Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation

Advancing weakly supervised semantic segmentation using class activation map augmented with graph attention module

“…Backbone IRN val test Fully-supervised models DeepLab [5] R101 77.6 79.7 WideResNet38 [27] WR38 80.8 82.5 Image-level supervision + Saliency maps DSRG [19] CVPR'2018 R101 × 61.4 63.2 OAA+ [16] ICCV'2019 × 65.2 66.4 L2G [18] CVPR'2022 × 72.1 71.7 Image-level supervision only AEFT [6] ECCV'2022 WR38 √ 70.9 71.7 ICD [14 ]CVPR'2020 R101 × 64.1 64.3 RIB [24] NeurIPS'2021 √ 68.3 68.0 ReCAM [8]…”