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Yan Ye

2 accepted papers

2025

LGDM: Latent Guidance in Diffusion Models for Perceptual Evaluations

ICML 2025poster

Despite recent advancements in latent diffusion models that generate high-dimensional image data and perform various downstream tasks, there has been little exploration into perceptual consistency within these models on the task of No-Reference Image Quality Assessment (NR-IQA). In this paper, we hy…

Cited by 0SourcePDFScholar
2021

MAU: A Motion-Aware Unit for Video Prediction and Beyond

NeurIPS 2021poster

Accurately predicting inter-frame motion information plays a key role in video prediction tasks. In this paper, we propose a Motion-Aware Unit (MAU) to capture reliable inter-frame motion information by broadening the temporal receptive field of the predictive units. The MAU consists of two modules,…