5 citations · 12 across the 8 of their papers we have counts for
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cs.CV2025★ 2 cited
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference
Van Thien Nguyen, William Guicquero, Gilles Sicard
Long Short-Term Memory (LSTM) and 3D convolution (Conv3D) show impressive results for many video-based applications but require large memory and intensive computing. Motivated by r…
cs.CV2025★ 5 cited
A 1Mb mixed-precision quantized encoder for image classification and patch-based compression
Van Thien Nguyen, William Guicquero, Gilles Sicard
Even if Application-Specific Integrated Circuits (ASIC) have proven to be a relevant choice for integrating inference at the edge, they are often limited in terms of applicability.…