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Chinese Academy of Sciences
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OBBSeg leverages Oriented Bounding Boxes to achieve segmentation accuracy comparable to fully supervised methods while significantly reducing annotation effort.
ActiveScope achieves a remarkable 96.34% accuracy in high-resolution image understanding by actively correcting perception flaws in MLLMs.
Stop blindly steering all layers of your LVLM - this new method uses attribution to apply targeted interventions only where hallucinations originate, preserving performance on general tasks.
