Abstract: Panoramic radiography (PX) is widely used in dentistry but provides only a flattened 2D view; Cone Beam Computed Tomography CT (CBCT) recovers 3D anatomy at higher dose and cost. We tackle ...
Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction
In autonomous driving, understanding the 3D world over time is critical. Yet, most vision-based 3D Occupancy (VisionOcc) methods only scratch the surface of temporal fusion, focusing on simple ...
Abstract: Recent research on generating 3D assets from single-view inputs by diffusion models has attracted great attention. However, existing diffusion models face challenges such as lack of 3D ...
This ensures that a "win" is only counted if it is both statistically significant and practically relevant, providing a robust and nuanced ranking system.
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