Edgar Liberis

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 12

Top Topics

Weakly Supervised

Clonal Selection

Neural Architecture

Top Venues

EuroMLSys@EuroSys

Publications

Edgar Liberis, Nicholas D. Lane
Differentiable Neural Network Pruning to Enable Smart Applications on Microcontrollers. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (4) (2022)
Edgar Liberis, Nicholas D. Lane
Pex: Memory-efficient Microcontroller Deep Learning through Partial Execution. CoRR (2022)
Filip Svoboda, Javier Fernández-Marqués, Edgar Liberis, Nicholas D. Lane
Deep learning on microcontrollers: a study on deployment costs and challenges. EuroMLSys@EuroSys (2022)
Edgar Liberis, Lukasz Dudziak, Nicholas D. Lane
μNAS: Constrained Neural Architecture Search for Microcontrollers. EuroMLSys@EuroSys (2021)
Edgar Liberis, Nicholas D. Lane
Differentiable Network Pruning for Microcontrollers. CoRR (2021)
Edgar Liberis, Lukasz Dudziak, Nicholas D. Lane
μNAS: Constrained Neural Architecture Search for Microcontrollers. CoRR (2020)
Vivek Kothari, Edgar Liberis, Nicholas D. Lane
The Final Frontier: Deep Learning in Space. HotMobile (2020)
Vivek Kothari, Edgar Liberis, Nicholas D. Lane
The Final Frontier: Deep Learning in Space. CoRR (2020)
Edgar Liberis, Nicholas D. Lane
Neural networks on microcontrollers: saving memory at inference via operator reordering. CoRR (2019)
Edgar Liberis, Petar Velickovic, Pietro Sormanni, Michele Vendruscolo, Pietro Liò
Parapred: antibody paratope prediction using convolutional and recurrent neural networks. Bioinform. 34 (17) (2018)
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)
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 (2017)