Cédric GERNIGON

Publications

Communication dans un congrès (4)

Quantization-aware training: a tradeoff between training and fine-tuning for domain-specific language models Xavier Pillet,Cédric Gernigon,Anastasia Volkova,Richard Dufour,Adeline Granetet 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

Thèse (1)

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