Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation

14 December 2021

Yiqun Duan

Xiaomeng Li

Papers citing "Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation"

31 / 31 papers shown

Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey L. J. L. Lopez Shaza Elsharief Dhiyaa Al Jorf Firas Darwish Congbo Ma Farah E. Shamout 101 0 0 04 May 2025
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation Ye Du Zehua Fu Qingjie Liu 28 1 0 04 Aug 2024
MaskFuser: Masked Fusion of Joint Multi-Modal Tokenization for End-to-End Autonomous Driving Yiqun Duan Xianda Guo Zheng Zhu Zhen Wang Yu-Kai Wang Chin-Teng Lin 34 2 0 13 May 2024
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 34 4 0 12 Apr 2024
Rethinking Saliency-Guided Weakly-Supervised Semantic Segmentation Beomyoung Kim Donghyeon Kim Sung Ju Hwang 31 0 0 01 Apr 2024
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation Sang-Kee Jo Fei Pan In-Jae Yu Kyungsu Kim 30 2 0 30 Mar 2024
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation Yuanchen Wu Xichen Ye Kequan Yang Jide Li Xiaoqiang Li 47 9 0 17 Mar 2024
Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation Xinyu Yang Hossein Rahmani Sue Black Bryan M. Williams 35 2 0 27 Feb 2024
CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation Woojung Han Seil Kang Kyobin Choo Seong Jae Hwang 19 0 0 05 Feb 2024
Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation Songhe Deng Wei Zhuo Jinheng Xie Linlin Shen VLM 13 6 0 18 Jan 2024
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models Zhaozheng Chen Qianru Sun VLM 27 7 0 19 Oct 2023
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation Ryota Yoshihashi Yuya Otsuka Kenji Doi Tomohiro Tanaka Hirokatsu Kataoka 29 1 0 04 Sep 2023
All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation Weixuan Sun Yanhao Zhang Zhen Qin Zheyuan Liu Lin Cheng Fanyi Wang Yiran Zhong Nick Barnes ViT 41 4 0 08 Aug 2023
P-NOC: adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors L. David Hélio Pedrini Z. Dias GAN 33 1 0 21 May 2023
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems Weixuan Sun Zheyuan Liu Yanhao Zhang Yiran Zhong Nick Barnes VLM 80 20 0 02 May 2023
MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation Sang-Kee Jo In-Jae Yu Kyungsu Kim 21 16 0 19 Apr 2023
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation Liang Zhu Yingyue Li Jiemin Fang Yan Liu Hao Xin Wenyu Liu Xinggang Wang ViT 25 28 0 03 Apr 2023
MECPformer: Multi-estimations Complementary Patch with CNN-Transformers for Weakly Supervised Semantic Segmentation Chunmeng Liu Guang-pu Li Yao Shen Ruiqi Wang ViT 27 7 0 19 Mar 2023
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation Yuqi Lin Minghao Chen Wenxiao Wang Boxi Wu Ke Li Binbin Lin Haifeng Liu Xiaofei He VLM CLIP 18 118 0 16 Dec 2022
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation Ze-Long Cheng Pengchong Qiao Kehan Li Siheng Li Pengxu Wei Xiang Ji Li-ming Yuan Chang Liu Jie Chen 26 36 0 22 Nov 2022
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation Dong Huo Yukun Su Qingyao Wu ViT 26 4 0 30 Sep 2022
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation Yi Li Huifeng Yao Hualiang Wang X. Li ISeg VLM 35 2 0 27 Sep 2022
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction Wei Shen Zelin Peng Xuehui Wang Huayu Wang Jiazhong Cen Dongsheng Jiang Lingxi Xie Xiaokang Yang Qi Tian VLM 19 77 0 04 Jul 2022
Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images Yi Li Yi-Zhou Yu Yi-Xuan Zou Tianqi Xiang Xiaomeng Li MedIm 27 19 0 14 Jun 2022
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks Sang-Kee Jo In-Jae Yu Kyungsu Kim 40 4 0 14 Apr 2022
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation Weixuan Sun Jing Zhang Zheyuan Liu Yiran Zhong Nick Barnes ViT 60 14 0 06 Dec 2021
Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos Xinpeng Ding Xiaomeng Li 11 33 0 22 Nov 2021
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 232 740 0 28 Mar 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 273 5,660 0 05 Dec 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen A. Hengel SSeg 255 1,491 0 30 Nov 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015