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Zhiyin Shao

2 accepted papers

2023

HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception

NeurIPS 2023poster

Model pre-training is essential in human-centric perception. In this paper, we first introduce masked image modeling (MIM) as a pre-training approach for this task. Upon revisiting the MIM training strategy, we reveal that human structure priors offer significant potential. Motivated by this insight…

2023

Unified Pre-Training with Pseudo Texts for Text-To-Image Person Re-Identification

ICCV 2023poster

The pre-training task is indispensable for the text-to-image person re-identification (T2I-ReID) task. However, there are two underlying inconsistencies between these two tasks that may impact the performance: i) Data inconsistency. A large domain gap exists between the generic images/texts used in…

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