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SCCCI Annual Report 2024 by Singapore Chinese Chamber of …
WebIn this work, we develop a deep learning-guided fiberoptic Raman diagnostic platform to assess its ability of real-time in vivo nasopharyngeal carcinoma (NPC) diagnosis and post-treatment follow-up of NPC patients. The robust Raman diagnostic platform is established using innovative multi-layer Raman-specified convolutional neural networks (RS-CNN) … WebJul 23, 2024 · Authors: Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren. Download PDF Abstract: Generating surgical reports aimed at surgical scene understanding in robot-assisted surgery can contribute to documenting entry tasks and post-operative analysis. Despite the impressive outcome, the deep learning model degrades the … ooty land price
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Web4 Mengya Xu, Mobarakol Islam , Chwee Ming Lim, and Hongliang Ren Class-Incremental learning with SupCon We decouple the classi er and the representation learning in the feature extraction model and propose a novel CIDA with SupCon loss [13] to enable the identi cation of both shared and new classes in the presence of domain shift. WebJan 17, 2024 · Results The proposed MTL model trained using task-aware optimization and fine-tuning techniques reported a balanced performance (BLEU score of 0.4049 for scene captioning and accuracy of 0.3508 for interaction detection) for both tasks on the target domain and performed on-par with single-task models in domain adaptation. Conclusion WebSep 21, 2024 · Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation Mengya Xu, Mobarakol Islam, Chwee Ming Lim & Hongliang Ren Conference paper First Online: 21 September 2024 5621 Accesses 6 Citations Part of the Lecture Notes in Computer Science book series (LNIP,volume 12904) Abstract ooty latest news