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Valentin Radu
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Multimodal Deep Learning for Activity and Context Recognition
V Radu, C Tong, S Bhattacharya, ND Lane, C Mascolo, MK Marina, ...
Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 1 (4), 157, 2018
3232018
Towards Multimodal Deep Learning for Activity Recognition on Mobile Devices
V Radu, ND Lane, S Bhattacharya, C Mascolo, MK Marina, F Kawsar
Proceedings of ACM Conference on Pervasive and Ubiquitous Computing (UbiComp …, 2016
1742016
A Semi-supervised Learning Approach for Robust Indoor-outdoor Detection with Smartphones
V Radu, P Katsikouli, R Sarkar, MK Marina
Proceedings of the ACM Conference on Embedded Network Sensor Systems (SenSys …, 2014
1732014
HiMLoc: Indoor Smartphone Localization via Activity Aware Pedestrian Dead Reckoning with Selective Crowdsourced WiFi Fingerprinting
V Radu, MK Marina
Proceedings of the IEEE Conference on Indoor Positioning and Indoor …, 2013
1482013
MM-Fit: Multimodal Deep Learning for Automatic Exercise Logging across Sensing Devices
D Strömbäck, S Huang, V Radu
Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 4 (4), 1-22, 2020
692020
Pazl: A Mobile Crowdsensing Based Indoor WiFi Monitoring System
V Radu, L Kriara, MK Marina
Proceedings of the 9th IEEE Conference on Network and Service Management …, 2013
602013
Characterising Across-Stack Optimisations for Deep Convolutional Neural Networks
J Turner, J Cano, V Radu, EJ Crowley, M O’Boyle, A Storkey
IEEE International Symposium on Workload Characterization (IISWC), 101-110, 2018
592018
Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs
V Radu, K Kaszyk, Y Wen, J Turner, J Cano, EJ Crowley, B Franke, ...
IEEE International Symposium on Workload Characterization (IISWC), 2019
492019
Multilayered lipid membrane stacks for biocatalysis using membrane enzymes
GR Heath, M Li, H Rong, V Radu, S Frielingsdorf, O Lenz, JN Butt, ...
Advanced functional materials 27 (17), 1606265, 2017
432017
Vision2Sensor: Knowledge Transfer Across Sensing Modalities for Human Activity Recognition
V Radu, M Henne
Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 3 (3), 84, 2019
292019
Impact of Indoor-outdoor Context on Crowdsourcing Based Mobile Coverage Analysis
MK Marina, V Radu, K Balampekos
Proceedings of the ACM Workshop on All Things Cellular: Operations …, 2015
282015
CamLoc: Pedestrian Location Estimation through Body Pose Estimation on Smart Cameras
A Cosma, IE Radoi, V Radu
Proceedings of the IEEE Conference on Indoor Positioning and Indoor …, 2019
192019
Localization Systems Repository: A Platform for Open-source Localization Systems and Datasets
IE Radoi, D Cirimpei, V Radu
2019 International Conference on Indoor Positioning and Indoor Navigation …, 2019
192019
Automatic generation of specialized direct convolutions for mobile GPUs
N Mogers, V Radu, L Li, J Turner, M O'Boyle, C Dubach
Proceedings of the 13th Annual Workshop on General Purpose Processing using …, 2020
162020
Poster: Am I indoor or outdoor?
V Radu, P Katsikouli, R Sarkar, MK Marina
Proceedings of the ACM Conference on Mobile Computing and Networking (MobiCom), 2014
152014
Taso: Time and space optimization for memory-constrained DNN inference
Y Wen, A Anderson, V Radu, MFP O'Boyle, D Gregg
2020 IEEE 32nd International Symposium on Computer Architecture and High …, 2020
142020
Calibrating Recurrent Neural Networks on Smartphone Inertial Sensors for Location Tracking
X Wei, V Radu
Proceedings of the International Conference on Indoor Positioning and Indoor …, 2019
142019
Sensor-Fusion for Smartphone Location Tracking Using Hybrid Multimodal Deep Neural Networks
X Wei, Z Wei, V Radu
Sensors 21 (22), 7488, 2021
122021
Towards federated learning with attention transfer to mitigate system and data heterogeneity of clients
H Shi, V Radu
Proceedings of the 4th international workshop on edge systems, analytics and …, 2021
112021
Distilling with performance enhanced students
J Turner, EJ Crowley, V Radu, J Cano, A Storkey, M O’Boyle
arXiv preprint arXiv:1810.10460, 2019
102019
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