Kristof Van Tricht

VITO Remote Sensing

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (1)World Models & Planning (1)Computer Vision (1)Data Curation & Synthetic Data (1)

Frequent co-authors

Syed Roshaan Ali Shah (2)Kasper Bonte (1)David Bekaert (1)K. V. Tricht (1)

Papers (2)

Aug 6, 2026

Syed Roshaan Ali Shah +52w ago·also VITO Remote Sensing

Multi-Year Geospatial Reasoning using Interannually-Consistent Historical Predictions as a Free Input Modality

Integrating historical predictions into geospatial models boosts crop classification accuracy by over 1.6 percentage points, correcting significant recall biases.

Syed Roshaan Ali Shah, Kasper Bonte, David Bekaert +3

Multimodal Models World Models & Planning

Jul 27, 2026

Jul 27, 2026·also VITO Remote Sensing

Embeddings based Anomaly Detection for Cleaning Global Crop Type Reference Datasets

Flagging mislabelled data can boost crop-type mapping accuracy by up to 5x, transforming how we clean noisy Earth observation datasets.

Syed Roshaan Ali Shah, Kristof Van Tricht, Christina Butsko +2

Computer Vision Data Curation & Synthetic Data

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Kristof Van Tricht

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)