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Vincenzo Liguori
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 7
Top Topics
Image Compression
Vector Quantization
Variable Precision
Floating Point
Top Venues
CoRR
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Publications
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Vincenzo Liguori
Procrastination Is All You Need: Exponent Indexed Accumulators for Floating Point, Posits and Logarithmic Numbers.
CoRR
(2024)
Vincenzo Liguori
From a Lossless (~1.5: 1) Compression Algorithm for Llama2 7B Weights to Variable Precision, Variable Range, Compressed Numeric Data Types for CNNs and LLMs.
CoRR
(2024)
Vincenzo Liguori
Efficient FIR filtering with Bit Layer Multiply Accumulator.
CoRR
(2024)
Vincenzo Liguori
A MAC-less Neural Inference Processor Supporting Compressed, Variable Precision Weights.
CoRR
(2020)
Vincenzo Liguori
Pyramid Vector Quantization and Bit Level Sparsity in Weights for Efficient Neural Networks Inference.
CoRR
(2019)
Vincenzo Liguori
Pyramid Vector Quantization for Deep Learning.
CoRR
(2017)
Vincenzo Liguori
Vector Quantization for Machine Vision.
CoRR
(2016)
Francesca Cigna
,
Chiara Del Ventisette
,
Vincenzo Liguori
,
Nicola Casagli
Insar time-series analysis for management and mitigation of geological risk in urban area.
IGARSS
(2010)