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Fengbei Liu
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 40
Top Topics
Image Classification
Top Venues
CoRR
MICCAI (3)
Medical Image Anal.
CVPR
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Publications
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Yuanhong Chen
,
Yuyuan Liu
,
Chong Wang
,
Michael Elliott
,
Chun Fung Kwok
,
Carlos A. Peña-Solórzano
,
Yu Tian
,
Fengbei Liu
,
Helen Frazer
,
Davis J. McCarthy
,
Gustavo Carneiro
BRAIxDet: Learning to detect malignant breast lesion with incomplete annotations.
Medical Image Anal.
96 (2024)
Minh Nguyen
,
Batuhan K. Karaman
,
Heejong Kim
,
Alan Q. Wang
,
Fengbei Liu
,
Mert R. Sabuncu
Knockout: A simple way to handle missing inputs.
CoRR
(2024)
Chong Wang
,
Yuanhong Chen
,
Fengbei Liu
,
Michael Elliott
,
Chun Fung Kwok
,
Carlos Pena-Solorzano
,
Helen Frazer
,
Davis James McCarthy
,
Gustavo Carneiro
An Interpretable and Accurate Deep-Learning Diagnosis Framework Modeled With Fully and Semi-Supervised Reciprocal Learning.
IEEE Trans. Medical Imaging
43 (1) (2024)
Yuanhong Chen
,
Fengbei Liu
,
Hu Wang
,
Chong Wang
,
Yuyuan Liu
,
Yu Tian
,
Gustavo Carneiro
BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification.
ICCV
(2023)
Chong Wang
,
Yuanhong Chen
,
Fengbei Liu
,
Davis James McCarthy
,
Helen Frazer
,
Gustavo Carneiro
Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable Image Classification.
CoRR
(2023)
Chong Wang
,
Yuyuan Liu
,
Yuanhong Chen
,
Fengbei Liu
,
Yu Tian
,
Davis J. McCarthy
,
Helen Frazer
,
Gustavo Carneiro
Learning Support and Trivial Prototypes for Interpretable Image Classification.
CoRR
(2023)
Yu Tian
,
Guansong Pang
,
Yuyuan Liu
,
Chong Wang
,
Yuanhong Chen
,
Fengbei Liu
,
Rajvinder Singh
,
Johan W. Verjans
,
Mengyu Wang
,
Gustavo Carneiro
Unsupervised Anomaly Detection in Medical Images with a Memory-Augmented Multi-level Cross-Attentional Masked Autoencoder.
MLMI@MICCAI (2)
(2023)
Fengbei Liu
,
Yuanhong Chen
,
Chong Wang
,
Yuyuan Liu
,
Gustavo Carneiro
Generative Noisy-Label Learning by Implicit Dicriminative Approximation with Partial Label Prior.
CoRR
(2023)
Yuanhong Chen
,
Yuyuan Liu
,
Hu Wang
,
Fengbei Liu
,
Chong Wang
,
Gustavo Carneiro
A Closer Look at Audio-Visual Semantic Segmentation.
CoRR
(2023)
Chong Wang
,
Yuyuan Liu
,
Yuanhong Chen
,
Fengbei Liu
,
Yu Tian
,
Davis J. McCarthy
,
Helen Frazer
,
Gustavo Carneiro
Learning Support and Trivial Prototypes for Interpretable Image Classification.
ICCV
(2023)
Fengbei Liu
,
Yuanhong Chen
,
Chong Wang
,
Yu Tian
,
Gustavo Carneiro
Asymmetric Co-teaching with Multi-view Consensus for Noisy Label Learning.
CoRR
(2023)
Yu Tian
,
Fengbei Liu
,
Guansong Pang
,
Yuanhong Chen
,
Yuyuan Liu
,
Johan W. Verjans
,
Rajvinder Singh
,
Gustavo Carneiro
Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images.
Medical Image Anal.
90 (2023)
Yuanhong Chen
,
Yuyuan Liu
,
Chong Wang
,
Michael Elliott
,
Chun Fung Kwok
,
Carlos Pe na-Solorzano
,
Yu Tian
,
Fengbei Liu
,
Helen Frazer
,
Davis J. McCarthy
,
Gustavo Carneiro
BRAIxDet: Learning to Detect Malignant Breast Lesion with Incomplete Annotations.
CoRR
(2023)
Yu Tian
,
Yuyuan Liu
,
Guansong Pang
,
Fengbei Liu
,
Yuanhong Chen
,
Gustavo Carneiro
Pixel-Wise Energy-Biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes.
ECCV (39)
(2022)
Yuyuan Liu
,
Yu Tian
,
Yuanhong Chen
,
Fengbei Liu
,
Vasileios Belagiannis
,
Gustavo Carneiro
Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation.
CVPR
(2022)
Yu Tian
,
Guansong Pang
,
Fengbei Liu
,
Yuyuan Liu
,
Chong Wang
,
Yuanhong Chen
,
Johan W. Verjans
,
Gustavo Carneiro
Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection.
CoRR
(2022)
Yuanhong Chen
,
Hu Wang
,
Chong Wang
,
Yu Tian
,
Fengbei Liu
,
Michael Elliott
,
Davis J. McCarthy
,
Helen Frazer
,
Gustavo Carneiro
Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation.
CoRR
(2022)
Fengbei Liu
,
Yu Tian
,
Yuanhong Chen
,
Yuyuan Liu
,
Vasileios Belagiannis
,
Gustavo Carneiro
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification.
CVPR
(2022)
Chong Wang
,
Yuanhong Chen
,
Yuyuan Liu
,
Yu Tian
,
Fengbei Liu
,
Davis J. McCarthy
,
Michael Elliott
,
Helen Frazer
,
Gustavo Carneiro
Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models.
CoRR
(2022)
Yu Tian
,
Guansong Pang
,
Yuyuan Liu
,
Chong Wang
,
Yuanhong Chen
,
Fengbei Liu
,
Rajvinder Singh
,
Johan W. Verjans
,
Gustavo Carneiro
Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder.
CoRR
(2022)
Yuanhong Chen
,
Hu Wang
,
Chong Wang
,
Yu Tian
,
Fengbei Liu
,
Yuyuan Liu
,
Michael Elliott
,
Davis J. McCarthy
,
Helen Frazer
,
Gustavo Carneiro
Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation.
MICCAI (3)
(2022)
Yuyuan Liu
,
Yu Tian
,
Chong Wang
,
Yuanhong Chen
,
Fengbei Liu
,
Vasileios Belagiannis
,
Gustavo Carneiro
Translation Consistent Semi-supervised Segmentation for 3D Medical Images.
CoRR
(2022)
Yu Tian
,
Guansong Pang
,
Fengbei Liu
,
Yuyuan Liu
,
Chong Wang
,
Yuanhong Chen
,
Johan Verjans
,
Gustavo Carneiro
Contrastive Transformer-Based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection.
MICCAI (3)
(2022)
Chong Wang
,
Yuanhong Chen
,
Yuyuan Liu
,
Yu Tian
,
Fengbei Liu
,
Davis J. McCarthy
,
Michael Elliott
,
Helen Frazer
,
Gustavo Carneiro
Knowledge Distillation to Ensemble Global and Interpretable Prototype-Based Mammogram Classification Models.
MICCAI (3)
(2022)
Yuanhong Chen
,
Fengbei Liu
,
Yu Tian
,
Yuyuan Liu
,
Gustavo Carneiro
Semantic-guided Image Virtual Attribute Learning for Noisy Multi-label Chest X-ray Classification.
CoRR
(2022)
Fengbei Liu
,
Yuanhong Chen
,
Yu Tian
,
Yuyuan Liu
,
Chong Wang
,
Vasileios Belagiannis
,
Gustavo Carneiro
NVUM: Non-volatile Unbiased Memory for Robust Medical Image Classification.
MICCAI (3)
(2022)
Fengbei Liu
,
Yu Tian
,
Filipe R. Cordeiro
,
Vasileios Belagiannis
,
Ian D. Reid
,
Gustavo Carneiro
Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification.
CoRR
(2021)
Fengbei Liu
,
Yu Tian
,
Filipe R. Cordeiro
,
Vasileios Belagiannis
,
Ian D. Reid
,
Gustavo Carneiro
Self-supervised Mean Teacher for Semi-supervised Chest X-Ray Classification.
MLMI@MICCAI
(2021)
Yu Tian
,
Guansong Pang
,
Fengbei Liu
,
Yuanhong Chen
,
Seon-Ho Shin
,
Johan W. Verjans
,
Rajvinder Singh
,
Gustavo Carneiro
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images.
MICCAI (5)
(2021)
Yu Tian
,
Fengbei Liu
,
Guansong Pang
,
Yuanhong Chen
,
Yuyuan Liu
,
Johan W. Verjans
,
Rajvinder Singh
,
Gustavo Carneiro
Multi-centred Strong Augmentation via Contrastive Learning for Unsupervised Lesion Detection and Segmentation.
CoRR
(2021)
Fengbei Liu
,
Yu Tian
,
Yuanhong Chen
,
Yuyuan Liu
,
Vasileios Belagiannis
,
Gustavo Carneiro
ACPL: Anti-curriculum Pseudo-labelling forSemi-supervised Medical Image Classification.
CoRR
(2021)
Yaqub Jonmohamadi
,
Shahnewaz Ali
,
Fengbei Liu
,
Jonathan Roberts
,
Ross Crawford
,
Gustavo Carneiro
,
Ajay K. Pandey
3D Semantic Mapping from Arthroscopy Using Out-of-Distribution Pose and Depth and In-Distribution Segmentation Training.
MICCAI (2)
(2021)
Yu Tian
,
Yuyuan Liu
,
Guansong Pang
,
Fengbei Liu
,
Yuanhong Chen
,
Gustavo Carneiro
Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes.
CoRR
(2021)
Yu Tian
,
Guansong Pang
,
Fengbei Liu
,
Yuanhong Chen
,
Seon-Ho Shin
,
Johan W. Verjans
,
Rajvinder Singh
,
Gustavo Carneiro
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images.
CoRR
(2021)
Yuyuan Liu
,
Yu Tian
,
Yuanhong Chen
,
Fengbei Liu
,
Vasileios Belagiannis
,
Gustavo Carneiro
Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation.
CoRR
(2021)
Yaqub Jonmohamadi
,
Shahnewaz Ali
,
Fengbei Liu
,
Jonathan Roberts
,
Ross Crawford
,
Gustavo Carneiro
,
Ajay K. Pandey
3D Semantic Mapping from Arthroscopy using Out-of-distribution Pose and Depth and In-distribution Segmentation Training.
CoRR
(2021)
Fengbei Liu
,
Yu Tian
,
Filipe R. Cordeiro
,
Vasileios Belagiannis
,
Ian D. Reid
,
Gustavo Carneiro
Noisy Label Learning for Large-scale Medical Image Classification.
CoRR
(2021)
Yaqub Jonmohamadi
,
Yu Takeda
,
Fengbei Liu
,
Fumio Sasazawa
,
Gabriel Maicas
,
Ross Crawford
,
Jonathan Roberts
,
Ajay K. Pandey
,
Gustavo Carneiro
Automatic Segmentation of Multiple Structures in Knee Arthroscopy Using Deep Learning.
IEEE Access
8 (2020)
Fengbei Liu
,
Yaqub Jonmohamadi
,
Gabriel Maicas
,
Ajay K. Pandey
,
Gustavo Carneiro
Self-supervised Depth Estimation to Regularise Semantic Segmentation in Knee Arthroscopy.
MICCAI (1)
(2020)
Fengbei Liu
,
Yaqub Jonmohamadi
,
Gabriel Maicas
,
Ajay K. Pandey
,
Gustavo Carneiro
Self-supervised Depth Estimation to Regularise Semantic Segmentation in Knee Arthroscopy.
CoRR
(2020)