--- references: - id: CaiOnceforAll2020 accessed: - year: 2020 month: 7 day: 9 author: - family: Cai given: Han - family: Gan given: Chuang - family: Wang given: Tianzhe - family: Zhang given: Zhekai - family: Han given: Song citation-key: CaiOnceforAll2020 event-title: International Conference on Learning Representations issued: - year: 2020 month: 4 day: 29 title: 'Once-for-All: Train One Network and Specialize it for Efficient Deployment' type: paper-conference URL: http://arxiv.org/abs/1908.09791 - id: ChengSurvey2017 accessed: - year: 2018 month: 3 day: 23 author: - family: Cheng given: Yu - family: Wang given: Duo - family: Zhou given: Pan - family: Zhang given: Tao citation-key: ChengSurvey2017 container-title: arXiv:1710.09282 [cs] issued: - year: 2017 month: 10 day: 23 title: A Survey of Model Compression and Acceleration for Deep Neural Networks type: article-journal URL: http://arxiv.org/abs/1710.09282 - id: ChenNet2Net2015 accessed: - year: 2016 month: 7 day: 4 author: - family: Chen given: Tianqi - family: Goodfellow given: Ian - family: Shlens given: Jonathon citation-key: ChenNet2Net2015 container-title: arXiv:1511.05641 [cs] issued: - year: 2015 month: 11 day: 17 title: 'Net2Net: Accelerating Learning via Knowledge Transfer' type: article-journal URL: http://arxiv.org/abs/1511.05641 - id: CohnEELBERT2023 accessed: - year: 2023 month: 12 day: 3 author: - family: Cohn given: Gabrielle - family: Agarwal given: Rishika - family: Gupta given: Deepanshu - family: Patwardhan given: Siddharth citation-key: CohnEELBERT2023 DOI: 10.48550/arXiv.2310.20144 event-title: EMNLP 2023 issued: - year: 2023 month: 10 day: 30 publisher: arXiv title: 'EELBERT: Tiny Models through Dynamic Embeddings' type: paper-conference URL: http://arxiv.org/abs/2310.20144 - id: HeAMC2019 accessed: - year: 2020 month: 6 day: 9 author: - family: He given: Yihui - family: Lin given: Ji - family: Liu given: Zhijian - family: Wang given: Hanrui - family: Li given: Li-Jia - family: Han given: Song citation-key: HeAMC2019 container-title: arXiv:1802.03494 [cs] issued: - year: 2019 month: 1 day: 15 language: en title: 'AMC: AutoML for Model Compression and Acceleration on Mobile Devices' type: article-journal URL: http://arxiv.org/abs/1802.03494 - id: HowardMobileNets2017 accessed: - year: 2017 month: 6 day: 21 author: - family: Howard given: Andrew G. - family: Zhu given: Menglong - family: Chen given: Bo - family: Kalenichenko given: Dmitry - family: Wang given: Weijun - family: Weyand given: Tobias - family: Andreetto given: Marco - family: Adam given: Hartwig citation-key: HowardMobileNets2017 container-title: arXiv:1704.04861 [cs] issued: - year: 2017 month: 4 day: 16 title: >- MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications type: article-journal URL: http://arxiv.org/abs/1704.04861 - id: RothProbabilistic2021 accessed: - year: 2024 month: 2 day: 7 author: - family: Roth given: Wolfgang citation-key: RothProbabilistic2021 issued: - year: 2021 title: Probabilistic Methods for Resource Efficiency in Machine Learning type: thesis URL: https://download.spsc.tugraz.at/thesis/thesis-wroth.pdf - id: ShiFunctional2016 accessed: - year: 2016 month: 8 day: 30 author: - family: Shi given: Lei - family: Feng given: Shikun - family: ZhifanZhu given: '' citation-key: ShiFunctional2016 container-title: arXiv:1605.06560 [cs] issued: - year: 2016 month: 5 day: 20 title: Functional Hashing for Compressing Neural Networks type: article-journal URL: http://arxiv.org/abs/1605.06560 - id: WaltsburgerNeural2023 accessed: - year: 2024 month: 2 day: 7 author: - family: Waltsburger given: Hugo - family: Libessart given: Erwan - family: Ren given: Chengfang - family: Kolar given: Anthony - family: Guinvarc'h given: RĂ©gis citation-key: WaltsburgerNeural2023 container-title: 2023 IEEE International Symposium on Circuits and Systems (ISCAS) DOI: 10.1109/ISCAS46773.2023.10181766 event-title: 2023 IEEE International Symposium on Circuits and Systems (ISCAS) ISSN: 2158-1525 issued: - year: 2023 month: 5 page: 1-5 title: Neural network scoring for efficient computing type: paper-conference - id: WangPacking2019 author: - family: Wang given: Yunhe - family: Xu given: Chang - family: Xu given: Chao - family: Tao given: Dacheng citation-key: WangPacking2019 container-title: IEEE transactions on pattern analysis and machine intelligence container-title-short: IEEE Trans Pattern Anal Mach Intell DOI: 10.1109/TPAMI.2018.2857824 ISSN: 1939-3539 issue: '10' issued: - year: 2019 month: 10 language: eng page: 2495-2510 PMID: '30028693' title: Packing Convolutional Neural Networks in the Frequency Domain type: article-journal volume: '41' - id: WardenTinyML2020 author: - family: Warden given: Pete - family: Situnayake given: Daniel citation-key: WardenTinyML2020 ISBN: 978-1-4920-5204-3 issued: - year: 2020 language: en number-of-pages: '484' publisher: O'Reilly Media, Incorporated title: >- TinyML: Machine Learning with TensorFlow Lite on Arduino and Ultra-low-power Microcontrollers type: book ...