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2002.08098
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Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning
International Journal of Computer Vision (IJCV), 2020
19 February 2020
Xiang Wang
Sifei Liu
Huimin Ma
Ming-Hsuan Yang
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Papers citing
"Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning"
39 / 39 papers shown
Region-CAM: Towards Accurate Object Regions in Class Activation Maps for Weakly Supervised Learning Tasks
Qingdong Cai
Charith Abhayaratne
WSOL
VLM
362
0
0
29 Oct 2025
Neural Cellular Automata for Weakly Supervised Segmentation of White Blood Cells
Michael Deutges
Chen Yang
Raheleh Salehi
Nassir Navab
Carsten Marr
Ario Sadafi
97
0
0
17 Aug 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
358
4
0
21 Feb 2025
Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic Segmentation
Zhaofeng Shi
Heqian Qiu
Lanxiao Wang
Fanman Meng
Qi Wu
Hongliang Li
309
5
0
02 Oct 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
355
17
0
03 Jul 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
321
0
0
26 May 2024
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information
Qi Lai
Chi-Man Vong
239
3
0
08 May 2024
Spatial Structure Constraints for Weakly Supervised Semantic Segmentation
IEEE Transactions on Image Processing (TIP), 2024
Tao Chen
Yazhou Yao
Xing-Rui Huang
Zechao Li
Liqiang Nie
Jinhui Tang
252
36
0
20 Jan 2024
BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Yi Lin
Zeyu Wang
Dong Zhang
Kwang-Ting Cheng
Hao Chen
343
20
0
15 Jan 2024
360 Layout Estimation via Orthogonal Planes Disentanglement and Multi-view Geometric Consistency Perception
Zhijie Shen
Chunyu Lin
Junsong Zhang
Lang Nie
K. Liao
Yao Zhao
128
7
0
26 Dec 2023
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic Segmentation
Yunjiao Zhou
Jianfei Yang
Zonghan Li
262
0
0
29 Sep 2023
Weakly Supervised Semantic Segmentation by Knowledge Graph Inference
Engineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023
Jia Zhang
Bo Peng
Xi Wu
307
7
0
25 Sep 2023
Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation
International Journal of Computer Vision (IJCV), 2023
Wei Zhai
Ping Wu
Kai Zhu
Yang Cao
Feng Wu
Zheng-Jun Zha
WSOL
443
40
0
22 Sep 2023
Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator
Chunyan Wang
Dong Zhang
Rui Yan
363
3
0
02 Sep 2023
Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Balamurali Murugesan
Rukhshanda Hussain
Rajarshi Bhattacharya
Ismail Ben Ayed
Jose Dolz
VLM
VPVLM
593
5
0
30 Jun 2023
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic Segmentation
IEEE Transactions on Image Processing (IEEE TIP), 2023
Tao Chen
Yazhou Yao
Jinhui Tang
216
41
0
09 May 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Chunyan Wang
Dong Zhang
Liyan Zhang
Jinhui Tang
316
13
0
18 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
400
7
0
19 Mar 2023
USAGE: A Unified Seed Area Generation Paradigm for Weakly Supervised Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Zelin Peng
Guanchun Wang
Lingxi Xie
Dongsheng Jiang
Wei Shen
Qi Tian
448
32
0
14 Mar 2023
Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness
Computer Vision and Pattern Recognition (CVPR), 2023
Zhijie Shen
Zishuo Zheng
Chunyu Lin
Lang Nie
K. Liao
Shuai Zheng
Yao Zhao
3DV
150
17
0
02 Mar 2023
Training Semantic Segmentation on Heterogeneous Datasets
Panagiotis Meletis
Gijs Dubbelman
231
2
0
18 Jan 2023
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation
Computer 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
394
60
0
22 Nov 2022
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Wei Shen
Zelin Peng
Xuehui Wang
Huayu Wang
Jiazhong Cen
Dongsheng Jiang
Lingxi Xie
Yunbo Wang
Qi Tian
VLM
459
130
0
04 Jul 2022
Learning with Weak Annotations for Robust Maritime Obstacle Detection
Italian National Conference on Sensors (INS), 2022
Lojze Žust
Matej Kristan
264
4
0
27 Jun 2022
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation
IEEE transactions on multimedia (IEEE TMM), 2022
Tao Chen
Yazhou Yao
Lei Zhang
Qiong Wang
G. Xie
Fumin Shen
312
62
0
20 Jun 2022
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference
Yang Liu
Ersi Zhang
Lulu Xu
Chufan Xiao
Xiao-Yu Zhong
...
Ming Xu
Yongbing Zhang
Dongmei Yu
C. Yan
Peiwu Qin
202
24
0
06 May 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation
International Journal of Computer Vision (IJCV), 2022
Junwen Pan
Q. Hu
Kaihua Zhang
Bing Cao
Yu Wang
Dingwen Zhang
Junwei Han
Q. Hu
240
83
0
19 Mar 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Tianfei Zhou
Meijie Zhang
Fang Zhao
Jianwu Li
321
160
0
17 Mar 2022
Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Qi Chen
Lingxiao Yang
Jianhuang Lai
Xiaohua Xie
VLM
330
182
0
06 Mar 2022
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Lian Xu
Wanli Ouyang
Bennamoun
F. Boussaïd
Dan Xu
ViT
284
279
0
06 Mar 2022
Cross Language Image Matching for Weakly Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Jinheng Xie
Xianxu Hou
Kai Ye
Linlin Shen
CLIP
VLM
463
155
0
05 Mar 2022
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling
International Journal of Computer Vision (IJCV), 2022
Lixiang Ru
Bo Du
Yibing Zhan
Chen Wu
255
59
0
10 Feb 2022
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast
Ye Du
Zehua Fu
Qingjie Liu
Yunhong Wang
466
182
0
14 Oct 2021
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation
Xiangrong Zhang
Zelin Peng
Peng Zhu
Tianyang Zhang
Chen Li
Huiyu Zhou
L. Jiao
CLL
195
57
0
03 Aug 2021
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Lian Xu
Wanli Ouyang
Bennamoun
F. Boussaïd
Ferdous Sohel
Dan Xu
232
151
0
25 Jul 2021
WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations
Peidong Liu
Zibin He
Xiyu Yan
Yong Jiang
Shutao Xia
Feng Zheng
Maowei Hu
237
12
0
07 Jul 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Qingxin Xiao
Rui Sun
Guosheng Lin
Qingyao Wu
394
150
0
02 Mar 2021
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Xueyi Li
Tianfei Zhou
Jianwu Li
Yi Zhou
Zhaoxiang Zhang
400
143
0
09 Dec 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Jun Ma
Yao Zhang
Song Gu
Cheng Zhu
Cheng Ge
...
Shangqing Liu
Yunpeng Wang
Yuhui Li
Jian He
Xiaoping Yang
SSeg
OOD
528
447
0
28 Oct 2020
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