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ANR project: Code decision (reference) : ANR-18-CE23-0012

Approximate Computing Techniques

Alberto Bosio , Daniel Menard , Olivier Sentieys
Springer, In press
Books hal-03494868v1
Image document

AdequateDL: Approximating Deep Learning Accelerators

Olivier Sentieys , Silviu-Ioan Filip , David Briand , David Novo , Etienne Dupuis et al.
DDECS 2021 - 24th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, Apr 2021, Vienna (virtual), Austria. pp.37-40, ⟨10.1109/DDECS52668.2021.9417026⟩
Conference papers hal-03266861v1
Image document

Disentangled Loss for Low-Bit Quantization-Aware Training

Thibault Allenet , David Briand , Olivier Bichler , Olivier Sentieys
CVPR 2022 - IEEE / CVF Computer Vision and Pattern Recognition Conference, Jun 2022, New Orleans, United States. pp.2788-2792, ⟨10.1109/CVPRW56347.2022.00315⟩
Conference papers cea-03776535v1
Image document

Customizing Number Representation and Precision

Olivier Sentieys , Daniel Menard
Approximate Computing Techniques - From Component- to Application-Level, Springer, In press
Book sections hal-03494872v1
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Approximate Computing for DNN

Olivier Sentieys
CSW 2021 - HiPEAC Computing Systems Week, Oct 2021, Lyon, France
Conference papers hal-03494932v1