no code implementations • 1 Apr 2024 • Jialou Wang, Manli Zhu, Yulei Li, Honglei Li, Longzhi Yang, Wai Lok Woo
As a result, Detect2Interact achieves consistent qualitative results on object key field detection across extensive test cases and outperforms the existing VQA system with object detection by providing a more reasonable and finer visual representation.
no code implementations • 23 Jan 2024 • Hao Yang, Hua Mao, Wai Lok Woo, Jie Chen, Xi Peng
Furthermore, the representation process for clustering is enhanced through spectral clustering, and the consistency across multiple views is improved.
no code implementations • 20 Nov 2023 • Jie Chen, Zhiming Li, Hua Mao, Wai Lok Woo, Xi Peng
In this paper, we propose a cross-view graph consistency learning (CGCL) method that learns invariant graph representations for link prediction.
no code implementations • 26 Oct 2023 • Daniel S. Roll, Zeyneb Kurt, Wai Lok Woo
The current study is limited to images generated in a space simulation environment, but the CosmosDSR methodology shows great potential in detecting and tracking satellites, paving the way for solutions to the Kessler syndrome.
no code implementations • 12 Sep 2023 • Rebeen Ali Hamad, Wai Lok Woo, Bo Wei, Longzhi Yang
Human activity recognition (HAR) is an essential research field that has been used in different applications including home and workplace automation, security and surveillance as well as healthcare.
1 code implementation • ICCV 2023 • Jie Chen, Hua Mao, Wai Lok Woo, Xi Peng
Then, a cluster-level CVCL strategy is presented to explore consistent semantic label information among the multiple views in the fine-tuning stage.
1 code implementation • 13 Dec 2022 • Olalekan Ogundipe, Zeyneb Kurt, Wai Lok Woo
Unraveling this variation will bring about improved in staging and treatment outcome, hence motivated by the advancement of Deep Neural Network libraries and different structures and factors within some genomic dataset, we aggregate atypical patterns in histopathological images with diverse carcinogenic expression from mRNA, miRNA and DNA Methylation as an integrative input source into an ensemble deep neural network for colon cancer stages classification and samples stratification into low or high risk survival groups.
no code implementations • 24 Apr 2022 • Vidya Rohini Konanur Sathish, Wai Lok Woo, Edmond S. L. Ho
Identifying sleep stages and patterns is an essential part of diagnosing and treating sleep disorders.
no code implementations • 31 Mar 2022 • Daniel Organisciak, Hubert P. H. Shum, Ephraim Nwoye, Wai Lok Woo
We collect a data set of psychiatric observations of patients based on DSM-5 criteria.
no code implementations • 13 Jan 2022 • Sai Prasanth Kadiyala, Wai Lok Woo
The obtained results have confirmed the validity of the findings uncovered by the explainer modules basing on the historical flood monthly rainfall data in Kerala.
no code implementations • 1 Dec 2021 • Zoe Moorton, Zeyneb Kurt, Wai Lok Woo
With the global issue of plastic debris ever expanding, it is about time that the technology industry stepped in.
no code implementations • 9 Jun 2021 • Kevin D. McCay, Edmond S. L. Ho, Dimitrios Sakkos, Wai Lok Woo, Claire Marcroft, Patricia Dulson, Nicholas D. Embleton
Providing early diagnosis of cerebral palsy (CP) is key to enhancing the developmental outcomes for those affected.