Search Results for author: Suman Kundu

Found 5 papers, 1 papers with code

A Quantum Fuzzy-based Approach for Real-Time Detection of Solar Coronal Holes

no code implementations27 Mar 2024 Sanmoy Bandyopadhyay, Suman Kundu

The task has been carried out in two stages, in first stage the solar image has been segmented using a quantum computing based fast fuzzy c-mean (QCFFCM) and in the later stage the CHs has been extracted out from the segmented image based on image morphological operation.

Image Segmentation Semantic Segmentation

GraphViz2Vec: A Structure-aware Feature Generation Model to Improve Classification in GNNs

no code implementations30 Jan 2024 Shraban Kumar Chatterjee, Suman Kundu

In this paper, we presented a novel feature extraction methodology GraphViz2Vec that can capture the structural information of a node's local neighbourhood to create meaningful initial embeddings for a GNN model.

Classification Image Classification +2

CrisisKAN: Knowledge-infused and Explainable Multimodal Attention Network for Crisis Event Classification

1 code implementation11 Jan 2024 Shubham Gupta, Nandini Saini, Suman Kundu, Debasis Das

To address these issues, we proposed CrisisKAN, a novel Knowledge-infused and Explainable Multimodal Attention Network that entails images and texts in conjunction with external knowledge from Wikipedia to classify crisis events.

A Survey on Online User Aggression: Content Detection and Behavioural Analysis on Social Media Platforms

no code implementations15 Nov 2023 Swapnil Mane, Suman Kundu, Rajesh Sharma

Recognizing the societal risks associated with unchecked aggressive content, this paper delves into the field of Aggression Content Detection and Behavioral Analysis of Aggressive Users, aiming to bridge the gap between disparate studies.

feature selection

A programmable three-qubit superconducting processor with all-to-all connectivity

no code implementations3 Sep 2018 Tanay Roy, Sumeru Hazra, Suman Kundu, Madhavi Chand, Meghan P. Patankar, R. Vijay

Superconducting circuits are at the forefront of quantum computing technology because of the unparalleled combination of good coherence, fast gates and flexibility in design parameters.

Quantum Physics

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