no code implementations • ICON 2020 • Parth Patel, Manthan Mehta, Pushpak Bhattacharya, Arjun Atreya
In this paper we present a novel transliteration technique based on Orthographic Syllable(OS) segmentation for low-resource Indian languages (ILs).
no code implementations • 29 Mar 2024 • Parth Patel, Milena Radenkovic
Space Communication poses challenges such as severe delays, hard-to-predict routes and communication disruptions.
1 code implementation • 15 Aug 2023 • Hyun Park, Parth Patel, Roland Haas, E. A. Huerta
The prediction of protein 3D structure from amino acid sequence is a computational grand challenge in biophysics, and plays a key role in robust protein structure prediction algorithms, from drug discovery to genome interpretation.
no code implementations • 4 May 2023 • Chengyuan Deng, Surya Teja Gavva, Karthik C. S., Parth Patel, Adarsh Srinivasan
Formally, we show that there exists a data set X in the Euclidean plane, for which there is a decision tree of depth k-1 whose k-means/k-median cost matches the optimal clustering cost of X, but every decision tree of depth less than k-1 has unbounded cost w. r. t.
no code implementations • 19 Oct 2020 • Parth Patel, Nupur Kumari, Mayank Singh, Balaji Krishnamurthy
We propose a self-supervised approach (LT-GAN) to improve the generation quality and diversity of images by estimating the GAN-induced transformation (i. e. transformation induced in the generated images by perturbing the latent space of generator).
Ranked #4 on Image Generation on CelebA-HQ 128x128
no code implementations • 15 Jul 2020 • Parth Patel, Kalpdrum Passi, Chakresh Kumar Jain
This study is a bid to suggesting different algorithms and approaches for the reduction of dimensionality of such microarray datasets.