3 papers
cs.CV2026
Fusion Under Component Failure: Negative Results and Failure Modes in Ensemble AI-Generated Image Detection
Suraj Singh, Tushar Verma, Pragyan Singh +2
We built an ordinary stacking ensemble for AI-generated image detection -- three open detectors producing five scores, fused by a gradient-boosted meta-learner that treats a detect…
cs.LG2024
Cluster-Segregate-Perturb (CSP): A Model-agnostic Explainability Pipeline for Spatiotemporal Land Surface Forecasting Models
Tushar Verma, Sudipan Saha
Satellite images have become increasingly valuable for modelling regional climate change effects. Earth surface forecasting represents one such task that integrates satellite image…
physics.soc-ph2024
Evolution of urban areas and land surface temperature
Sudipan Saha, Tushar Verma, Dario Augusto Borges Oliveira
With the global population on the rise, our cities have been expanding to accommodate the growing number of people. The expansion of cities generally leads to the engulfment of per…