Michal Irani

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Rehovot
Israel

Research activity per year

15 Conference contribution
11 Article
9 Conference article
3 Paper
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11 results

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2024

Improving correlation based super-resolution microscopy images through image fusion by self-supervised deep learning
Beck, L. M., Shocher, A., Rossman, U., Halfon, A., Irani, M. & Oron, D., 29 Jul 2024, In: Optics Express. 32, 16, p. 28195-28205 11 p.
Weizmann Institute of Science
Research output: Contribution to journal › Article › peer-review

Open Access
Using generative AI to investigate medical imagery models and datasets
Lang, O., Yaya-Stupp, D., Traynis, I., Cole-Lewis, H., Bennett, C. R., Lyles, C. R., Lau, C., Irani, M., Semturs, C., Webster, D. R., Corrado, G. S., Hassidim, A., Matias, Y., Liu, Y., Hammel, N. & Babenko, B., Apr 2024, In: EBioMedicine. 102, 105075.
Weizmann Institute of Science, Bar-Ilan University
Research output: Contribution to journal › Article › peer-review

Open Access
2023
Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses
Buzaglo, G., Haim, N., Yehudai, G., Vardi, G., Oz, Y., Nikankin, Y. & Irani, M., 2 Nov 2023, (Submitted) In: arxiv.org. 21 p.
Weizmann Institute of Science
Research output: Contribution to journal › Article
Reconstructing Training Data from Multiclass Neural Networks
Buzaglo, G., Haim, N., Yehudai, G., Vardi, G. & Irani, M., May 2023, (In preparation) In: arxiv.org. 10 p.
Weizmann Institute of Science
Research output: Contribution to journal › Article
2022
Self-supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity
Gaziv, G., Beliy, R., Granot, N., Hoogi, A., Strappini, F., Golan, T. & Irani, M., 1 Jul 2022, In: NeuroImage. 254, 119121.
Weizmann Institute of Science
Research output: Contribution to journal › Article › peer-review

Open Access
File
2019
"Blind" visual inference by composition
Irani, M., 1 Jun 2019, In: Pattern Recognition Letters. 124, p. 39-54 16 p.
Weizmann Institute of Science
Research output: Contribution to journal › Article › peer-review
Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
Grossman, S., Gaziv, G., Yeagle, E. M., Harel, M., Megevand, P., Groppe, D. M., Khuvis, S., Herrero, J. L., Irani, M., Mehta, A. D. & Malach, R., 30 Oct 2019, In: Nature Communications. 10, 1, 13 p., 4934.
Weizmann Institute of Science
Research output: Contribution to journal › Article › peer-review

Open Access
File
2018
Perceptual Dominance in Brief Presentations of Mixed Images: Human Perception vs. Deep Neural Networks
Gruber, L. Z., Haruvi, A., Basri, R. & Irani, M., 24 Jul 2018, In: Frontiers in Computational Neuroscience. 12, 10 p., 57.
Weizmann Institute of Science
Research output: Contribution to journal › Article › peer-review

Open Access
2016
Temporal-Needle: A view and appearance invariant video descriptor
Yarom, M. & Irani, M., 14 Dec 2016, (Submitted) In: arXiv. 20 p.
Weizmann Institute of Science
Research output: Contribution to journal › Article
2015
Revealing and modifying non-local variations in a single image
Dekel, T., Michaeli, T., Irani, M. & Freeman, W. T., Oct 2015, In: ACM Transactions on Graphics. 34, 6, 227.
Weizmann Institute of Science, Technion - Israel Institute of Technology
Research output: Contribution to journal › Article › peer-review

Open Access
2014
"Clustering by composition" - Unsupervised discovery of image categories
Faktor, A. & Irani, M., Jun 2014, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 6, p. 1092-1106 15 p., 6684535.
Weizmann Institute of Science
Research output: Contribution to journal › Article › peer-review

Irani Michal

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