| 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 | 618 | 2018 |
| 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 | 144 | 2018 |
| 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 | 46 | 2018 |
| 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 | 45 | 2020 |
| 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 | 44 | 2017 |
| Self-Supervised Transformers for fMRI representation I Malkiel, G Rosenman, L Wolf, T Hendler Medical Imaging with Deep Learning, 2021 | 40* | 2021 |
| 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 | 39 | 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 | 34 | 2020 |
| 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 | 29 | 2021 |
| MTAdam: Automatic Balancing of Multiple Training Loss Terms I Malkiel, L Wolf Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2020 | 26 | 2020 |
| 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 | 24 | 2020 |
| 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 | 23 | 2022 |
| 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 | 19 | 2021 |
| 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 | 16 | 2021 |
| Machine learning for nanophotonics I Malkiel, M Mrejen, L Wolf, H Suchowski MRS Bulletin 45 (3), 221-229, 2020 | 16 | 2020 |
| 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 | 15 | 2021 |
| 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 | 14* | 2021 |
| Metricbert: Text Representation Learning Via Self-Supervised Triplet Training I Malkiel, D Ginzburg, O Barkan, A Caciularu, Y Weill, N Koenigstein ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 13 | 2022 |
| 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 | 11 | 2021 |
| SYSTEM AND METHOD FOR SPARSE IMAGE RECONSTRUCTION I Malkiel, S Ahn, CJ Hardy US Patent 20,190,266,761, 2019 | 11 | 2019 |
