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08/14/2023
CBA: Improving Online Continual Learning via Continual Bias Adaptor
Online continual learning (CL) aims to learn new knowledge and consolida...
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08/30/2022
Virtual impactor-based label-free bio-aerosol detection using holography and deep learning
Exposure to bio-aerosols such as mold spores and pollen can lead to adve...
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06/09/2022
Learning to generate imaginary tasks for improving generalization in meta-learning
The success of meta-learning on existing benchmarks is predicated on the...
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03/31/2021
Dynamic imaging and characterization of volatile aerosols in e-cigarette emissions using deep learning-based holographic microscopy
Various volatile aerosols have been associated with adverse health effec...
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12/22/2020
Deep learning-based virtual refocusing of images using an engineered point-spread function
We present a virtual image refocusing method over an extended depth of f...
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08/03/2020
Learning to Purify Noisy Labels via Meta Soft Label Corrector
Recent deep neural networks (DNNs) can easily overfit to biased training...
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05/19/2020
Structural Residual Learning for Single Image Rain Removal
To alleviate the adverse effect of rain streaks in image processing task...
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09/18/2019
A Survey on Rain Removal from Video and Single Image
Rain streaks might severely degenerate the performance of video/image pr...
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07/15/2019
Deep learning-based color holographic microscopy
We report a framework based on a generative adversarial network (GAN) th...
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01/31/2019
Three-dimensional propagation and time-reversal of fluorescence images
Unlike holography, fluorescence microscopy lacks an image propagation an...
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01/30/2019
Resolution enhancement in scanning electron microscopy using deep learning
We report resolution enhancement in scanning electron microscopy (SEM) i...
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11/17/2018
Cross-modality deep learning brings bright-field microscopy contrast to holography
Deep learning brings bright-field microscopy contrast to holographic ima...
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03/21/2018
Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery
Holography encodes the three dimensional (3D) information of a sample in...
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12/19/2012