Author

Manoranjan Paul

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#machine learning Preprint Sep 2026

GeoDose-CP: Graph-Local Conformal Inference for Continuous-Treatment Earth Observation

Reliable intervention-oriented uncertainty quantification from Earth observation (EO) remains challenging when continuous treatment shifts, spatial dependence, limited support, and satellite-outcome uncertainty must be addressed simultaneously. Existing causal, conformal, and spatial approaches address parts of this pr...

Mehedi Hasan Sakib, Dristi Datta, Manoranjan Paul et al. · 0 citations

Jul 2026

FAIR: Feature-Augmented Implicit Regularization for AI-generated Fake Image Detection

Extensive evaluations across five massive benchmarks demonstrate that integrating FAIR into state-of-the-art detectors significantly improves cross-generator generalization, boosting accuracy by up to 8.04% and establishing new state-of-the-art robustness in zero-shot transfer scenarios.

Md Redwanul Haque, M. Murshed, Manoranjan Paul et al. · arXiv.org · 0 citations