no code implementations • NeurIPS 2023 • David Mizrahi, Roman Bachmann, Oğuzhan Fatih Kar, Teresa Yeo, Mingfei Gao, Afshin Dehghan, Amir Zamir
Current machine learning models for vision are often highly specialized and limited to a single modality and task.
1 code implementation • 4 Apr 2022 • Roman Bachmann, David Mizrahi, Andrei Atanov, Amir Zamir
We show this pre-training strategy leads to a flexible, simple, and efficient framework with improved transfer results to downstream tasks.
Ranked #1 on Semantic Segmentation on Hypersim
1 code implementation • RC 2020 • David Mizrahi, Oğuz Kaan Yüksel, Aiday Marlen Kyzy
Nonetheless, with the help of an additional experiment, our results support the authorsʼ claim that partially Huberised losses perform well on real-world datasets subject to label noise.