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Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems.

Y. Matsubara, D. Callegaro, S. Baidya, M. Levorato, and S. Singh. IEEE Access, (2020)

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Hisako Matsubara

Mitsuhiro Matsubara

Yuri Matsubara

Other publications of authors with the same name

torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation.Y. Matsubara. CoRR, (2020)Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems.Y. Matsubara, D. Callegaro, S. Baidya, M. Levorato, and S. Singh. IEEE Access, (2020)torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP.Y. Matsubara. CoRR, (2023)Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges.Y. Matsubara, M. Levorato, and F. Restuccia. ACM Comput. Surv., 55 (5): 90:1-90:30 (2023)BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing.Y. Matsubara, D. Callegaro, S. Singh, M. Levorato, and F. Restuccia. WoWMoM, page 337-346. IEEE, (2022)Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems.Y. Matsubara, L. Soldaini, E. Lind, and A. Moschitti. EMNLP (Findings), page 7259-7272. Association for Computational Linguistics, (2022)Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems.Y. Matsubara, S. Baidya, D. Callegaro, M. Levorato, and S. Singh. HotEdgeVideo@MobiCom, page 21-26. ACM, (2019)SC2 Benchmark: Supervised Compression for Split Computing.Y. Matsubara, R. Yang, M. Levorato, and S. Mandt. Trans. Mach. Learn. Res., (2023)COVIDLies: Detecting COVID-19 Misinformation on Social Media.T. Hossain, R. IV, A. Ugarte, Y. Matsubara, S. Young, and S. Singh. NLP4COVID@EMNLP, Association for Computational Linguistics, (2020)Supervised Compression for Resource-Constrained Edge Computing Systems.Y. Matsubara, R. Yang, M. Levorato, and S. Mandt. WACV, page 923-933. IEEE, (2022)

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Disambiguation of "Matsubara, Yoshitomo"

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Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems.

Please choose a person to relate this publication to

Hisako Matsubara

Mitsuhiro Matsubara

Yuri Matsubara

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Matsubara, Yoshitomo"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems.

Please choose a person to relate this publication to

Hisako Matsubara

Mitsuhiro Matsubara

Yuri Matsubara

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems.