Our paper has been accepted by TIP 2019, L. Jing*, Y. Chen*, and Y.Tian (* indicates equal contributions), Coarse-to-fine Semantic Segmentation from Image-level Labels, IEEE Transactions on Image Processing, Accepted 2019. DOI:10.1109/TIP.2019.2926748