Cédric GERNIGON
5
Documents
Publications
Publications
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Quantization-aware training: a tradeoff between training and fine-tuning for domain-specific language modelsAccML 2026 - 8th Workshop on Accelerated Machine Learning, Jan 2026, Krakow (Cracovie), Poland
Communication dans un congrès
hal-05489187
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Training for Mixed-Precision Integer Weights, Activations and Embeddings in BERTDASIP 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 TrainingIEEE 6th International Conference on AI Circuits and Systems (AICAS), 2024, Abu Dhabi, United Arab Emirates
Communication dans un congrès
hal-04549245
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Low-Precision Floating-Point for Efficient On-Board Deep Neural Network ProcessingEuropean 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
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Neural network quantization methods for FPGA on-board processing of satellite imagesNeural and Evolutionary Computing [cs.NE]. Université de Rennes, 2024. English. ⟨NNT : 2024URENS122⟩
Thèse
tel-05216300
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