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cs.CV2026
Material-informed Gaussian Splatting for 3D World Reconstruction in a Digital Twin
Andy Huynh, João Malheiro Silva, Holger Caesar +1
3D reconstruction for Digital Twins often relies on LiDAR-based methods, which provide accurate geometry but lack the semantics and textures naturally captured by cameras. Traditio…
cs.CV2024
Contrastive ground-level image and remote sensing pre-training improves representation learning for natural world imagery
Andy V. Huynh, Lauren E. Gillespie, Jael Lopez-Saucedo +3
Multimodal image-text contrastive learning has shown that joint representations can be learned across modalities. Here, we show how leveraging multiple views of image data with con…