v1v2 (latest)

Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation

IEEE International Conference on Computer Vision (ICCV), 2021

2 March 2021

Guosheng Lin

Papers citing "Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation"

50 / 64 papers shown

Title
Neural Cellular Automata for Weakly Supervised Segmentation of White Blood Cells Michael Deutges Chen Yang Raheleh Salehi Nassir Navab Carsten Marr Ario Sadafi 76 0 0 17 Aug 2025
Mitigating Spurious Correlations in Weakly Supervised Semantic Segmentation via Cross-architecture Consistency Regularization Zheyuan Zhang Yen-chia Hsu 224 0 0 29 Jul 2025
DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps Hongjie Zhu Zeyu Zhang Guansong Pang X. Wang Shimin Wen Yu Bai Daji Ergu Ying Cai Yang Zhao 296 4 0 21 Feb 2025
Auto-Prompting SAM for Weakly Supervised Landslide ExtractionIEEE Geoscience and Remote Sensing Letters (GRSL), 2025 Jian Wang Xiaokang Zhang Xianping Ma Weikang Yu Pedram Ghamisi 277 9 0 23 Jan 2025
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2024 Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 726 6 0 20 Jan 2025
Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic Segmentation Zhaofeng Shi Heqian Qiu Lanxiao Wang Fanman Meng Qi Wu Hongliang Li 230 3 0 02 Oct 2024
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic SegmentationIEEE Transactions on Image Processing (TIP), 2024 Ye Du Zehua Fu Qingjie Liu 294 5 0 04 Aug 2024
APC: Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation Wangyu Wu Tianhong Dai Zhenhong Chen Xiaowei Huang Fei Ma Jimin Xiao 345 1 0 15 Jul 2024
Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation Tao Chen XiRuo Jiang Gensheng Pei Zeren Sun Yucheng Wang Yazhou Yao 330 17 0 03 Jul 2024
Precision matters: Precision-aware ensemble for weakly supervised semantic segmentation Junsung Park Hyunjung Shim 232 3 0 28 Jun 2024
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation Junehyoung Kwon Eunju Lee Yunsung Cho Youngbin Kim 286 6 0 28 May 2024
Competing for pixels: a self-play algorithm for weakly-supervised segmentation Shaheer U. Saeed Shiqi Huang João Ramalhinho Iani J. M. B. Gayo Nina Montaña-Brown ... Stephen P. Pereira Brian R. Davidson D. Barratt Matthew J. Clarkson Yipeng Hu 269 0 0 26 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 363 4 0 12 Apr 2024
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation Izumi Fujimori Masaki Oono M. Shishibori ViT 354 0 0 04 Apr 2024
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Feilong Tang Zhongxing Xu Zhaojun Qu Wei Feng Xingjian Jiang Zongyuan Ge 311 28 0 12 Mar 2024
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation Lian Xu Bennamoun F. Boussaïd Wanli Ouyang Ferdous Sohel Dan Xu 211 10 0 02 Mar 2024
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation Zhiwei Yang Kexue Fu Minghong Duan Linhao Qu Shuo Wang Zhijian Song 325 26 0 28 Feb 2024
CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic SegmentationPattern Recognition (Pattern Recogn.), 2024 Woojung Han Seil Kang Kyobin Choo Seong Jae Hwang 610 2 0 05 Feb 2024
Spatial Structure Constraints for Weakly Supervised Semantic SegmentationIEEE Transactions on Image Processing (TIP), 2024 Tao Chen Yazhou Yao Xing-Rui Huang Zechao Li Liqiang Nie Jinhui Tang 213 33 0 20 Jan 2024
Spatial-Semantic Collaborative Cropping for User Generated ContentAAAI Conference on Artificial Intelligence (AAAI), 2024 Qingxin Xiao Yiwen Cao Jingliang Deng Fengyun Rao Qingyao Wu 139 7 0 16 Jan 2024
Progressive Feature Self-reinforcement for Weakly Supervised Semantic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Jingxuan He Lechao Cheng Chaowei Fang Zunlei Feng Tingting Mu Min-Gyoo Song 442 14 0 14 Dec 2023
SpliceMix: A Cross-scale and Semantic Blending Augmentation Strategy for Multi-label Image ClassificationIEEE transactions on multimedia (IEEE TMM), 2023 Lei Wang Yibing Zhan Leilei Ma Dapeng Tao Liang Ding Chen Gong 253 6 0 26 Nov 2023
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation ModelsACM Computing Surveys (ACM Comput. Surv.), 2023 Zhaozheng Chen Qianru Sun VLM 422 23 0 19 Oct 2023
Improving Drumming Robot Via Attention Transformer Network Yang Yi Zonghan Li 163 0 0 04 Oct 2023
Dual-Augmented Transformer Network for Weakly Supervised Semantic Segmentation Jingliang Deng Zonghan Li ViT 162 0 0 30 Sep 2023
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic Segmentation Yunjiao Zhou Jianfei Yang Zonghan Li 219 0 0 29 Sep 2023
Small Objects Matters in Weakly-supervised Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Cheol Mun S. Lee Youngjung Uh Junsuk Choe H. Byun 230 4 0 25 Sep 2023
Randomize to Generalize: Domain Randomization for Runway FOD Detection Javaria Farooq Nayyer Aafaq Muhammad Ishaq Khan Ammar Saleem Muhammad Abubakar Siddique 165 2 0 23 Sep 2023
Background Activation Suppression for Weakly Supervised Object Localization and Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2023 Wei Zhai Ping Wu Kai Zhu Yang Cao Feng Wu Zheng-Jun Zha WSOL 387 37 0 22 Sep 2023
Semantic-Constraint Matching Transformer for Weakly Supervised Object Localization Yiwen Cao Qingxin Xiao Wenjun Wang Yanxia Liu Qingyao Wu ViT WSOL 295 4 0 04 Sep 2023
Occlusion-Aware Detection and Re-ID Calibrated Network for Multi-Object Tracking Qingxin Xiao Rui Sun Xin Shu Yu Zhang Qingyao Wu VOT 252 5 0 30 Aug 2023
AIoT-Based Drum Transcription Robot using Convolutional Neural Networks Yukun Su Yi Yang 129 1 0 29 Aug 2023
Branches Mutual Promotion for End-to-End Weakly Supervised Semantic SegmentationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Lei Zhu Hangzhou He Xinliang Zhang Qian Chen Shuang Zeng Qiu-Ping Ren Yanye Lu 176 3 0 09 Aug 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 215 10 0 08 Aug 2023
MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Lian Xu Bennamoun F. Boussaïd Hamid Laga Wanli Ouyang Dan Xu ViT 261 47 0 06 Aug 2023
The Effects of Mixed Sample Data Augmentation are Class Dependent Haeil Lee Han S. Lee Junmo Kim 267 1 0 18 Jul 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2023 Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 234 12 0 04 Jun 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 371 32 0 02 May 2023
MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Sang-Kee Jo In-Jae Yu Kyungsu Kim 341 26 0 19 Apr 2023
High-fidelity Pseudo-labels for Boosting Weakly-Supervised SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Arvi Jonnarth Yushan Zhang Michael Felsberg 343 1 0 05 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 361 44 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 335 7 0 19 Mar 2023
USAGE: A Unified Seed Area Generation Paradigm for Weakly Supervised Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Zelin Peng Guanchun Wang Lingxi Xie Dongsheng Jiang Wei Shen Qi Tian 409 31 0 14 Mar 2023
Token Contrast for Weakly-Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 324 136 0 02 Mar 2023
Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Rongtao Xu Changwei Wang Jiaxi Sun Shibiao Xu Weiliang Meng Xiaopeng Zhang 228 69 0 27 Feb 2023
Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Deep Learning Image Classification Han S. Lee Haeil Lee H. Hong Junmo Kim UQCV 390 0 0 01 Dec 2022
ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation Cenk Bircanoglu N. Arica VLM 180 5 0 22 Nov 2022
Out-of-Candidate Rectification for Weakly Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Ze-Long Cheng Pengchong Qiao Kehan Li Siheng Li Pengxu Wei Xiang Ji Li-ming Yuan Chang Liu Jie Chen 378 55 0 22 Nov 2022
Cut-Paste Consistency Learning for Semi-Supervised Lesion SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Boon Peng Yap B. Ng MedIm 145 7 0 01 Oct 2022
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation Dong Huo Qingxin Xiao Qingyao Wu ViT 235 4 0 30 Sep 2022