no code implementations • 22 Oct 2024 • Koustav Ghosal, Arun Singh, Samir Malakar, Shalivahan Srivastava, Deepak Gupta
Synthetic experiments confirmed that the GRF dataset enhances generalization compared to a homogeneous background OOD dataset.
1 code implementation • 20 Sep 2023 • Kallol Saha, Vishal Mandadi, Jayaram Reddy, Ajit Srikanth, Aditya Agarwal, Bipasha Sen, Arun Singh, Madhava Krishna
However, without a prior understanding of what diverse valid trajectories are and without specially designed cost functions for a given scene, the overall solutions tend to have low success rates.
1 code implementation • 8 Dec 2021 • Soumyajit Chatterjee, Arun Singh, Bivas Mitra, Sandip Chakraborty
This paper exploits the acoustic signatures generated from human activities to label the wearables' IMU data at the edge, thus mitigating resource requirement and data privacy concerns.