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ORCIDEdgar Liberis
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2020 – today
- 2022
[j2]Edgar Liberis
, Nicholas D. Lane:
Differentiable Neural Network Pruning to Enable Smart Applications on Microcontrollers. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 171:1-171:19 (2022)- [c4]Filip Svoboda, Javier Fernández-Marqués, Edgar Liberis, Nicholas D. Lane:
Deep learning on microcontrollers: a study on deployment costs and challenges. EuroMLSys@EuroSys 2022: 54-63 - [i6]Edgar Liberis, Nicholas D. Lane:
Pex: Memory-efficient Microcontroller Deep Learning through Partial Execution. CoRR abs/2211.17246 (2022) - 2021
- [c3]Edgar Liberis, Lukasz Dudziak, Nicholas D. Lane:
μNAS: Constrained Neural Architecture Search for Microcontrollers. EuroMLSys@EuroSys 2021: 70-79 - [i5]Edgar Liberis, Nicholas D. Lane:
Differentiable Network Pruning for Microcontrollers. CoRR abs/2110.08350 (2021) - 2020
- [c2]Vivek Kothari, Edgar Liberis, Nicholas D. Lane:
The Final Frontier: Deep Learning in Space. HotMobile 2020: 45-49 - [i4]Vivek Kothari, Edgar Liberis, Nicholas D. Lane:
The Final Frontier: Deep Learning in Space. CoRR abs/2001.10362 (2020) - [i3]Edgar Liberis, Lukasz Dudziak, Nicholas D. Lane:
μNAS: Constrained Neural Architecture Search for Microcontrollers. CoRR abs/2010.14246 (2020)
2010 – 2019
- 2019
- [i2]Edgar Liberis, Nicholas D. Lane:
Neural networks on microcontrollers: saving memory at inference via operator reordering. CoRR abs/1910.05110 (2019) - 2018
- [j1]Edgar Liberis, Petar Velickovic, Pietro Sormanni, Michele Vendruscolo, Pietro Liò:
Parapred: antibody paratope prediction using convolutional and recurrent neural networks. Bioinform. 34(17): 2944-2950 (2018) - [c1]Petar Velickovic, Laurynas Karazija, Nicholas D. Lane, Sourav Bhattacharya, Edgar Liberis, Pietro Liò, Angela Chieh, Otmane Bellahsen, Matthieu Vegreville:
Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data. PervasiveHealth 2018: 178-186 - 2017
- [i1]Petar Velickovic, Laurynas Karazija, Nicholas D. Lane, Sourav Bhattacharya, Edgar Liberis, Pietro Liò, Angela Chieh, Otmane Bellahsen, Matthieu Vegreville:
Cross-modal Recurrent Models for Human Weight Objective Prediction from Multimodal Time-series Data. CoRR abs/1709.08073 (2017)
Coauthor Index
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