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Clement Farabet

2 accepted papers

2024

Position: Levels of AGI for Operationalizing Progress on the Path to AGI

ICML 2024spotlight

We propose a framework for classifying the capabilities and behavior of Artificial General Intelligence (AGI) models and their precursors. This framework introduces levels of AGI performance, generality, and autonomy, providing a common language to compare models, assess risks, and measure progress…

Cited by 115SourcePDFScholar
2021

Active Learning for Deep Object Detection via Probabilistic Modeling

ICCV 2021poster

Active learning aims to reduce labeling costs by selecting only the most informative samples on a dataset. Few existing works have addressed active learning for object detection. Most of these methods are based on multiple models or are straightforward extensions of classification methods, hence est…

Cited by 161PDFcodeScholar