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Syed Roshaan Ali Shah

2 accepted papers

2026

TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation

ICLR 2026poster

Modern Earth observation (EO) increasingly leverages deep learning to harness the scale and diversity of satellite imagery across sensors and regions. While recent foundation models have demonstrated promising generalization across EO tasks, many remain limited by the scale, geographical coverage, a…

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2025

GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial Tasks

ICCV 2025poster

While numerous recent benchmarks focus on evaluating generic Vision-Language Models (VLMs), they do not effectively address the specific challenges of geospatial applications.Generic VLM benchmarks are not designed to handle the complexities of geospatial data, an essential component for application…