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itzik malkiel
itzik malkiel
Microsoft
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Zitiert von
Jahr
Plasmonic nanostructure design and characterization via deep learning
I Malkiel, M Mrejen, A Nagler, U Arieli, L Wolf, H Suchowski
Light: Science & Applications 7 (1), 1-8, 2018
5512018
Variable-density single-shot fast spin-echo MRI with deep learning reconstruction by using variational networks
F Chen, V Taviani, I Malkiel, JY Cheng, JI Tamir, J Shaikh, ST Chang, ...
Radiology 289 (2), 366-373, 2018
1302018
Deep learning for the design of nano-photonic structures
I Malkiel, M Mrejen, A Nagler, U Arieli, L Wolf, H Suchowski
2018 IEEE International Conference on Computational Photography (ICCP), 1-14, 2018
462018
Deep learning for design and retrieval of nano-photonic structures
I Malkiel, A Nagler, M Mrejen, U Arieli, L Wolf, H Suchowski
arXiv preprint arXiv:1702.07949, 2017
422017
Scalable attentive sentence pair modeling via distilled sentence embedding
O Barkan, N Razin, I Malkiel, O Katz, A Caciularu, N Koenigstein
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3235-3242, 2020
392020
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps
O Barkan, E Hauon, A Caciularu, O Katz, I Malkiel, O Armstrong, ...
Proceedings of the 30th ACM International Conference on Information …, 2021
302021
Self-Supervised Transformers for fMRI representation
I Malkiel, G Rosenman, L Wolf, T Hendler
Medical Imaging with Deep Learning, 2021
28*2021
RecoBERT: A Catalog Language Model for Text-Based Recommendations
I Malkiel, O Barkan, A Caciularu, N Razin, O Katz, N Koenigstein
Findings of the Association for Computational Linguistics: EMNLP 2020, 1704-1714, 2020
272020
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
D Ginzburg, I Malkiel, O Barkan, A Caciularu, N Koenigstein
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021
252021
MTAdam: Automatic Balancing of Multiple Training Loss Terms
I Malkiel, L Wolf
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2020
242020
Cold Item Recommendations via Hierarchical Item2vec
O Barkan, A Caciularu, I Rejwan, O Katz, J Weill, I Malkiel, N Koenigstein
2020 IEEE International Conference on Data Mining (ICDM), 912-917, 2020
192020
Caption Enriched Samples for Improving Hateful Memes Detection
E Blaier, I Malkiel, L Wolf
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
152021
Interpreting BERT-based Text Similarity via Activation and Saliency Maps
I Malkiel, D Ginzburg, O Barkan, A Caciularu, J Weill, N Koenigstein
Proceedings of the ACM Web Conference 2022, 3259-3268, 2022
132022
Representation Learning via Variational Bayesian Networks
O Barkan, A Caciularu, I Rejwan, O Katz, J Weill, I Malkiel, N Koenigstein
Proceedings of the 30th ACM International Conference on Information …, 2021
132021
Machine learning for nanophotonics
I Malkiel, M Mrejen, L Wolf, H Suchowski
MRS Bulletin 45 (3), 221-229, 2020
132020
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps
O Barkan, O Armstrong, A Hertz, A Caciularu, O Katz, I Malkiel, ...
Proceedings of the 30th ACM International Conference on Information …, 2021
112021
Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models
I Malkiel, L Wolf
Proceedings of the 16th Conference of the European Chapter of the …, 2021
112021
SYSTEM AND METHOD FOR SPARSE IMAGE RECONSTRUCTION
I Malkiel, S Ahn, CJ Hardy
US Patent 20,190,266,761, 2019
112019
Text-based similarity system for cold start recommendations
I Malkiel, R Pavel, N Koenigstein, O Barkan, N Nice
US Patent 11,238,521, 2022
92022
Inverse design of unparametrized nanostructures by generating images from spectra
I Malkiel, M Mrejen, L Wolf, H Suchowski
Optics Letters 46 (9), 2087-2090, 2021
92021
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