Search Results for author: Kevin Hung

Found 3 papers, 1 papers with code

CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation

1 code implementation3 Apr 2024 Townim Faisal Chowdhury, Kewen Liao, Vu Minh Hieu Phan, Minh-Son To, Yutong Xie, Kevin Hung, David Ross, Anton Van Den Hengel, Johan W. Verjans, Zhibin Liao

Deep Neural Networks (DNNs) are widely used for visual classification tasks, but their complex computation process and black-box nature hinder decision transparency and interpretability.

Decision Making

POP-CNN: Predicting Odor's Pleasantness with Convolutional Neural Network

no code implementations19 Mar 2019 Danli Wu, Yu Cheng, Dehan Luo, Kin-Yeung Wong, Kevin Hung, Zhijing Yang

Predicting odor's pleasantness simplifies the evaluation of odors and has the potential to be applied in perfumes and environmental monitoring industry.

Deep Nearest Class Mean Model for Incremental Odor Classification

no code implementations8 Jan 2018 Yu Cheng, Angus Wong, Kevin Hung, Zhizhong Li, Weitong Li, Jun Zhang

That is, the odor datasets are dynamically growing while both training samples and number of classes are increasing over time.

Classification General Classification

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