Efficient label-free pruning and retraining for Text-VQA Transformers

Recent advancements in Scene Text Visual Question Answering (Text-VQA) employ autoregressive Transformers, showing improved performance with larger models and pre -training datasets. Although various pruning frameworks exist to simplify Transformers, many are integrated into the time-consuming train...

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Bibliographic Details
Main Authors: Poh, Soon Chang, Chan, Chee Seng, Lim, Chee Kau
Format: Article
Published: Elsevier 2024
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Online Access:http://eprints.um.edu.my/45137/
https://doi.org/10.1016/j.patrec.2024.04.024
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