390 citations · 447 across the 3 of their papers we have counts for
3 papers
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards +276
Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…
Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model
Aishwarya Bhandare, Vamsi Sripathi, Deepthi Karkada +4
In this work, we quantize a trained Transformer machine language translation model leveraging INT8/VNNI instructions in the latest Intel Xeon Cascade Lake p…
Towards Understanding End-of-trip Instructions in a Taxi Ride Scenario
Deepthi Karkada, Ramesh Manuvinakurike, Kallirroi Georgila
We introduce a dataset containing human-authored descriptions of target locations in an "end-of-trip in a taxi ride" scenario. We describe our data collection method and a novel an…