4.4k citations · 6.8k across the 29 of their papers we have counts for
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cs.CV2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans
Ainaz Eftekhar, Alexander Sax, Roman Bachmann +2
This paper introduces a pipeline to parametrically sample and render multi-task vision datasets from comprehensive 3D scans from the real world. Changing the sampling parameters al…
cs.CV2021★ 2 cited
Robustness via Cross-Domain Ensembles
Teresa Yeo, Oğuzhan Fatih Kar, Alexander Sax +1
We present a method for making neural network predictions robust to shifts from the training data distribution. The proposed method is based on making predictions via a diverse set…