Publications

2026

1. 

   SoftCache: Adaptive Step Size Caching for Diffusion Transformers

   Shimon Malnick, Nadav Orenstein, Ohad Fried, and Shai Avidan

   arXiv preprint arXiv:2610.22369, 2026

   arXiv Bib Paper Code Website

   @article{malnick2026softcache,
     title = {SoftCache: Adaptive Step Size Caching for Diffusion Transformers},
     author = {Malnick, Shimon and Orenstein, Nadav and Fried, Ohad and Avidan, Shai},
     journal = {arXiv preprint arXiv:2610.22369},
     year = {2026},
   }

2. 

   Optimal Transport Flow Matching by Design

   Shimon Malnick, Matan Rusanovsky, Ohad Fried, and Shai Avidan

   arXiv preprint arXiv:2606.04092, 2026

   arXiv Bib Paper Code Website

   @article{malnick2026optimal,
     title = {Optimal Transport Flow Matching by Design},
     author = {Malnick, Shimon and Rusanovsky, Matan and Fried, Ohad and Avidan, Shai},
     journal = {arXiv preprint arXiv:2606.04092},
     year = {2026},
   }

3. 

   Talking Points: Describing and Localizing Pixels

   Matan Rusanovsky, Shimon Malnick, and Shai Avidan

   ICLR 2026

   arXiv Bib Paper Code Website

   @inproceedings{rusanovsky2026talking,
     title = {Talking Points: Describing and Localizing Pixels},
     author = {Rusanovsky, Matan and Malnick, Shimon and Avidan, Shai},
     booktitle = {The Fourteenth International Conference on Learning Representations},
     venue = {ICLR},
     year = {2026},
     url = {https://openreview.net/forum?id=FcGQVshxMP},
   }

2025

1. 

   Memories of Forgotten Concepts

   Matan Rusanovsky*, Shimon Malnick*, Amir Jevnisek*, Ohad Fried, and Shai Avidan

   CVPR 2025

   Highlight

   arXiv Bib Paper PDF Code Website

   @inproceedings{Rusanovsky_2025_CVPR,
     author = {Rusanovsky*, Matan and Malnick*, Shimon and Jevnisek*, Amir and Fried, Ohad and Avidan, Shai},
     title = {Memories of Forgotten Concepts},
     booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR)},
     venue = {CVPR},
     year = {2025},
     pages = {2966-2975},
     highlight = {Highlight}
   }

2024

1. 

   Taming Normalizing Flows

   Shimon Malnick, Shai Avidan, and Ohad Fried

   WACV 2024

   arXiv Bib Paper PDF Code Website

   @inproceedings{Malnick_2024_WACV,
     author = {Malnick, Shimon and Avidan, Shai and Fried, Ohad},
     title = {Taming Normalizing Flows},
     booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
     venue = {WACV},
     year = {2024},
     pages = {4644-4654},
   }