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Csanád Levente Balogh on Muck Rack

Csanád Levente Balogh

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Articles

Uncertainty aware stochastic sampling for efficient object detection

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By Tamás Bécsi, Csanád Levente Balogh, Bence Pap
| Nature Verified
Abstract The effectiveness of deep learning models is strongly influenced by the quality of training data. Traditional training approaches assume that all samples contribute equally to the learning process, leading to uniform data sampling. However, this assumption overlooks the substantial variation in informational content across samples.
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