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East China Normal University
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Stop passively waiting for retrieval cues – ProactAgent proactively asks for information from its memory and skills, leading to significant gains in lifelong learning performance.
DINO, not CLIP, might be the better foundation for open-set 3D object retrieval, especially when paired with dynamic view integration and virtual feature synthesis to avoid overfitting.
