Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems
Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems Luca Bompani, Manuele Rusci, Daniele Palossi, Francesco Conti, Luca Benini 17 Apr 2024 Read more: https://arxiv.org/abs/2404.11488 Download paper in pdf: https://arxiv.org/pdf/2404.11488 [...]
IPS Munich, May 9-12, 2024
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12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning
12 mJ per Class On-Device By Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini 12 Mar 2024 Read more: https://arxiv.org/abs/2403.07851 Download paper in pdf: https://arxiv.org/pdf/2403.07851.pdf [...]
TinyML Summit, Burlingame, CA, Apr 22 – 24, 2024
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It is okay to be uncommon”: Quantizing Sound Event Detection Networks on Hardware Accelerators with Uncommon Sub-Byte Support
It is okay to be uncommon": Quantizing Sound Event Detection Networks on Hardware Accelerators with Uncommon Sub-Byte Support By Yushu Wu, Xiao Quan, Mohammad Rasool Izadi, Chuan-Che Huang 5 Apr 2024 Read more: [...]
Optimizing the Deployment of Tiny Transformers on Low-Power MCUs
Optimizing the Deployment of Tiny Transformers on Low-Power MCUsBy Victor J.B. Jung, Alessio Burrello, Moritz Scherer, Francesco Conti, Luca Benini3 Apr 2024Read more: https://arxiv.org/abs/2404.02945v1Download paper in pdf: https://arxiv.org/pdf/2404.04386