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Antonio Cipolletta
Antonio Cipolletta
Computer Engineering PhD Student, DAUIN@Politecnico di Torino
Email verificata su polito.it - Home page
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Anno
Enabling energy-efficient unsupervised monocular depth estimation on armv7-based platforms
V Peluso, A Cipolletta, A Calimera, M Poggi, F Tosi, S Mattoccia
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
282019
Monocular depth perception on microcontrollers for edge applications
V Peluso, A Cipolletta, A Calimera, M Poggi, F Tosi, F Aleotti, S Mattoccia
IEEE Transactions on Circuits and Systems for Video Technology 32 (3), 1524-1536, 2021
162021
Energy-quality scalable monocular depth estimation on low-power cpus
A Cipolletta, V Peluso, A Calimera, M Poggi, F Tosi, F Aleotti, S Mattoccia
IEEE Internet of Things Journal 9 (1), 25-36, 2021
82021
Inference on the edge: Performance analysis of an image classification task using off-the-shelf cpus and open-source convnets
V Peluso, RG Rizzo, A Cipolletta, A Calimera
2019 Sixth International Conference on Social Networks Analysis, Management …, 2019
82019
Going further with winograd convolutions: Tap-wise quantization for efficient inference on 4x4 tiles
R Andri, B Bussolino, A Cipolletta, L Cavigelli, Z Wang
2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 582-598, 2022
62022
Dynamic convnets on tiny devices via nested sparsity
M Grimaldi, L Mocerino, A Cipolletta, A Calimera
IEEE Internet of Things Journal 10 (6), 5073-5082, 2022
42022
Dataflow restructuring for active memory reduction in deep neural networks
A Cipolletta, A Calimera
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 114-119, 2021
32021
Integer ConvNets on Embedded CPUs: Tools and Performance Assessment on the Cortex-A Cores
V Peluso, A Cipolletta, F Vaiana, A Calimera
2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019
22019
A Python-based Hardware Generation Framework for Tensor Systolic Accelerators
N Dai Pra
Politecnico di Torino, 2021
12021
On The Efficiency of Sparse-Tiled Tensor Graph Processing For Low Memory Usage
A Cipolletta, A Calimera
2021 58th ACM/IEEE Design Automation Conference (DAC), 643-648, 2021
12021
Enabling monocular depth perception at the very edge
V Peluso, A Cipolletta, A Calimera, M Poggi, F Tosi, F Aleotti, S Mattoccia
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
12020
A cosimulation framework for assessment of power knobs in deep-learning accelerators
A Cipolletta
University of Illinois at Chicago, 2019
12019
Vertical Optimizations of Convolutional Neural Networks for Embedded Systems
A Cipolletta
Politecnico di Torino, 2022
2022
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