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Xiaopeng Hong*

2 accepted papers

2024

Multi-modal Crowd Counting via a Broker Modality

ECCV 2024poster

"Multi-modal crowd counting involves estimating crowd density from both visual and thermal/depth images. This task is challenging due to the significant gap between these distinct modalities. In this paper, we propose a novel approach by introducing an auxiliary broker modality and on this basis fra…

2024

Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation

ECCV 2024poster

"Continual Test-Time Adaptation (CTTA) involves adapting a pre-trained source model to continually changing unsupervised target domains. In this paper, we systematically analyze the challenges of this task: online environment, unsupervised nature, and the risks of error accumulation and catastrophic…