no code implementations • 6 Apr 2024 • Danpei Zhao, Bo Yuan, Ziqiang Chen, Tian Li, Zhuoran Liu, Wentao Li, Yue Gao
Experimental results on FineGrip demonstrate the feasibility of the panoptic perception task and the beneficial effect of multi-task joint optimization on individual tasks.
1 code implementation • 16 Dec 2023 • Wentao Li, Danpei Zhao, Bo Yuan, Yue Gao, Zhenwei Shi
Fine-grained object detection (FGOD) extends object detection with the capability of fine-grained recognition.
1 code implementation • 22 Oct 2023 • Bo Yuan, Danpei Zhao
In this paper, we present a review of CSS, committing to building a comprehensive survey on problem formulations, primary challenges, universal datasets, neoteric theories and multifarious applications.
no code implementations • 27 Sep 2023 • Danpei Zhao, Bo Yuan, Zhenwei Shi
In this paper, we propose to address CISS without exemplar memory and resolve catastrophic forgetting as well as semantic drift synchronously.
Class-Incremental Semantic Segmentation Contrastive Learning +2
no code implementations • 5 Apr 2022 • Bo Yuan, Danpei Zhao, Shuai Shao, Zehuan Yuan, Changhu Wang
In two typical cross-domain semantic segmentation tasks, i. e., GTA5 to Cityscapes and SYNTHIA to Cityscapes, our method achieves the state-of-the-art segmentation accuracy.
1 code implementation • CVPR 2022 • Zhendong Yang, Zhe Li, Xiaohu Jiang, Yuan Gong, Zehuan Yuan, Danpei Zhao, Chun Yuan
Global distillation rebuilds the relation between different pixels and transfers it from teachers to students, compensating for missing global information in focal distillation.
Ranked #1 on Knowledge Distillation on MS COCO