Antonio Cipolletta

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Monocular Images

Efficient Inference

Depth Estimation

Top Venues

IEEE Internet Things J.

Publications

Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
Dynamic ConvNets on Tiny Devices via Nested Sparsity. IEEE Internet Things J. 10 (6, March 15) (2023)
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) (2022)
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) (2022)
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)
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 (2022)
Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
Dynamic ConvNets on Tiny Devices via Nested Sparsity. CoRR (2022)
Antonio Cipolletta, Andrea Calimera
Dataflow Restructuring for Active Memory Reduction in Deep Neural Networks. DATE (2021)
Antonio Cipolletta, Andrea Calimera
On The Efficiency of Sparse-Tiled Tensor Graph Processing For Low Memory Usage. DAC (2021)
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)
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)
Valentino Peluso, Antonio Cipolletta, Francesco Vaiana, Andrea Calimera
Integer ConvNets on Embedded CPUs: Tools and Performance Assessment on the Cortex-A Cores. ICECS (2019)
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)