Zhizhen Zhao

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Research Output

  • 14 Article
  • 10 Conference contribution
  • 2 Conference article
  • 1 Commissioned report

Analog forecasting with dynamics-adapted kernels

Zhao, Z. & Giannakis, D., Aug 12 2016, In : Nonlinearity. 29, 9, p. 2888-2939 52 p.

Research output: Contribution to journalArticle

A Spectral Method for Stable Bispectrum Inversion with Application to Multireference Alignment

Chen, H., Zehni, M. & Zhao, Z., Jul 2018, In : IEEE Signal Processing Letters. 25, 7, p. 911-915 5 p.

Research output: Contribution to journalArticle

Bispectrum Inversion with Application to Multireference Alignment

Bendory, T., Boumal, N., Ma, C., Zhao, Z. & Singer, A., Feb 15 2018, In : IEEE Transactions on Signal Processing. 66, 4, p. 1037-1050 14 p., 8115200.

Research output: Contribution to journalArticle

Data-driven prediction strategies for low-frequency patterns of North Pacific climate variability

Comeau, D., Zhao, Z., Giannakis, D. & Majda, A. J., Mar 1 2017, In : Climate Dynamics. 48, 5-6, p. 1855-1872 18 p.

Research output: Contribution to journalArticle

Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era

Allen, G., Andreoni, I., Bachelet, E., Berriman, G. B., Bianco, F. B., Biswas, R., Kind, M. C., Chard, K., Cho, M., Cowperthwaite, P. S., Etienne, Z. B., George, D., Gibbs, T., Graham, M., Gropp, W., Gupta, A., Haas, R., Huerta, E. A., Jennings, E., Katz, D. S. & 28 others, Khan, A., Kindratenko, V., Kramer, W. T. C., Liu, X., Mahabal, A., McHenry, K., Miller, J. M., Neubauer, M. S., Oberlin, S., Jr, A. R. O., Rosofsky, S., Ruiz, M., Saxton, A., Schutz, B., Schwing, A., Seidel, E., Shapiro, S. L., Shen, H., Shen, Y., Sipőcz, B. M., Sun, L., Towns, J., Tsokaros, A., Wei, W., Wells, J., Williams, T. J., Xiong, J. & Zhao, Z., Feb 1 2019, 15 p.

Research output: Book/Report/Conference proceedingCommissioned report

Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-encoders

Shen, H., George, D., Huerta, E. A. & Zhao, Z., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3237-3241 5 p. 8683061. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distance retrieval from unknown view tomography of 2D point sources

Zehni, M., Huang, S., Dokmanić, I. & Zhao, Z., Jan 13 2019, In : IS and T International Symposium on Electronic Imaging Science and Technology. 2019, 13, p. 134-1-134-5 COIMG-134.

Research output: Contribution to journalConference article

Enabling real-time multi-messenger astrophysics discoveries with deep learning

Huerta, E. A., Allen, G., Andreoni, I., Antelis, J. M., Bachelet, E., Berriman, G. B., Bianco, F. B., Biswas, R., Carrasco kind, M., Chard, K., Cho, M., Cowperthwaite, P. S., Etienne, Z. B., Fishbach, M., Forster, F., George, D., Gibbs, T., Graham, M., Gropp, W., Gruendl, R. & 40 others, Gupta, A., Haas, R., Habib, S., Jennings, E., Johnson, M. W. G., Katsavounidis, E., Katz, D. S., Khan, A., Kindratenko, V., Kramer, W. T. C., Liu, X., Mahabal, A., Marka, Z., Mchenry, K., Miller, J. M., Moreno, C., Neubauer, M. S., Oberlin, S., Olivas, A. R., Petravick, D., Rebei, A., Rosofsky, S., Ruiz, M., Saxton, A., Schutz, B. F., Schwing, A., Seidel, E., Shapiro, S. L., Shen, H., Shen, Y., Singer, L. P., Sipocz, B. M., Sun, L., Towns, J., Tsokaros, A., Wei, W., Wells, J., Williams, T. J., Xiong, J. & Zhao, Z., Oct 1 2019, In : Nature Reviews Physics. 1, 10, p. 600-608 9 p.

Research output: Contribution to journalArticle

Fast steerable principal component analysis

Zhao, Z., Shkolnisky, Y. & Singer, A., 2016, In : IEEE Transactions on Computational Imaging. 2, 1, p. 1-12 12 p.

Research output: Contribution to journalArticle

Fourier-Bessel rotational invariant eigenimages

Zhao, Z. & Singer, A., May 2013, In : Journal of the Optical Society of America A: Optics and Image Science, and Vision. 30, 5, p. 871-877 7 p.

Research output: Contribution to journalArticle

Geometric Invariants for Sparse Unknown View Tomography

Zehni, M., Huang, S., Dokmanic, I. & Zhao, Z., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5027-5031 5 p. 8682401. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM

Zehni, M., Donati, L., Soubies, E., Zhao, Z. & Unser, M., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 6151-6163 13 p., 9052446.

Research output: Contribution to journalArticle

Joint density map and continuous angular refinement in cryo-electron microscopy

Zehni, M., Donati, L., Soubies, E., Zhao, Z. J., Do, M. N. & Unser, M., Jan 13 2019, In : IS and T International Symposium on Electronic Imaging Science and Technology. 2019, 13, COIMG-133.

Research output: Contribution to journalConference article

Kernel analog forecasting of tropical intraseasonal oscillations

Alexander, R., Zhao, Z., Székely, E. & Giannakis, D., Apr 1 2017, In : Journal of the Atmospheric Sciences. 74, 4, p. 1321-1342 22 p.

Research output: Contribution to journalArticle

Mahalanobis distance for class averaging of cryo-EM images

Bhamre, T., Zhao, Z. & Singer, A., Jun 15 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 654-658 5 p. 7950605. (Proceedings - International Symposium on Biomedical Imaging).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Max-sliced wasserstein distance and its use for gans

Deshpande, I., Hu, Y. T., Sun, R., Pyrros, A., Siddiqui, N., Koyejo, S., Zhao, Z., Forsyth, D. & Schwing, A. G., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 10640-10648 9 p. 8953668. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-frequency phase synchronization

Gao, T. & Zhao, Z., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 3718-3727 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-frequency vector diffusion maps

Fan, Y. & Zhao, Z., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 3279-3288 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-Segment Reconstruction Using Invariant Features

Zehni, M., Do, M. N. & Zhao, Z., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4629-4633 5 p. 8461796. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predicting regional and pan-Arctic sea ice anomalies with kernel analog forecasting

Comeau, D., Giannakis, D., Zhao, Z. & Majda, A. J., May 1 2019, In : Climate Dynamics. 52, 9-10, p. 5507-5525 19 p.

Research output: Contribution to journalArticle

Rotationally invariant image representation for viewing direction classification in cryo-EM

Zhao, Z. & Singer, A., Apr 2014, In : Journal of Structural Biology. 186, 1, p. 153-166 14 p.

Research output: Contribution to journalArticle

Spatiotemporal Feature Extraction with Data-Driven Koopman Operators

Giannakis, D., Slawinska, J. & Zhao, Z., Nov 1 2015, Proceedings of the 1st International Workshop on Feature Extraction: Modern Questions and Challenges at NIPS 2015. Storcheus, D., Rostamizadeh, A. & Kumar, S. (eds.). Montreal: PMLR, Vol. 44. p. 103-115 13 p. (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spatiotemporal Pattern Extraction by Spectral Analysis of Vector-Valued Observables

Giannakis, D., Ourmazd, A., Slawinska, J. & Zhao, Z., Oct 1 2019, In : Journal of Nonlinear Science. 29, 5, p. 2385-2445 61 p.

Research output: Contribution to journalArticle

Open Access

Steerable ePCA: Rotationally Invariant Exponential Family PCA

Zhao, Z., Liu, L. T. & Singer, A., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 6069-6081 13 p., 9078828.

Research output: Contribution to journalArticle

Transformed Spiked Covariance Completion for Time Series Estimation

Eng, B., Zhao, Z., Kamalabadi, F. & Waldrop, L., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4484-4488 5 p. 8461555. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Two-Dimensional Tomography from Noisy Projection Tilt Series Taken at Unknown View Angles with Non-Uniform Distribution

Wang, L. & Zhao, Z., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 1242-1246 5 p. 8803755. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Viewing angle classification of cryo-electron microscopy images using eigenvectors

Singer, A., Zhao, Z., Shkolnisky, Y. & Hadani, R., 2011, In : SIAM Journal on Imaging Sciences. 4, 2, p. 723-759 37 p.

Research output: Contribution to journalArticle