Matteo Grimaldi

15 papers C 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Symmetry-Aware Fusion of Vision and Tactile Sensing via Bilateral Force Priors for Robotic Manipulation.
CoRR
Wonju Lee, Matteo Grimaldi, Tao Yu
2024 — conf
MCUBench: A Benchmark of Tiny Object Detectors on MCUs.
ECCV Workshops (11)
Sudhakar Sah, Darshan C. Ganji, Matteo Grimaldi, Ravish Kumar, Alexander Hoffman, Honnesh Rohmetra, Ehsan Saboori
2024 J jnl
MCUBench: A Benchmark of Tiny Object Detectors on MCUs.
CoRR
Sudhakar Sah, Darshan C. Ganji, Matteo Grimaldi, Ravish Kumar, Alexander Hoffman, Honnesh Rohmetra, Ehsan Saboori
2023 — conf
Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity.
ICCV (Workshops)
Matteo Grimaldi, Darshan C. Ganji, Ivan Lazarevich, Sudhakar Sah Deeplite
2023 J jnl
Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity.
CoRR
Matteo Grimaldi, Darshan C. Ganji, Ivan Lazarevich, Sudhakar Sah
2023 J jnl
Dynamic ConvNets on Tiny Devices via Nested Sparsity.
IEEE Internet Things J.
Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
2023 — conf
YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems.
ICCV (Workshops)
Ivan Lazarevich, Matteo Grimaldi, Ravish Kumar, Saptarshi Mitra, Shahrukh Khan, Sudhakar Sah
2023 J jnl
YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems.
CoRR
Ivan Lazarevich, Matteo Grimaldi, Ravish Kumar, Saptarshi Mitra, Shahrukh Khan, Sudhakar Sah
2022 J jnl
Dynamic ConvNets on Tiny Devices via Nested Sparsity.
CoRR
Matteo Grimaldi, Luca Mocerino, Antonio Cipolletta, Andrea Calimera
2020 — conf
EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets.
AICAS
Matteo Grimaldi, Valentino Peluso, Andrea Calimera
2019 C conf
Arbitrary-Precision Convolutional Neural Networks on Low-Power IoT Processors.
VLSI-SoC
Valentino Peluso, Matteo Grimaldi, Andrea Calimera
2019 J jnl
EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets.
CoRR
Matteo Grimaldi, Valentino Peluso, Andrea Calimera
2019 J jnl
Layer-Wise Compressive Training for Convolutional Neural Networks.
Future Internet
Matteo Grimaldi, Valerio Tenace, Andrea Calimera
2019 J jnl
Optimality Assessment of Memory-Bounded ConvNets Deployed on Resource-Constrained RISC Cores.
IEEE Access
Matteo Grimaldi, Valentino Peluso, Andrea Calimera
2018 — conf
A compression-driven training framework for embedded deep neural networks.
INTESA@ESWEEK
Matteo Grimaldi, Federico Pugliese, Valerio Tenace, Andrea Calimera