Yi Yang*

2 accepted papers

2024

General and Task-Oriented Video Segmentation

Mu Chen, Liulei Li, Wenguan Wang, Ruijie Quan, Yi Yang*

ECCV 2024poster

"We present GvSeg, a general video segmentation framework for addressing four different video segmentation tasks (, instance, semantic, panoptic, and exemplar-guided) while maintaining an identical architectural design. Currently, there is a trend towards developing general video segmentation soluti…

Cited by 8 Source ↗PDF ↗code ↗Scholar ↗

2024

Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape Data

Tuo Feng, Wenguan Wang, Ruijie Quan, Yi Yang*

ECCV 2024poster

"Current 3D self-supervised learning methods of 3D scenes face a data desert issue, resulting from the time-consuming and expensive collecting process of 3D scene data. Conversely, 3D shape datasets are easier to collect. Despite this, existing pre-training strategies on shape data offer limited pot…

Cited by 6 Source ↗PDF ↗code ↗Scholar ↗