6g 1connected autonomous vehicles 1satellite communication 1semantic communication 1traffic sign recognition 1variational autoencoder 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.LG2026
A VAE-Driven Multi-Task Satellite-Aided Semantic Communication Framework for 6G-Enabled Connected Autonomous Vehicles
S. M. Abtahiul Alam, Niloy Das, Apurba Adhikary +3
The paper proposes a VAE‑based multi‑task semantic communication system for satellite‑assisted 6G connected autonomous vehicles, jointly handling traffic sign reconstruction and cl…
cs.LG2026
Domain-Aware Hybrid Quantum Learning via Correlation-Guided Circuit Design for Crime Pattern Analytics
Niloy Das, Apurba Adhikary, Sheikh Salman Hassan +4
Crime pattern analysis is critical for law enforcement and predictive policing, yet the surge in criminal activities from rapid urbanization creates high-dimensional, imbalanced da…
cs.LG2025
PSO-XAI: A PSO-Enhanced Explainable AI Framework for Reliable Breast Cancer Detection
Mirza Raquib, Niloy Das, Farida Siddiqi Prity +5
Breast cancer is considered the most critical and frequently diagnosed cancer in women worldwide, leading to an increase in cancer-related mortality. Early and accurate detection i…