Search Results for author: Sukhdeep Singh

Found 13 papers, 4 papers with code

GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks

no code implementations22 Mar 2024 Sukhdeep Singh, Anuj Sharma, Vinod Kumar Chauhan

Graph Neural Networks (GNN) have emerged as a popular and standard approach for learning from graph-structured data.

Graph Classification

Melting Pot 2.0

2 code implementations24 Nov 2022 John P. Agapiou, Alexander Sasha Vezhnevets, Edgar A. Duéñez-Guzmán, Jayd Matyas, Yiran Mao, Peter Sunehag, Raphael Köster, Udari Madhushani, Kavya Kopparapu, Ramona Comanescu, DJ Strouse, Michael B. Johanson, Sukhdeep Singh, Julia Haas, Igor Mordatch, Dean Mobbs, Joel Z. Leibo

Melting Pot is a research tool developed to facilitate work on multi-agent artificial intelligence, and provides an evaluation protocol that measures generalization to novel social partners in a set of canonical test scenarios.

Artificial Life Navigate

Lexicon and Attention based Handwritten Text Recognition System

no code implementations11 Sep 2022 Lalita Kumari, Sukhdeep Singh, VVS Rathore, Anuj Sharma

The handwritten text recognition problem is widely studied by the researchers of computer vision community due to its scope of improvement and applicability to daily lives, It is a sub-domain of pattern recognition.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

A Lexicon and Depth-wise Separable Convolution Based Handwritten Text Recognition System

no code implementations11 Jul 2022 Lalita Kumari, Sukhdeep Singh, VVS Rathore, Anuj Sharma

In recent studies, combination of convolutional neural network and gated convolutional neural networks based models demonstrated less number of parameters in comparison to convolutional recurrent neural networks based models.

Handwritten Text Recognition

A Comprehensive Handwritten Paragraph Text Recognition System: LexiconNet

no code implementations23 May 2022 Lalita Kumari, Sukhdeep Singh, Vaibhav Varish Singh Rathore, Anuj Sharma

In this study, an end-to-end paragraph recognition system is presented with a lexicon decoder as a post-processing step.

Handwritten Text Recognition

Predictive Closed-Loop Service Automation in O-RAN based Network Slicing

no code implementations4 Feb 2022 Joseph Thaliath, Solmaz Niknam, Sukhdeep Singh, Rahul Banerji, Navrati Saxena, Harpreet S. Dhillon, Jeffrey H. Reed, Ali Kashif Bashir, Avinash Bhat, Abhishek Roy

To cater to the dynamic service requirements of these verticals and meet the required quality-of-service (QoS) mentioned in the service-level agreement (SLA), network slices need to be isolated through dedicated elements and resources.

Management

HCR-Net: A deep learning based script independent handwritten character recognition network

1 code implementation15 Aug 2021 Vinod Kumar Chauhan, Sukhdeep Singh, Anuj Sharma

To address these limitations, we have proposed a script independent deep learning network for HCR research, called HCR-Net, that sets a new research direction for the field.

Image Augmentation Transfer Learning

On the halo-mass and radial scale dependence of the lensing is low effect

no code implementations4 Nov 2020 Johannes U. Lange, Alexie Leauthaud, Sukhdeep Singh, Hong Guo, Rongpu Zhou, Tristan L. Smith, Francis-Yan Cyr-Racine

It has been shown that the lensing amplitude of galaxies in the Baryon Oscillation Spectroscopic Survey (BOSS) is lower than expected given their clustering properties.

Cosmology and Nongalactic Astrophysics Astrophysics of Galaxies

Intelligent O-RAN for Beyond 5G and 6G Wireless Networks

no code implementations17 May 2020 Solmaz Niknam, Abhishek Roy, Harpreet S. Dhillon, Sukhdeep Singh, Rahul Banerji, Jeffery H. Reed, Navrati Saxena, Seungil Yoon

Building on the principles of openness and intelligence, there has been a concerted global effort from the operators towards enhancing the radio access network (RAN) architecture.

Management

Core Cosmology Library: Precision Cosmological Predictions for LSST

3 code implementations14 Dec 2018 Nora Elisa Chisari, David Alonso, Elisabeth Krause, C. Danielle Leonard, Philip Bull, Jérémy Neveu, Antonio Villarreal, Sukhdeep Singh, Thomas McClintock, John Ellison, Zilong Du, Joe Zuntz, Alexander Mead, Shahab Joudaki, Christiane S. Lorenz, Tilman Troester, Javier Sanchez, Francois Lanusse, Mustapha Ishak, Renée Hlozek, Jonathan Blazek, Jean-Eric Campagne, Husni Almoubayyed, Tim Eifler, Matthew Kirby, David Kirkby, Stéphane Plaszczynski, Anze Slosar, Michal Vrastil, Erika L. Wagoner

As a result, predictions for correlation functions of galaxy clustering, galaxy-galaxy lensing and cosmic shear are demonstrated to be within a fraction of the expected statistical uncertainty of the observables for the models and in the range of scales of interest to LSST.

Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics

Disconnected Covariance of 2-point Functions in Large-Scale Structure

1 code implementation14 Nov 2018 Yin Li, Sukhdeep Singh, Byeonghee Yu, Yu Feng, Uros Seljak

We verify the analytic covariance against the sample covariance from the galaxy mock simulations in two test cases: (1) the power spectrum multipole covariance, and (2) the joint covariance of the projected correlation function and the correlation function multipoles.

Cosmology and Nongalactic Astrophysics

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