Plasmonic nanostructure design and characterization via Deep Learning

Itzik Malkiel, Michael Mrejen, Achiya Nagler, +3

Light Science & Applications

EngineeringNano-opticsPlasmonic Nanostructure DesignMetasurfacesMetamaterials +17

Variable-Density Single-Shot Fast Spin-Echo MRI with Deep Learning Reconstruction by Using Variational Networks

Feiyu Chen, Valentina Taviani, Itzik Malkiel, +7

Radiology

Computed TomographyImage ReconstructionEngineeringAdvanced ImagingMagnetic Resonance +17

Deep learning for the design of nano-photonic structures

Itzik Malkiel, Michael Mrejen, Achiya Nagler, +3

EngineeringNano-opticsMicroscopyWave OpticProgrammable Photonics +16

Grad-SAM

Oren Barkan, Edan Hauon, Avi Caciularu, +4

Natural Language ProcessingLarge Ai ModelLlm Fine-tuningEngineeringMachine Learning +11

Cold Item Recommendations via Hierarchical Item2vec

Oren Barkan, Avi Caciularu, Idan Rejwan, +4

Cold Start ProblemEngineeringMachine LearningSemantic WebText Mining +14

Caption Enriched Samples for Improving Hateful Memes Detection

Efrat Blaier, Itzik Malkiel, Lior Wolf

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Interpreting BERT-based Text Similarity via Activation and Saliency Maps

Itzik Malkiel, Dvir Ginzburg, Oren Barkan, +3

Proceedings of the ACM Web Conference 2022

Deep Learning for Design and Retrieval of Nano-photonic Structures

Itzik Malkiel, Achiya Nagler, Michael Mrejen, +3

arXiv (Cornell University)

Diffraction LimitEngineeringNano-opticsMicroscopyProgrammable Photonics +17

Machine learning for nanophotonics

Itzik Malkiel, Michael Mrejen, Lior Wolf, +1

MRS Bulletin

PhotonicsNanoscale SystemEngineeringOptical PropertiesApplied Physics +2

MTAdam: Automatic Balancing of Multiple Training Loss Terms

Itzik Malkiel, Lior Wolf

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Artificial IntelligenceModel OptimizationEngineeringMachine LearningData Science +13