1 code implementation • 14 Dec 2023 • Shuailei Ma, Yuefeng Wang, Ying WEI, Jiaqi Fan, Enming Zhang, Xinyu Sun, Peihao Chen
Ablation experiments demonstrate that both of them are effective in mitigating the impact of open-world knowledge distillation on the learning of known objects.
1 code implementation • 21 Mar 2023 • Shuailei Ma, Yuefeng Wang, Ying WEI, Peihao Chen, Zhixiang Ye, Jiaqi Fan, Enming Zhang, Thomas H. Li
We propose leveraging the VL as the ``Brain'' of the open-world detector by simply generating unknown labels.
1 code implementation • 8 Jan 2023 • Shuailei Ma, Yuefeng Wang, Shanze Wang, Ying WEI
HSAM and TAM semantically align and merge the extracted features and query embeddings in the hierarchical spatial and task perspectives in turn.
Ranked #6 on Human-Object Interaction Detection on HICO-DET
no code implementations • CVPR 2023 • Shuailei Ma, Yuefeng Wang, Jiaqi Fan, Ying WEI, Thomas H. Li, Hongli Liu, Fanbing Lv
Open-world object detection (OWOD), as a more general and challenging goal, requires the model trained from data on known objects to detect both known and unknown objects and incrementally learn to identify these unknown objects.
no code implementations • 28 Apr 2022 • Huadong Li, Yuefeng Wang, Ying WEI, Lin Wang, Li Ge
Finally, the distance between vehicle appearances is presented by the discriminative region features and multi-view features together.
no code implementations • 17 Dec 2018 • Maksym Tsytlonok, Hugo Sanabria, Yuefeng Wang, Suren Felekyan, Katherina Hemmen, Aaron Phillips, Mi-Kyung Yun, Brett Waddell, Cheon-Gil Park, Sivaraja Vaithiyalingam, Luigi Iconaru, Stephen W. White, Peter Tompa, Claus A. M. Seidel, Richard Kriwacki
p27$^{Kip1}$ (p27) is an intrinsically disordered protein (IDP) that folds upon binding to cyclin-dependent kinase (Cdk)$/$cyclin complexes (e. g., Cdk2$/$cyclin A), inhibiting their catalytic activity and causing cell cycle arrest.