RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner

no code implementations • 8 Feb 2024 • Ying Zang, Chenglong Fu, Runlong Cao, Didi Zhu, Min Zhang, WenJun Hu, Lanyun Zhu, Tianrun Chen

This pioneering work lays the groundwork for future research in semi-supervised learning for referring expression segmentation.

Image Segmentation Pseudo Label +5

Deep3DSketch+: Rapid 3D Modeling from Single Free-hand Sketches

no code implementations • 22 Sep 2023 • Tianrun Chen, Chenglong Fu, Ying Zang, Lanyun Zhu, Jia Zhang, Papa Mao, Lingyun Sun

In this work, we introduce a novel end-to-end approach, Deep3DSketch+, which performs 3D modeling using only a single free-hand sketch without inputting multiple sketches or view information.

SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More

1 code implementation • 18 Apr 2023 • Tianrun Chen, Lanyun Zhu, Chaotao Ding, Runlong Cao, Yan Wang, Zejian Li, Lingyun Sun, Papa Mao, Ying Zang

We can even outperform task-specific network models and achieve state-of-the-art performance in the task we tested: camouflaged object detection, shadow detection.

General Knowledge Image Segmentation +7