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Achieve SOTA medical image segmentation with barely any labels by combining fine-grained visual features with text-based semantic guidance.
Achieve superior scene-consistent video generation by training a model to iteratively estimate geometry and render novel views, using geometry as context.
Autonomous driving gets a human-like reasoning boost: MindDriver uses progressive multimodal reasoning to bridge the gap between semantic understanding and physical trajectory planning.
By learning to project actions onto a low-dimensional manifold, ABot-M0 achieves faster and more stable robotic control policies compared to directly predicting actions in the full high-dimensional space.