3 papers
cs.LG2023
Decoupling anomaly discrimination and representation learning: self-supervised learning for anomaly detection on attributed graph
YanMing Hu, Chuan Chen, BoWen Deng +4
Anomaly detection on attributed graphs is a crucial topic for its practical application. Existing methods suffer from semantic mixture and imbalance issue because they mainly focus…
cs.CV2022
TadML: A fast temporal action detection with Mechanics-MLP
Bowen Deng, Dongchang Liu
Temporal Action Detection(TAD) is a crucial but challenging task in video understanding.It is aimed at detecting both the type and start-end frame for each action instance in a lon…
cs.CV2021
Addressing Multiple Salient Object Detection via Dual-Space Long-Range Dependencies
Bowen Deng, Andrew P. French, Michael P. Pound
Salient object detection plays an important role in many downstream tasks. However, complex real-world scenes with varying scales and numbers of salient objects still pose a challe…