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Kristina Monakhova
Kristina Monakhova
Incoming Assistant Professor at Cornell CS
在 cornell.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array
K Monakhova, K Yanny, N Aggarwal, L Waller
Optica 7 (10), 1298-1307, 2020
1652020
Learned reconstructions for practical mask-based lensless imaging
K Monakhova, J Yurtsever, G Kuo, N Antipa, K Yanny, L Waller
Optics express 27 (20), 28075-28090, 2019
1442019
Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy
K Yanny, N Antipa, W Liberti, S Dehaeck, K Monakhova, FL Liu, K Shen, ...
Light: Science & Applications 9 (1), 171, 2020
1342020
Deep learning for fast spatially varying deconvolution
K Yanny, K Monakhova, RW Shuai, L Waller
Optica 9 (1), 96-99, 2022
762022
Untrained networks for compressive lensless photography
K Monakhova, V Tran, G Kuo, L Waller
Optics Express 29 (13), 20913-20929, 2021
472021
Dancing under the stars: video denoising in starlight
K Monakhova, SR Richter, L Waller, V Koltun
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
402022
Learned, uncertainty-driven adaptive acquisition for photon-efficient multiphoton microscopy
CT Ye, J Han, K Liu, A Angelopoulos, L Griffith, K Monakhova, S You
arXiv preprint arXiv:2310.16102, 2023
32023
Snapshot hyperspectral imaging using a random phase mask and spectral filter array
K Monakhova, K Yanny, L Waller
Computational Optical Sensing and Imaging, JF2F. 4, 2020
32020
Spatially-varying microscope calibration from unstructured sparse inputs
G Kuo, K Monakhova, K Yanny, R Ng, L Waller
Computational Optical Sensing and Imaging, CF4C. 4, 2020
32020
Unrolled, model-based networks for lensless imaging
K Monakhova, J Yurtsever, G Kuo, N Antipa, K Yanny, L Waller
NeurIPS 2019 Workshop on Solving Inverse Problems with Deep Networks, 2019
32019
Author Correction: Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy
K Yanny, N Antipa, W Liberti, S Dehaeck, K Monakhova, FL Liu, K Shen, ...
Light, Science & Applications 12, 2023
12023
Multiwienernet: Deep learning for fast shift-varying deconvolution
RW Shuai, K Yanny, K Monakhova, L Waller
Computational Optical Sensing and Imaging, CTh5A. 5, 2021
12021
Multi-sensor lensless imaging: Synthetic large-format sensing with a disjoint sensor array
E Zhao, N Deshler, K Monakhova, L Waller
Computational optical sensing and imaging, CF2C. 6, 2020
12020
Learning for lensless mask-based imaging
K Monakhova, N Antipa, L Waller
Computational Optical Sensing and Imaging, CTu3A. 2, 2019
12019
System-and Sample-agnostic Isotropic 3D Microscopy by Weakly Physics-informed, Domain-shift-resistant Axial Deblurring
J Han, K Liu, KB Isaacson, K Monakhova, LG Griffith, S You
arXiv preprint arXiv:2406.06337, 2024
2024
Leveraging uncertainty quantification in adaptive multiphoton microscopy acquisition
CT Ye, J Han, K Liu, A Angelopoulos, L Griffith, K Monakhova, S You
Computational Optical Imaging and Artificial Intelligence in Biomedical …, 2024
2024
Physics-informed machine learning for computational imaging: From lensless cameras to low light videography
K Monakhova
Emerging Topics in Artificial Intelligence (ETAI) 2023, PC1265511, 2023
2023
Spectral DefocusCam: hyperspectral imaging using defocus and a spectral filter array
C Foley, K Monakhova, K Yanny, L Waller
Computational Optical Sensing and Imaging, CF2C. 1, 2022
2022
Physics-Informed Machine Learning for Computational Imaging
K Monakhova
University of California, Berkeley, 2022
2022
Compressed Sensing 3D Fluorescence Microscopy Using Optimized Phase Mask
K Yanny, N Antipa, W Liberti, S Dehaeck, K Monakhova, FL Liu, K Shen, ...
Computational Optical Sensing and Imaging, CW4B. 5, 2020
2020
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