Antonio Cipolletta

According to our database, Antonio Cipolletta authored at least 12 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Dynamic ConvNets on Tiny Devices via Nested Sparsity.

Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera

IEEE Internet Things J., 2023

2022

Vertical Optimizations of Convolutional Neural Networks for Embedded Systems.

Antonio Cipolletta

PhD thesis, 2022

Monocular Depth Perception on Microcontrollers for Edge Applications.

Valentino Peluso, Antonio Cipolletta, Andrea Calimera, Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia

IEEE Trans. Circuits Syst. Video Technol., 2022

Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs.

Antonio Cipolletta, Valentino Peluso, Andrea Calimera, Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia

IEEE Internet Things J., 2022

Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tile.

Renzo Andri, Beatrice Bussolino, Antonio Cipolletta, Lukas Cavigelli, Zhe Wang

CoRR, 2022

Going Further With Winograd Convolutions: Tap-Wise Quantization for Efficient Inference on 4x4 Tiles.

Renzo Andri, Beatrice Bussolino, Antonio Cipolletta, Lukas Cavigelli, Zhe Wang

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

2021

Dataflow Restructuring for Active Memory Reduction in Deep Neural Networks.

Antonio Cipolletta, Andrea Calimera

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

On The Efficiency of Sparse-Tiled Tensor Graph Processing For Low Memory Usage.

Antonio Cipolletta, Andrea Calimera

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

Enabling monocular depth perception at the very edge.

Valentino Peluso, Antonio Cipolletta, Andrea Calimera, Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Inference on the Edge: Performance Analysis of an Image Classification Task Using Off-The-Shelf CPUs and Open-Source ConvNets.

Valentino Peluso, Roberto Giorgio Rizzo, Antonio Cipolletta, Andrea Calimera

Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

Integer ConvNets on Embedded CPUs: Tools and Performance Assessment on the Cortex-A Cores.

Valentino Peluso, Antonio Cipolletta, Francesco Vaiana, Andrea Calimera

Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems, 2019

Enabling Energy-Efficient Unsupervised Monocular Depth Estimation on ARMv7-Based Platforms.

Valentino Peluso, Antonio Cipolletta, Andrea Calimera, Matteo Poggi, Fabio Tosi, Stefano Mattoccia

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019