Antonio Cipolletta

13 papers A* 2A 2Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Dynamic ConvNets on Tiny Devices via Nested Sparsity.
IEEE Internet Things J.
Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
2022 J jnl
Dynamic ConvNets on Tiny Devices via Nested Sparsity.
CoRR
Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
2022 J jnl
Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs.
IEEE Internet Things J.
Antonio Cipolletta, Valentino Peluso, Andrea Calimera, Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia
2022 J jnl
Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile.
CoRR
Renzo Andri, Beatrice Bussolino, Antonio Cipolletta, Lukas Cavigelli, Zhe Wang
2022 A* conf
Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tiles.
MICRO
Renzo Andri, Beatrice Bussolino, Antonio Cipolletta, Lukas Cavigelli, Zhe Wang
2022 J jnl
Monocular Depth Perception on Microcontrollers for Edge Applications.
IEEE Trans. Circuits Syst. Video Technol.
Valentino Peluso, Antonio Cipolletta, Andrea Calimera, Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia
2022 — —
Vertical Optimizations of Convolutional Neural Networks for Embedded Systems.
Antonio Cipolletta
2021 A conf
Dataflow Restructuring for Active Memory Reduction in Deep Neural Networks.
DATE
Antonio Cipolletta, Andrea Calimera
2021 A* conf
On The Efficiency of Sparse-Tiled Tensor Graph Processing For Low Memory Usage.
DAC
Antonio Cipolletta, Andrea Calimera
2020 — conf
Enabling monocular depth perception at the very edge.
CVPR Workshops
Valentino Peluso, Antonio Cipolletta, Andrea Calimera, Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia
2019 A conf
Enabling Energy-Efficient Unsupervised Monocular Depth Estimation on ARMv7-Based Platforms.
DATE
Valentino Peluso, Antonio Cipolletta, Andrea Calimera, Matteo Poggi, Fabio Tosi, Stefano Mattoccia
2019 — conf
Inference on the Edge: Performance Analysis of an Image Classification Task Using Off-The-Shelf CPUs and Open-Source ConvNets.
SNAMS
Valentino Peluso, Roberto Giorgio Rizzo, Antonio Cipolletta, Andrea Calimera
2019 — conf
Integer ConvNets on Embedded CPUs: Tools and Performance Assessment on the Cortex-A Cores.
ICECS
Valentino Peluso, Antonio Cipolletta, Francesco Vaiana, Andrea Calimera