I obtained my PhD in Electrical Engineering and Computer Sciences from UC Berkeley with Laura Waller. During my PhD, I was affiliated with the Berkeley Artificial Intelligence Research (BAIR) Lab and was supported by the NSF GRFP fellowship. My PhD dissertation was on Physics-Informed Machine Learning for Computational Imaging.
For Cornell related topics, feel free to email me at monakhova[at]cornell.edu. For MIT related topics, feel free to email me at monakho[at]mit.edu
@inproceedings{monakhova2022dancing,title={Dancing under the stars: video denoising in starlight},author={Monakhova, Kristina and Richter, Stephan R and Waller, Laura and Koltun, Vladlen},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},pages={16241--16251},year={2022},video={https://www.youtube.com/watch?v=eFvQs2j9RMw},}
2020
Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array
Kristina Monakhova, Kyrollos Yanny, Neerja Aggarwal, and 1 more author
@article{monakhova2020spectral,title={Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array},author={Monakhova, Kristina and Yanny, Kyrollos and Aggarwal, Neerja and Waller, Laura},journal={Optica},volume={7},number={10},pages={1298--1307},year={2020},publisher={Optica Publishing Group},group={journal},}
2019
Learned reconstructions for practical mask-based lensless imaging
Kristina Monakhova, Joshua Yurtsever, Grace Kuo, and 3 more authors
@article{monakhova2019learned,title={Learned reconstructions for practical mask-based lensless imaging},author={Monakhova, Kristina and Yurtsever, Joshua and Kuo, Grace and Antipa, Nick and Yanny, Kyrollos and Waller, Laura},journal={Optics express},volume={27},number={20},pages={28075--28090},year={2019},publisher={Optica Publishing Group},}
