DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks Article Swipe

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Hassan Dbouk , Hetul Sanghvi , Mahesh Mehendale , Naresh R. Shanbhag ·

YOU? · · 2020 · Open Access · · DOI: https://doi.org/10.1007/978-3-030-58583-9_6

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Computer science Differentiable function Deep neural networks Artificial neural network Deep learning Quantization (signal processing) Benchmark (surveying) Overhead (engineering) Artificial intelligence Replicate Software deployment Computer engineering Distributed computing Algorithm Software engineering Mathematics Mathematical analysis Geodesy Statistics Operating system Geography

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Type: preprint
Language: en
Landing Page: https://doi.org/10.1007/978-3-030-58583-9_6
OA Status: green
Cited By: 1
References: 24
Related Works: 20
OpenAlex ID: https://openalex.org/W3046620354

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OpenAlex ID: https://openalex.org/W3046620354

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DOI: https://doi.org/10.1007/978-3-030-58583-9_6

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Title: DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks

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Type: preprint

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Language: en

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Publication year: 2020

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Publication date: 2020-01-01

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Authors: Hassan Dbouk, Hetul Sanghvi, Mahesh Mehendale, Naresh R. Shanbhag

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Landing page: https://doi.org/10.1007/978-3-030-58583-9_6

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OA URL: https://arxiv.org/pdf/2007.09818

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Concepts: Computer science, Differentiable function, Deep neural networks, Artificial neural network, Deep learning, Quantization (signal processing), Benchmark (surveying), Overhead (engineering), Artificial intelligence, Replicate, Software deployment, Computer engineering, Distributed computing, Algorithm, Software engineering, Mathematics, Mathematical analysis, Geodesy, Statistics, Operating system, Geography

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Cited by: 1

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referenced_works	https://openalex.org/W6631448583, https://openalex.org/W3015567449, https://openalex.org/W2194775991, https://openalex.org/W6630758607, https://openalex.org/W2963993763, https://openalex.org/W6679338098, https://openalex.org/W2963122961, https://openalex.org/W3118608800, https://openalex.org/W6603692524, https://openalex.org/W1861492603, https://openalex.org/W2883780447, https://openalex.org/W6756040250, https://openalex.org/W2300242332, https://openalex.org/W2117539524, https://openalex.org/W2890311316, https://openalex.org/W2963163009, https://openalex.org/W2790621718, https://openalex.org/W2995738369, https://openalex.org/W2982479999, https://openalex.org/W6770625286, https://openalex.org/W2884150179, https://openalex.org/W2963125010, https://openalex.org/W2799238091, https://openalex.org/W6628107832
referenced_works_count	24
abstract_inverted_index
cited_by_percentile_year.max	95
cited_by_percentile_year.min	91
countries_distinct_count	1
institutions_distinct_count	4
citation_normalized_percentile.value	0.14643347
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False