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05/23/2023
Mitigating Test-Time Bias for Fair Image Retrieval
We address the challenge of generating fair and unbiased image retrieval...
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06/04/2021
Efficient Classification of Very Large Images with Tiny Objects
An increasing number of applications in the computer vision domain, spec...
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12/06/2020
Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models
Deep neural networks have shown significant promise in comprehending com...
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04/09/2020
Physics-enhanced machine learning for virtual fluorescence microscopy
This paper introduces a supervised deep-learning network that jointly op...
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01/15/2020