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Naoki Murata

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• GUDA: Counterfactual Group-wise Training Data Attribution for Diffusion Models via Unlearning
• Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment
• Locality-Aware Continual Unlearning for Diffusion Models