Search Results for author: Yude Wang

Found 4 papers, 3 papers with code

Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement

no code implementations • 3 Jan 2024 • Zheng Yuan, Jie Zhang, Yude Wang, Shiguang Shan, Xilin Chen

The attention mechanism has been proven effective on various visual tasks in recent years.

Attribute Segmentation +1

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Learning Pseudo Labels for Semi-and-Weakly Supervised Semantic Segmentation

1 code implementation • Pattern Recognition 2022 • Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan

Firstly, we introduce a class-aware cross entropy (CCE) loss for network training.

Ranked #9 on Semi-Supervised Semantic Segmentation on PASCAL VOC 2012 50%

Pseudo Label Semi-Supervised Semantic Segmentation +2

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Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation

2 code implementations • CVPR 2020 • Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen

Our method is based on the observation that equivariance is an implicit constraint in fully supervised semantic segmentation, whose pixel-level labels take the same spatial transformation as the input images during data augmentation.

Ranked #69 on Weakly-Supervised Semantic Segmentation on PASCAL VOC 2012 val

Data Augmentation Weakly supervised Semantic Segmentation +1

527

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Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation

1 code implementation • 9 Sep 2019 • Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen

This regularized CAM can be embedded in most recent advanced weakly supervised semantic segmentation framework.

Segmentation Weakly-supervised Learning +2

101

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