Search Results for author: Parth Patel

Found 6 papers, 1 papers with code

Leveraging Alignment and Phonology for low-resource Indic to English Neural Machine Transliteration

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).

Transliteration

NeuraLunaDTNet: Feedforward Neural Network-Based Routing Protocol for Delay-Tolerant Lunar Communication Networks

no code implementations29 Mar 2024 Parth Patel, Milena Radenkovic

Space Communication poses challenges such as severe delays, hard-to-predict routes and communication disruptions.

APACE: AlphaFold2 and advanced computing as a service for accelerated discovery in biophysics

1 code implementation15 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.

Drug Discovery Protein Structure Prediction

Impossibility of Depth Reduction in Explainable Clustering

no code implementations4 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.

Clustering

LT-GAN: Self-Supervised GAN with Latent Transformation Detection

no code implementations19 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).

Image Generation

Prediction of Cancer Microarray and DNA Methylation Data using Non-negative Matrix Factorization

no code implementations15 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.

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