[PDF][PDF] Speech and Language Recognition with Low-rank Adaptation of Pretrained Models

A Prasad, S Madikeri, D Khalil, P Motlicek… - Proc. Interspeech …, 2024 - fit.vut.cz
Finetuning large pretrained models demands considerable computational resources, posing
practical constraints. Majority of the total number of parameters in these models are used by …

New Efficient Pruning Algorithms for Compressing and Accelerating Convolutional Neural Networks

S Gao - 2024 - search.proquest.com
Abstract Recently, Convolutional Neural Networks (CNNs) are continuously achieving state-
of-the-art results in numerous machine-learning tasks. While having impressive …