About me

Hi, I’m David! I’m a research scientist at Apple. I like training general-purpose multimodal models using simple yet scalable methods :)

Recent work

• 4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
  Roman Bachmann*, Oğuzhan Fatih Kar*, David Mizrahi*, Ali Garjani, Mingfei Gao, David Griffiths, Jiaming Hu, Afshin Dehghan, Amir Zamir
  NeurIPS, 2024 • Project Page • Paper • Code

• 4M: Massively Multimodal Masked Modeling
  David Mizrahi*, Roman Bachmann*, Oğuzhan Fatih Kar, Teresa Yeo, Mingfei Gao, Afshin Dehghan, Amir Zamir
  NeurIPS, 2023 [Spotlight] • Project Page • Paper • OpenReview • Code

• MultiMAE: Multi-modal Multi-task Masked Autoencoders
  Roman Bachmann*, David Mizrahi*, Andrei Atanov, Amir Zamir
  ECCV, 2022 • Project Page • Paper • Code

• Composite Relationship Fields with Transformers for Scene Graph Generation
  George Adaimi, David Mizrahi, Alexandre Alahi
  WACV, 2023 • Paper • Code

• [Re] Can gradient clipping mitigate label noise?
  David Mizrahi, Oğuz Kaan Yüksel, Aiday Marlen Kyzy
  ReScience C, 2021 • Paper • OpenReview • Code

* Equal Contribution