88 citations · 272 across the 16 of their papers we have counts for
3 papers · 1 filter
HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC
Luca Valente, Yvan Tortorella, Mattia Sinigaglia +4
IoT applications span a wide range in performance and memory footprint, under tight cost and power constraints. High-end applications rely on power-hungry Systems-on-Chip (SoCs) fe…
Exploiting Multiple Sequence Lengths in Fast End to End Training for Image Captioning
Jia Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
We introduce a method called the Expansion mechanism that processes the input unconstrained by the number of elements in the sequence. By doing so, the model can learn more effecti…
Exploring the sequence length bottleneck in the Transformer for Image Captioning
Jia Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
Most recent state of the art architectures rely on combinations and variations of three approaches: convolutional, recurrent and self-attentive methods. Our work attempts in laying…