Browsing Computer Science by Subject "efficiency"
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Efficient Inference of Transformers in Natural Language Processing: Early Exiting and Beyond
(University of Waterloo, 2023-01-24)Large-scale pre-trained transformer models such as BERT have become ubiquitous in Natural Language Processing (NLP) research and applications. They bring significant improvements to both academia benchmarking tasks and ... -
Efficient Zero-Knowledge Proofs and Applications
(University of Waterloo, 2014-08-12)Zero-knowledge proofs provide a means for a prover to convince a verifier that some claim is true and nothing more. The ability to prove statements while conveying zero information beyond their veracity has profound ...