Brian C. Lovell
9 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(5)
Application Areas
(5)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Mathematics & Optimization
(2)
Analysis
(2)
Core AI · Computer Vision
(2)
Domain-Specific
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Core AI · Artificial Intelligence
(1)
Learning Types · Deep Learning
(1)
Keywords
domain adaptation
(3)
grassmann manifold
(2)
unsupervised learning
(2)
transfer learning
(1)
feature extraction
(1)
sparse coding
(1)
subspace learning
(1)
sparse representation
(1)
self-supervised learning
(1)
medical imaging
(1)
weakly supervised learning
(1)
face recognition
(1)
medical image classification
(1)
nearest neighbor
(1)
distribution matching
(1)
maximum mean discrepancy
(1)
reconstruction error
(1)
visual object recognition
(1)
information geometry
(1)
riemannian manifold
(1)
Papers
Improving Out-of-Distribution Detection via Dynamic Covariance Calibration
ICML 2025
Few-Shot Class-Incremental Learning from an Open-Set Perspective
ECCV 2022
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels
AAAI 2021
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification
CVPR 2020
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks
ECCV 2018
Domain Adaptation on the Statistical Manifold
CVPR 2014
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution
ICCV 2013
Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces
CVPR 2013
Unsupervised Domain Adaptation by Domain Invariant Projection
ICCV 2013