Malkiel, Itzik

1. Self-Supervised Transformers for fMRI representation
   2021/12/10 by Malkiel, Itzik, Rosenman, Gony, Wolf, Lior +1 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. MTAdam: Automatic Balancing of Multiple Training Loss Terms
   2020/06/25 by Malkiel, Itzik, Wolf, Lior · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Deep Learning for Design and Retrieval of Nano-photonic Structures
   2017/02/25 by Itzik Malkiel, Malkiel, Itzik, Achiya Nagler +9 · 2 citations
   Engineering · Physics and Astronomy · #FOS: Physical sciences #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices #Plasmonic and Surface Plasmon Research
4. MetricBERT: Text Representation Learning via Self-Supervised Triplet Training
   2022/08/13 by Malkiel, Itzik, Ginzburg, Dvir, Barkan, Oren +3 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Interpreting BERT-based Text Similarity via Activation and Saliency Maps
   2022/08/13 by Malkiel, Itzik, Ginzburg, Dvir, Barkan, Oren +3 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond
   2023/08/28 by Barkan, Oren, Reiss, Tal, Weill, Jonathan +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Conditional WGANs with Adaptive Gradient Balancing for Sparse MRI Reconstruction
   2019/05/02 by Itzik Malkiel, Sangtae Ahn, Malkiel, Itzik +9 · 1 citation
   Computer Science · Medicine · #Advanced Image Processing Techniques #Advanced MRI Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
8. GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps
   2021/09/02 by Barkan, Oren, Armstrong, Omri, Hertz, Amir +4 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)