Author

Rafsan Jany

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Preprint Aug 2026

Exploration-Driven Personalized Federated Reinforcement Learning via Intrinsic Motivation

Personalized Federated Reinforcement Learning (PFRL) takes a decentralized approach to storing and accessing information based on past experiences while keeping each client's data private during the learning of each client's policy. Many current methods for PFRL rely heavily on exploiting existing reinforcement learnin...

Md. Rafid Islam, Rafsan Jany, Zahid Hasan et al. · 0 citations

Jul 2026

UnDA: Unpaired Domain Alignment for Cross-Modal Knowledge Transfer in Medical Imaging

This work proposes UnDA, an anchor-guided framework for unpaired cross-modal distillation that introduces a backbone-agnostic Alignment Module that extracts semantically structured class tokens via an attention based pooling mechanism, and dynamically weights feature-level alignment based on prediction confidence, effe...

Rafsan Jany, Shadab Tanjeed Ahmad, Ahsan Bulbul et al. · arXiv.org · 0 citations

Preprint Aug 2026

Twenty-Five Years of Air Quality in Bangladesh: Trends, Seasonality, and Spatial Pollution Regimes

Air pollution is one of Bangladesh's most pressing environmental problems, yet few studies have examined it at a national scale over a long time span. To describe trends, seasonality, geographic patterns, and pollution regimes, this study examines 25 years of hourly air quality data (2000-2025), covering over 3.19 mill...

Md Rafid Islam, Rafsan Jany, Mohammad Fahim Islam et al. · 0 citations