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20202023
most citedProbabilistic Object Classification using CNN ML-MAP layers

1 citations · 2 across the 4 of their papers we have counts for

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cs.CV2022

Reducing Overconfidence Predictions for Autonomous Driving Perception

Gledson Melotti, Cristiano Premebida, Jordan J. Bird +2

In state-of-the-art deep learning for object recognition, SoftMax and Sigmoid functions are most commonly employed as the predictor outputs. Such layers often produce overconfident…