17 citations · 21 across the 11 of their papers we have counts for
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cs.CV2022
Photo Rater: Photographs Auto-Selector with Deep Learning
Wentao Guo, Charlie Ruan, Claire Zhou
Photo Rater is a computer vision project that uses neural networks to help photographers select the best photo among those that are taken based on the same scene. This process is u…
cs.LG2022★ 3 cited
GraB: Finding Provably Better Data Permutations than Random Reshuffling
Yucheng Lu, Wentao Guo, Christopher De Sa
Random reshuffling, which randomly permutes the dataset each epoch, is widely adopted in model training because it yields faster convergence than with-replacement sampling. Recent…