Scene Understanding

Unified Copernicus Foundation Model for Earth Vision: A multimodal approach to improve scalability, versatility, and adaptability of EO models.

Plane-DUSt3R: Leveraging pre-trained models for unposed sparse views room layout reconstruction, enhancing robustness and generalization.

KITAB-Bench: A new multi-domain Arabic OCR benchmark to bridge the performance gap with English OCR technologies.

CrossOver: Flexible scene-level cross-modal alignment via modality-agnostic embeddings, unlocking robust 3D scene understanding.

New geolocation dataset & reasoning framework enhance accuracy and interpretability by leveraging human gameplay data.