications

632

Citations

14

H-Index

2009

Active since

Affiliations

University of Washington(Current)

Stanford University

Ben-Gurion University of the Negev

Samsung (United Kingdom)

University of Illinois Urbana-Champaign

Himanshu Asnani is an author at University of Washington specializing in computer science, engineering, and signal processing.

Top concepts

EngineeringComputer ScienceSignal ProcessingMachine LearningComputer EngineeringInformationCoding TheoryDeep LearningChannel CodingData Science

Publications per year

2009–2021

22

Publications

22

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

Yihan Jiang, Hyeji Kim, Himanshu Asnani et al. · arXiv (Cornell University) · 2019 · 84 citations · Full text

DEEPTURBO: Deep Turbo Decoder

Yihan Jiang, Sreeram Kannan, Hyeji Kim et al. · 2019 · 60 citations

Engineering, Machine Learning, Novel Deep Learning +13

ClusterGAN: Latent Space Clustering in Generative Adversarial Networks

Sudipto Mukherjee, Himanshu Asnani, Eugene Lin et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 59 citations · Full text

Engineering, Machine Learning, Data Science +12

QualComp: a new lossy compressor for quality scores based on rate distortion theory

Idoia Ochoa, Himanshu Asnani, Dinesh Bharadia et al. · BMC Bioinformatics · 2013 · 55 citations · Full text

MIND: Model Independent Neural Decoder

Yihan Jiang, Hyeji Kim, Himanshu Asnani et al. · 2019 · 46 citations

Llm Fine-tuning, Engineering, Machine Learning +17

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