Search Results for author: Prathosh A P

Found 5 papers, 0 papers with code

CoroNetGAN: Controlled Pruning of GANs via Hypernetworks

no code implementations13 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.

Knowledge Distillation

CoNO: Complex Neural Operator for Continuous Dynamical Systems

no code implementations3 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.

Weather Forecasting

CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems

no code implementations2 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.

Benchmarking Computational Efficiency +3

Neural Discovery of Permutation Subgroups

no code implementations11 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.

Unsupervised Domain Adaptation Schemes for Building ASR in Low-resource Languages

no code implementations12 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

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