5 papers
Comparative Analysis of Military Detection Using Drone Imagery Across Multiple Visual Spectrums
Sourov Roy Shuvo, Prajwal Panth, Rajesh Chowdhury +3
In modern warfare, drones are becoming an essential part of intelligence gathering and carrying out precise attacks in different kinds of hostile environments. Their ability to ope…
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer
Sainath Dey, Mitul Goswami, Jashika Sethi +1
This study addresses the inherent limitations of Multi-Layer Perceptrons (MLPs) in Vision Transformers (ViTs) by introducing Hybrid Kolmogorov-Arnold Network (KAN)-ViT (Hyb-KAN ViT…
Convolutional Neural Network Segmentation for Satellite Imagery Data to Identify Landforms Using U-Net Architecture
Mitul Goswami, Sainath Dey, Aniruddha Mukherjee +2
This study demonstrates a novel use of the U-Net architecture in the field of semantic segmentation to detect landforms using preprocessed satellite imagery. The study applies the…
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
Soham Roy, Mitul Goswami, Nisharg Nargund +2
This study introduces a system leveraging Large Language Models (LLMs) to extract text and enhance user interaction with PDF documents via a conversational interface. Utilizing Ret…
Adversarial-Ensemble Kolmogorov Arnold Networks for Enhancing Indoor Wi-Fi Positioning: A Defensive Approach Against Spoofing and Signal Manipulation Attacks
Mitul Goswami, Romit Chatterjee, Somnath Mahato +1
The research presents a study on enhancing the robustness of Wi-Fi-based indoor positioning systems against adversarial attacks. The goal is to improve the positioning accuracy and…