no code implementations • 13 Mar 2024 • Aman Kumar, Khushboo Anand, Shubham Mandloi, Ashutosh Mishra, Avinash Thakur, Neeraj Kasera, Prathosh A P
Additionally, our approach also outperforms the state-of-the-art methods in achieving better inference time on various smart-phone chipsets and data-types making it a feasible solution for deployment on edge devices.
no code implementations • 3 Oct 2023 • Karn Tiwari, N M Anoop Krishnan, Prathosh A P
These models have successfully solved continuous dynamical systems represented by differential equations, viz weather forecasting, fluid flow, or solid mechanics.
no code implementations • 2 Oct 2023 • Priyanshu Burark, Karn Tiwari, Meer Mehran Rashid, Prathosh A P, N M Anoop Krishnan
Continuous dynamical systems, characterized by differential equations, are ubiquitously used to model several important problems: plasma dynamics, flow through porous media, weather forecasting, and epidemic dynamics.
no code implementations • 11 Sep 2023 • Pavan Karjol, Rohan Kashyap, Prathosh A P
Unlike the traditional $H$-invariant networks wherein $H$ is assumed to be known, we present a method to discover the underlying subgroup, given that it satisfies certain conditions.
no code implementations • 12 Sep 2021 • Anoop C S, Prathosh A P, A G Ramakrishnan
In such cases, we show that the domain-independent acoustic models learned from the high-resource language through unsupervised domain adaptation (UDA) schemes can enhance the performance of the ASR in the low-resource language.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2