Browsing "Theses" by Advisor Carneiro, Gustavo

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Showing results 1 to 16 of 16
PreviewIssue DateTitleAuthor(s)
2016Automated detection, segmentation and classification of masses from mammograms using deep learningDhungel, Neeraj
2020Bayesian Data Augmentation and Generative Active Learning for Robust Imbalanced Deep LearningTran, Toan Minh
2021Closing the implementation gap in pre-deployment medical AI study designOakden-Rayner, Luke
2020Data Augmentation for Multi-domain and Multi-modal Generalised Zero-shot LearningFelix Alves, Raphael
2022Deep Anomaly Detection in Computer Vision and Medical ImagingTian, Yu
2019Efficient Deep Learning Models with Autoencoder Regularization and Information Bottleneck CompressionWilliams, Jerome Oskar
2020Endoscopy-focused primary, secondary and tertiary prevention of colorectal cancerZorrón Cheng Tao Pu, Leonardo
2015Medical Image Segmentation Combining Level Set Method and Deep Belief NetworksNgo, Tuan Anh
2017Methods for Understanding and Improving Deep Learning Classification ModelsLiao, Zhibin
2017Moving last squares registration in computer vision: new applications and algorithmsLiu, William
2018Pre-hoc and Post-hoc Diagnosis and Interpretation of Breast Magnetic Resonance VolumesMaicas Suso, Gabriel
2021Relaxed Invariant Representation for Unsupervised Domain AdaptationAskari Lyarjdameh, Hossein
2020Self-Supervised Learning for GeometryZhan, Huangying
2020Single View 3D Reconstruction using Deep LearningJohnston, Adrian Robert
2022Weakly Supervised Localization for Censor Aware Survival Prediction from Medical ImagesHermoza Aragones, Renato
2024Weakly-supervised learning in Computer Vision and Medical ImagingLiu, Fengbei