Yichen Wu | DeepAI

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Featured Co-authors

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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...

0 Quanziang Wang, et al. ∙

∙ 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...

15 Yi Luo, et al. ∙

∙ 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...

0 Yichen Wu, et al. ∙

∙ 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...

0 Yi Luo, et al. ∙

∙ 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...

0 Xilin Yang, et al. ∙

∙ 08/03/2020

Learning to Purify Noisy Labels via Meta Soft Label Corrector

Recent deep neural networks (DNNs) can easily overfit to biased training...

1 Yichen Wu, et al. ∙

∙ 05/19/2020

Structural Residual Learning for Single Image Rain Removal

To alleviate the adverse effect of rain streaks in image processing task...

9 Hong Wang, et al. ∙

∙ 09/18/2019

A Survey on Rain Removal from Video and Single Image

Rain streaks might severely degenerate the performance of video/image pr...

10 Hong Wang, et al. ∙

∙ 07/15/2019

Deep learning-based color holographic microscopy

We report a framework based on a generative adversarial network (GAN) th...

11 Tairan Liu, et al. ∙

∙ 01/31/2019

Three-dimensional propagation and time-reversal of fluorescence images

Unlike holography, fluorescence microscopy lacks an image propagation an...

6 Yichen Wu, et al. ∙

∙ 01/30/2019

Resolution enhancement in scanning electron microscopy using deep learning

We report resolution enhancement in scanning electron microscopy (SEM) i...

0 Kevin de Haan, et al. ∙

∙ 11/17/2018

Cross-modality deep learning brings bright-field microscopy contrast to holography

Deep learning brings bright-field microscopy contrast to holographic ima...

0 Yichen Wu, et al. ∙

∙ 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...

0 Yichen Wu, et al. ∙

∙ 12/19/2012

A Practical Algorithm for Topic Modeling with Provable Guarantees

Topic models provide a useful method for dimensionality reduction and ex...

0 Sanjeev Arora, et al. ∙

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