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NNTrainer: Light-Weight On-Device Training Framework


Jun 09, 2022
Ji Joong Moon, Parichay Kapoor, Ji Hoon Lee, Myung Joo Ham, Hyun Suk Lee


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NNStreamer: Efficient and Agile Development of On-Device AI Systems


Jan 16, 2021
MyungJoo Ham, Jijoong Moon, Geunsik Lim, Jaeyun Jung, Hyoungjoo Ahn, Wook Song, Sangjung Woo, Parichay Kapoor, Dongju Chae, Gichan Jang, Yongjoo Ahn, Jihoon Lee

* IEEE/ACM ICSE 2021 SEIP (preprint) 

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Structured Compression by Unstructured Pruning for Sparse Quantized Neural Networks


May 24, 2019
Se Jung Kwon, Dongsoo Lee, Byeongwook Kim, Parichay Kapoor, Baeseong Park, Gu-Yeon Wei


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Network Pruning for Low-Rank Binary Indexing


May 14, 2019
Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Parichay Kapoor, Gu-Yeon Wei


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DeepTwist: Learning Model Compression via Occasional Weight Distortion


Oct 30, 2018
Dongsoo Lee, Parichay Kapoor, Byeongwook Kim


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A method of limiting performance loss of CNNs in noisy environments


Feb 03, 2017
James R. Geraci, Parichay Kapoor


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