Cédric GERNIGON

Documents

Publications

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-05489187v1

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-05322672v2

AdaQAT: Adaptive Bit-Width Quantization-Aware Training

Cédric Gernigon , Silviu-Ioan Filip , Olivier Sentieys , Clément Coggiola , Mickaël Bruno

IEEE 6th International Conference on AI Circuits and Systems (AICAS), 2024, Abu Dhabi, United Arab Emirates. pp.442-446, ⟨10.1109/AICAS59952.2024.10595895⟩

Communication dans un congrès hal-04549245v1

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-04252197v1

Neural network quantization methods for FPGA on-board processing of satellite images

Cédric Gernigon

Neural and Evolutionary Computing [cs.NE]. Université de Rennes, 2024. English. ⟨NNT : 2024URENS122⟩

Thèse tel-05216300v1

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