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Mingzhuo Yang

2 accepted papers

2025

Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient

AAAI 2025technical

Text-to-image diffusion models have achieved remarkable success in generating photorealistic images. However, the inclusion of sensitive information during pre-training poses significant risks. Machine Unlearning (MU) offers a promising solution to eliminate sensitive concepts from these models. Des…

2023

Exploring Diverse In-Context Configurations for Image Captioning

NeurIPS 2023poster

After discovering that Language Models (LMs) can be good in-context few-shot learners, numerous strategies have been proposed to optimize in-context sequence configurations. Recently, researchers in Vision-Language (VL) domains also develop their few-shot learners, while they only use the simplest w…