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Brian C. Lovell
Professor, School of EECS, University of Queensland
Joined
February 2019
Names
Brian C. Lovell
(Preferred)
,
Brian Lovell
Emails
****@itee.uq.edu.au
(Confirmed)
,
****@eecs.uq.edu.au
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Professor
School of EECS,
University of Queensland
(uq.edu.au)
2008
–
Present
Advisors, Relations & Conflicts
Coauthor
Dacheng Tao
2016
–
2016
Coauthor
Conrad Sanderson
2008
–
2016
Coauthor
Gennaro Percannella
2014
–
2015
Coauthor
Chunhua Shen
2011
–
2015
Coauthor
Mathieu Salzmann
2013
–
2014
Coauthor
Francois Bremond
2011
–
2014
Coauthor
Fatih Porikli
2011
–
2014
Coauthor
Anthony Hoogs
2011
–
2014
Coauthor
Sharathchandra Pankanti
2011
–
2014
Coauthor
Masoud Faraki
2011
–
2014
Coauthor
Mahsa Baktashmotlagh
2011
–
2014
Postdoc Advisee
Mehrtash Tafazzoli Harandi
2011
–
2014
Coauthor
Peter Tu
2011
–
2014
Coauthor
Peter Tu
2011
–
2014
Coauthor
Azadeh Alavi
2011
–
2014
Coauthor
Richard Hartley
2011
–
2014
Coauthor
Mathieu Salzmann
2011
–
2014
Coauthor
Shaokang Chen
2011
–
2014
Coauthor
Azadeh Alavi
2011
–
2014
Coauthor
Sharath Pankanti
2011
–
2014
Coauthor
Mahsa Baktashmotlagh
2011
–
2014
Coauthor
Liangchen Liu
2011
–
2014
Coauthor
Arnold Wiliem
2011
–
2014
Coauthor
Kun Zhao
2011
–
2014
Coauthor
Hongxing Wang
2010
–
2010
Expertise
Artificial Intelligence
2017
–
Present
Digital Pathology
2010
–
Present
Computer Vision
2002
–
Present
Face Recognition
2000
–
Present
Biometrics
2000
–
Present
Deep Learning and Machine Learning
1994
–
Present
Publications
SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images
Kaiyu Guo
,
Tan Pan
,
Chen Jiang
,
Zijian Wang
,
Brian C. Lovell
,
LIMEI HAN
,
Yuan Cheng
,
Mahsa Baktashmotlagh
Submitted to ICLR 2026
Readers:
Everyone
Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization
Tan Pan
,
Kaiyu Guo
,
Dongli Xu
,
Zhaorui Tan
,
Chen Jiang
,
Deshu Chen
,
Xin Guo
,
Brian C. Lovell
,
LIMEI HAN
,
Yuan Cheng
,
Mahsa Baktashmotlagh
NeurIPS 2025 poster
Readers:
Everyone
Unified Framework for Histopathology Image Augmentation and Classification via Generative Models
Meng Li
,
Chaoyi Li
,
Can Peng
,
Brian C. Lovell
2024 International Conference on Digital Image Computing: Techniques and Applications (DICTA)
Readers:
Everyone
Uncertainty-Guided Cross-Modality Semi-Supervised Learning for MRI Segmentation
Chaoyi Li
,
Brian C. Lovell
2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA)
Readers:
Everyone
Dynamic Curriculum Learning via In-Domain Uncertainty for Medical Image Classification
Chaoyi Li
,
Meng Li
,
Can Peng
,
Brian C. Lovell
Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
Readers:
Everyone
Improving Out-of-Distribution Detection via Dynamic Covariance Calibration
Kaiyu Guo
,
Zijian Wang
,
Tan Pan
,
Brian C. Lovell
,
Mahsa Baktashmotlagh
ICML 2025 poster
Readers:
Everyone
Spectral Contrastive Regression
Kaiyu Guo
,
Zijian Wang
,
Brian C. Lovell
,
Mahsa Baktashmotlagh
Submitted to ICLR 2024
Readers:
Everyone
MedViTGAN: End-to-End Conditional GAN for Histopathology Image Augmentation with Vision Transformers
Meng Li
,
Chaoyi Li
,
Brian C. Lovell
12 Nov 2022 (modified: 12 Nov 2022)
OpenReview Archive Direct Upload
Readers:
Everyone
MedViTGAN: End-to-End Conditional GAN for Histopathology Image Augmentation with Vision Transformers
Meng Li
,
Chaoyi Li
,
Brian C. Lovell
12 Nov 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Deep Adaptive Few Example Learning for Microscopy Image Cell Counting
Meng Li
,
Kun Zhao
,
Can Peng
,
Brian C. Lovell
12 Nov 2022
OpenReview Archive Direct Upload
Readers:
Everyone
View all 256 publications
Co-Authors
Abbas Bigdeli
Abhinav Kumar Singh
Adam Postula
Alberto Del Bimbo
Alessia Saggese
Ali Emami
Amelia W. Azman
Amin Ahmadi
Amioy Kumar
Anastasia Miros
Andres Sanin
Andrew P. Bradley
Andrew W. B. Smith
Anil K. Jain
Anne Chang
Anthony Hoogs
Anthony Jennings
Arne Troskie
Arnold Wiliem
Asser Samak
Azadeh Alavi
Babak Nadjar Araabi
Ben Appleton
Bernhard Rinner
Binn Di
View all 172 co-authors