Weakness: 1. As several modifications mentioned in Section 3.4 were used, it would be better to provide some ablation experiments of these tricks to validate the model performance further. 2. The model involves many hyperparameters. Thus, the selection of the hyperparameters in the paper needs further explanation. 3. A brief conclusion of the article and a summary of this paper's contributions need to be provided. 4. Approaches that leveraging noisy label noise label regularization and multi-label co-regularization were not reviewed or compared in this paper.
1. As several modifications mentioned in Section 3.4 were used, it would be better to provide some ablation experiments of these tricks to validate the model performance further.