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NeurIPS 2026Oak Ridge National LaboratoryUMNVision backbones

Evaluating Deployable Inference-Time Error Prediction in Vision MoEs

Aristeidis Tsaris, JangHyeon Lee, Abhishek Potnis, Philipe Dias and 4 more

Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026

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NeurIPS 2026Oak Ridge National Laboratory, University of Minnesota - TwinUMNU Maryland Baltimore CountyUnified multimodal models

MOSAIC-CONUS: A Multimodal, Multi-Temporally Paired dataset for Earth Sciences

MOSAIC-CONUS introduces a point-indexed multimodal Earth observation dataset over the contiguous U.S. with cross-sensor alignment tables and benchmarks for geospatial AI embeddings.

Abhishek Potnis, Youssef Hussein, Waqwoya Abebe, JangHyeon Lee and 6 more

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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