Kumar, Santosh

3 publications

CHIL 2024 Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation Hui Wei, Maxwell A Xu, Colin Samplawski, James Matthew Rehg, Santosh Kumar, Benjamin Marlin

NeurIPS 2022 PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation Maxwell Xu, Alexander Moreno, Supriya Nagesh, Varol Aydemir, David Wetter, Santosh Kumar, James M. Rehg

ICML 2016 Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams Roy Adams, Nazir Saleheen, Edison Thomaz, Abhinav Parate, Santosh Kumar, Benjamin Marlin