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Duy M. H. Nguyen

2 accepted papers

2023

Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering

AAAI 2023technical

Collecting large-scale medical datasets with fully annotated samples for training of deep networks is prohibitively expensive, especially for 3D volume data. Recent breakthroughs in self-supervised learning (SSL) offer the ability to overcome the lack of labeled training samples by learning feature…

Cited by 23SourcePDFScholar
2022

LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking

CVPR 2022poster

Multi-Camera Multi-Object Tracking is currently drawing attention in the computer vision field due to its superior performance in real-world applications such as video surveillance with crowded scenes or in wide spaces. In this work, we propose a mathematically elegant multi-camera multiple object t…

Cited by 44PDFcodeScholar