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Your Daily AI Research tl;dr — 2022–10–21 🧠
Deloitte’s fifth edition of its State of AI in the Enterprise research report, Effective Unsupervised Speech Translation and a ViT but faster!
Welcome to your official daily AI research tl;dr (often with code and news) for AI professionals where I share the most exciting papers I find daily, along with a one-liner summary to help you quickly determine if the article (and code) is worth investigating.
1️⃣ Simple and Effective Unsupervised Speech Translation
An unsupervised domain adaptation technique for pre-trained speech models which improves the performance of downstream unsupervised speech recognition, especially for low-resource settings.
Link to the paper: https://arxiv.org/pdf/2210.10191.pdf
2️⃣ TOKEN MERGING: YOUR VIT BUT FASTER
A simple method to increase the throughput of existing ViT (visison transformer) models without needing to train.
Link to the paper: https://arxiv.org/pdf/2210.09461.pdf
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