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stat.AP2026
GeoDose-CP: Graph-Local Conformal Inference for Continuous-Treatment Earth Observation
Md Khalid Hasan Sakib, Dristi Datta, Manoranjan Paul +1
Reliable intervention-oriented uncertainty quantification from Earth observation (EO) remains challenging when continuous treatment shifts, spatial dependence, limited support, and…
cs.LG2026
Calibrated Tree-Neural Fusion for Fine-Grained Vegetation Community Classification
Dristi Datta, Md Khalid Hasan Sakib, Manoranjan Paul
Accurate vegetation-community classification is essential for ecological monitoring, habitat assessment, and evidence-based environmental management in heterogeneous landscapes. Ex…
cs.CV2026
FAIR: Feature-Augmented Implicit Regularization for AI-generated Fake Image Detection
Md Redwanul Haque, Manzur Murshed, Manoranjan Paul +1
Generalization remains a critical bottleneck in AI-generated image detection. Because many modern generators are proprietary or adversarially modified, existing detectors overfit t…