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Lightning UQ Box

community
https://lightning-uq-box.readthedocs.io/en/latest/
lightning-uq-box
Activity Feed

AI & ML interests

Uncertainty Quantification, Bayesian Deep Learning, Conformal Prediction

Nils Lehmann's profile picture

nilsleh 
authored 5 papers 4 months ago

SSL4EO-L: Datasets and Foundation Models for Landsat Imagery

Paper • 2306.09424 • Published Jun 15, 2023

GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models

Paper • 2503.06312 • Published Mar 8, 2025

GEO-Bench-2: From Performance to Capability, Rethinking Evaluation in Geospatial AI

Paper • 2511.15658 • Published Nov 19, 2025 • 2

EO-VAE: Towards A Multi-sensor Tokenizer for Earth Observation Data

Paper • 2602.12177 • Published Feb 12

Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation

Paper • 2503.10845 • Published Mar 13, 2025
nilsleh 
updated a model about 2 years ago

lightning-uq-box/ddpm

Updated Jun 2, 2024
nilsleh 
updated 4 models over 2 years ago

lightning-uq-box/land_cover_segmentation_notebook

Updated Apr 22, 2024

lightning-uq-box/loveda_det_resnet18

Updated Apr 21, 2024

lightning-uq-box/loveda_bnn_resnet18

Updated Apr 21, 2024

lightning-uq-box/loveda_probunet_resnet18

Updated Apr 21, 2024
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