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Antonio Cipolletta
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2020 – today
- 2023
- [j3]Matteo Grimaldi
, Luca Mocerino
, Antonio Cipolletta
, Andrea Calimera
:
Dynamic ConvNets on Tiny Devices via Nested Sparsity. IEEE Internet Things J. 10(6, March 15): 5073-5082 (2023) - 2022
- [j2]Antonio Cipolletta
, Valentino Peluso
, Andrea Calimera
, Matteo Poggi
, Fabio Tosi
, Filippo Aleotti
, Stefano Mattoccia
:
Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs. IEEE Internet Things J. 9(1): 25-36 (2022) - [j1]Valentino Peluso
, Antonio Cipolletta
, Andrea Calimera
, Matteo Poggi
, Fabio Tosi
, Filippo Aleotti
, Stefano Mattoccia
:
Monocular Depth Perception on Microcontrollers for Edge Applications. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1524-1536 (2022) - [c7]Renzo Andri, Beatrice Bussolino, Antonio Cipolletta, Lukas Cavigelli, Zhe Wang:
Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tiles. MICRO 2022: 582-598 - [i2]Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera:
Dynamic ConvNets on Tiny Devices via Nested Sparsity. CoRR abs/2203.03324 (2022) - [i1]Renzo Andri, Beatrice Bussolino, Antonio Cipolletta, Lukas Cavigelli, Zhe Wang:
Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile. CoRR abs/2209.12982 (2022) - 2021
- [c6]Antonio Cipolletta, Andrea Calimera:
On The Efficiency of Sparse-Tiled Tensor Graph Processing For Low Memory Usage. DAC 2021: 643-648 - [c5]Antonio Cipolletta, Andrea Calimera:
Dataflow Restructuring for Active Memory Reduction in Deep Neural Networks. DATE 2021: 114-119 - 2020
- [c4]Valentino Peluso, Antonio Cipolletta, Andrea Calimera, Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia
:
Enabling monocular depth perception at the very edge. CVPR Workshops 2020: 1581-1583
2010 – 2019
- 2019
- [c3]Valentino Peluso
, Antonio Cipolletta, Andrea Calimera
, Matteo Poggi, Fabio Tosi, Stefano Mattoccia
:
Enabling Energy-Efficient Unsupervised Monocular Depth Estimation on ARMv7-Based Platforms. DATE 2019: 1703-1708 - [c2]Valentino Peluso
, Antonio Cipolletta, Francesco Vaiana, Andrea Calimera
:
Integer ConvNets on Embedded CPUs: Tools and Performance Assessment on the Cortex-A Cores. ICECS 2019: 598-601 - [c1]Valentino Peluso
, Roberto Giorgio Rizzo, Antonio Cipolletta, Andrea Calimera
:
Inference on the Edge: Performance Analysis of an Image Classification Task Using Off-The-Shelf CPUs and Open-Source ConvNets. SNAMS 2019: 454-459
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