Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement

1 code implementation • 21 Mar 2023 • Akshay Paruchuri, Xin Liu, Yulu Pan, Shwetak Patel, Daniel McDuff, Soumyadip Sengupta

Our findings illustrate the usefulness of motion transfer as a data augmentation technique for improving the generalization of models for camera-based physiological sensing.

Data Augmentation Photoplethysmography (PPG)

Extracting Success from IBM's 20-Qubit Machines Using Error-Aware Compilation

1 code implementation • 26 Mar 2019 • Shin Nishio, Yulu Pan, Takahiko Satoh, Hideharu Amano, Rodney Van Meter

For a circuit within the capabilities of the hardware, our compilation increases estimated success probability and reduces KL-divergence relative to an error-oblivious placement.