Cédric GERNIGON

5
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Publications

Publications

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Quantization-aware training: a tradeoff between training and fine-tuning for domain-specific language models

Xavier Pillet , Cédric Gernigon , Anastasia Volkova , Richard Dufour , Adeline Granet et al.
AccML 2026 - 8th Workshop on Accelerated Machine Learning, Jan 2026, Krakow (Cracovie), Poland
Communication dans un congrès hal-05489187 v1
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Training for Mixed-Precision Integer Weights, Activations and Embeddings in BERT

Cédric Gernigon , Xavier Pillet , Anastasia Volkova , Richard Dufour
DASIP 2026: Workshop on Design and Architectures for Signal and Image Processing, Jan 2026, Krakow (Cracovie), Poland
Communication dans un congrès hal-05322672 v2
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AdaQAT: Adaptive Bit-Width Quantization-Aware Training

Cédric Gernigon , Silviu-Ioan Filip , Olivier Sentieys , Clément Coggiola , Mickael Bruno
IEEE 6th International Conference on AI Circuits and Systems (AICAS), 2024, Abu Dhabi, United Arab Emirates
Communication dans un congrès hal-04549245 v1
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Low-Precision Floating-Point for Efficient On-Board Deep Neural Network Processing

Cédric Gernigon , Silviu-Ioan Filip , Olivier Sentieys , Clément Coggiola , Mickaël Bruno
European Data Handling & Data Processing Conference (EDHPC), European Space Agency (ESA), Oct 2023, Juan-Les-Pins, France. pp.1-8, ⟨10.23919/EDHPC59100.2023.10396014⟩
Communication dans un congrès hal-04252197 v1