Kristina Monakhova

According to our database, Kristina Monakhova authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

QUTCC: Quantile Uncertainty Training and Conformal Calibration for Imaging Inverse Problems.

Cassandra Tong Ye, Shamus Li, Tyler King, Kristina Monakhova

CoRR, July, 2025

Single-shot HDR using conventional image sensor shutter functions and optical randomization.

Xiang Dai, Kyrollos Yanny, Kristina Monakhova, Nicholas Antipa

CoRR, June, 2025

2023

Learned, Uncertainty-driven Adaptive Acquisition for Photon-Efficient Multiphoton Microscopy.

Cassandra Tong Ye, Jiashu Han, Kunzan Liu, Anastasios Angelopoulos, Linda Griffith, Kristina Monakhova, Sixian You

CoRR, 2023

2022

Physics-Informed Machine Learning for Computational Imaging

Kristina Monakhova

PhD thesis, 2022

Dancing under the stars: video denoising in starlight.

Kristina Monakhova, Stephan R. Richter, Laura Waller, Vladlen Koltun

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Untrained networks for compressive lensless photography.

Kristina Monakhova, Vi Tran, Grace Kuo, Laura Waller

CoRR, 2021

2020

Miniscope3D: optimized single-shot miniature 3D fluorescence microscopy.

Kyrollos Yanny, Nick Antipa, William Liberti, Sam Dehaeck, Kristina Monakhova, Fanglin Linda Liu, Konlin Shen, Ren Ng, Laura Waller

CoRR, 2020

Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array.

Kristina Monakhova, Kyrollos Yanny, Neerja Aggarwal, Laura Waller

CoRR, 2020

2019

Learned reconstructions for practical mask-based lensless imaging.

Kristina Monakhova, Joshua Yurtsever, Grace Kuo, Nick Antipa, Kyrollos Yanny, Laura Waller

CoRR, 2019