257 citations · 289 across the 5 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.CV2021★ 16 cited
MixNorm: Test-Time Adaptation Through Online Normalization Estimation
Xuefeng Hu, Gokhan Uzunbas, Sirius Chen +4
We present a simple and effective way to estimate the batch-norm statistics during test time, to fast adapt a source model to target test samples. Known as Test-Time Adaptation, mo…
cs.CV2021★ 13 cited
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification
Zijian Hu, Zhengyu Yang, Xuefeng Hu +1
A common classification task situation is where one has a large amount of data available for training, but only a small portion is annotated with class labels. The goal of semi-sup…