no code implementations • 15 Oct 2023 • Wangyu Wu, Tianhong Dai, Xiaowei Huang, Fei Ma, Jimin Xiao
In this paper, we introduce a novel ViT-based WSSS method named top-K pooling with patch contrastive learning (TKP-PCL), which employs a top-K pooling layer to alleviate the limitations of previous max pooling selection.
Contrastive Learning Weakly supervised Semantic Segmentation +1
no code implementations • 15 Oct 2023 • Wangyu Wu, Tianhong Dai, Xiaowei Huang, Fei Ma, Jimin Xiao
In this process, the existing images and image-level labels provide the necessary control information, where GPT is employed to enrich the prompts, leading to the generation of diverse backgrounds.