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CASCADE redefines backdoor detection in multimodal learning by achieving near-perfect accuracy while effectively managing the ambiguity of poisoned samples.
T3HG-Editor achieves unprecedented garment consistency in 3D human editing by embedding body priors from the SMPL-X model, setting a new standard for fidelity in text-driven applications.
DVANet achieves superior performance in image restoration by effectively integrating degradation awareness with advanced visual priors, setting a new standard for handling complex image degradations.