542 citations · 1.3k across the 17 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
q-bio.GN2022
Knowledge distillation for fast and accurate DNA sequence correction
Anastasiya Belyaeva, Joel Shor, Daniel E. Cook +11
Accurate genome sequencing can improve our understanding of biology and the genetic basis of disease. The standard approach for generating DNA sequences from PacBio instruments rel…
eess.IV2022★ 1 cited
The Need for Medically Aware Video Compression in Gastroenterology
Joel Shor, Nick Johnston
Compression is essential to storing and transmitting medical videos, but the effect of compression on downstream medical tasks is often ignored. Furthermore, systems in practice re…
eess.AS2022★ 41 cited
TRILLsson: Distilled Universal Paralinguistic Speech Representations
Joel Shor, Subhashini Venugopalan
Recent advances in self-supervision have dramatically improved the quality of speech representations. However, deployment of state-of-the-art embedding models on devices has been r…