research
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03/23/2023
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology
Cell detection is a fundamental task in computational pathology that can...
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research
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12/16/2020
uBAM: Unsupervised Behavior Analysis and Magnification using Deep Learning
Motor behavior analysis is essential to biomedical research and clinical...
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04/12/2020
Sharing Matters for Generalization in Deep Metric Learning
Learning the similarity between images constitutes the foundation for nu...
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03/03/2020
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications
Trained on large datasets, deep learning (DL) can accurately classify vi...
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09/25/2019
MIC: Mining Interclass Characteristics for Improved Metric Learning
Metric learning seeks to embed images of objects suchthat class-defined ...
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11/09/2018
Cross and Learn: Cross-Modal Self-Supervision
In this paper we present a self-supervised method for representation lea...
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07/30/2018