Abstract: Modern deep neural networks can easily overfit to biased training data containing corrupted labels or class imbalance. Sample re-weighting methods are popularly used to alleviate this data ...

Abstract: Image deraining is an important task for the outdoor computer vision system in the rain days. Deep learning with attention mechanism has shown promising performance for rain removal. However ...