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Sanyuan Zhao*

2 accepted papers

2024

GTMS: A Gradient-driven Tree-guided Mask-free Referring Image Segmentation Method

ECCV 2024poster

"Referring image segmentation (RIS) aims to segment an object of interest by a given natural language expression. As fully-supervised methods require expensive pixel-wise labeling, mask-free solutions supervised by low-cost labels are largely desired. However, existing mask-free RIS methods suffer f…

2024

RepVF: A Unified Vector Fields Representation for Multi-task 3D Perception

ECCV 2024poster

"Concurrent processing of multiple autonomous driving 3D perception tasks within the same spatiotemporal scene poses a significant challenge, in particular due to the computational inefficiencies and feature competition between tasks when using traditional multi-task learning approaches. This paper…