most citedData AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models

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cs.CV2023

RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-centric Learning

Nathan Drenkow, Mathias Unberath

Object-centric representation learning offers the potential to overcome limitations of image-level representations by explicitly parsing image scenes into their constituent compone…