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        TITLE = "End-to-end weakly supervised semantic segmentation with reliable
region mining",
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        AUTHOR = "Jiang, P.T. and Han, L.H. and Hou, Q.B. and Cheng, M.M. and Wei, Y.C.",
        TITLE = "Online Attention Accumulation for Weakly Supervised Semantic
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@article{bb69503,
        AUTHOR = "Zhang, B.F. and Xiao, J. and Jiao, J.B. and Wei, Y.C. and Zhao, Y.",
        TITLE = "Affinity Attention Graph Neural Network for Weakly Supervised
Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
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        MONTH = "November",
        PAGES = "8082-8096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67236"}

@article{bb69504,
        AUTHOR = "Zhang, B.F. and Xiao, J.M. and Wei, Y.C. and Zhao, Y.",
        TITLE = "Credible Dual-Expert Learning for Weakly Supervised Semantic
Segmentation",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
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        MONTH = "August",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67237"}

@article{bb69505,
        AUTHOR = "Xia, R.Y. and Li, G.Q. and Huang, Z.W. and Meng, H.Y. and Pang, Y.",
        TITLE = "CBASH: Combined Backbone and Advanced Selection Heads With Object
Semantic Proposals for Weakly Supervised Object Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6502-6514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67238"}

@article{bb69506,
        AUTHOR = "Zhou, H.J. and Yang, L.X. and Xie, X.H. and Lai, J.H.",
        TITLE = "Selective Intra-Image Similarity for Personalized Fixation-Based
Object Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7910-7923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67239"}

@inproceedings{bb69507,
        AUTHOR = "Chen, Q. and Yang, L.X. and Lai, J.H. and Xie, X.H.",
        TITLE = "Self-supervised Image-specific Prototype Exploration for Weakly
Supervised Semantic Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "4278-4288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67240"}

@article{bb69508,
        AUTHOR = "Fasana, C. and Pasini, S. and Milani, F. and Fraternali, P.",
        TITLE = "Weakly Supervised Object Detection for Remote Sensing Images:
A Survey",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67241"}

@article{bb69509,
        AUTHOR = "Cheng, L. and Fang, P.F. and Yan, Y. and Lu, Y. and Wang, H.Z.",
        TITLE = "TRL: Transformer based refinement learning for hybrid-supervised
semantic segmentation",
        JOURNAL = PRL,
        VOLUME = "164",
        YEAR = "2022",
        PAGES = "239-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67242"}

@article{bb69510,
        AUTHOR = "Iqbal, J. and Rawal, H. and Hafiz, R. and Chi, Y.T. and Ali, M.",
        TITLE = "Distribution regularized self-supervised learning for domain
adaptation of semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "124",
        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67243"}

@article{bb69511,
        AUTHOR = "Feng, J. and Wang, X.G. and Li, T. and Ji, S.S. and Liu, W.Y.",
        TITLE = "Weakly-supervised semantic segmentation via online pseudo-mask
correcting",
        JOURNAL = PRL,
        VOLUME = "165",
        YEAR = "2023",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67244"}

@article{bb69512,
        AUTHOR = "Min, H. and Zhang, Y.M. and Zhao, Y. and Jia, W. and Lei, Y.K. and Fan, C.X.",
        TITLE = "Hybrid feature enhancement network for few-shot semantic segmentation",
        JOURNAL = PR,
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        YEAR = "2023",
        PAGES = "109291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67245"}

@article{bb69513,
        AUTHOR = "Yuan, K.H. and Schaefer, G. and Lai, Y.K. and Wang, Y.F. and Liu, X. and Guan, L. and Fang, H.",
        TITLE = "A multi-strategy contrastive learning framework for weakly supervised
semantic segmentation",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67246"}

@article{bb69514,
        AUTHOR = "Li, R. and Mai, Z. and Zhang, Z.B. and Jang, J. and Sanner, S.",
        TITLE = "TransCAM: Transformer attention-based CAM refinement for Weakly
supervised semantic segmentation",
        JOURNAL = JVCIR,
        VOLUME = "92",
        YEAR = "2023",
        PAGES = "103800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67247"}

@article{bb69515,
        AUTHOR = "Fan, J.S. and Zhang, Z.X.",
        TITLE = "Memory-Based Cross-Image Contexts for Weakly Supervised Semantic
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "6006-6020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67248"}

@article{bb69516,
        AUTHOR = "Liu, W. and Kong, X.F. and Hung, T.Y. and Lin, G.S.",
        TITLE = "Cross-Image Region Mining With Region Prototypical Network for Weakly
Supervised Segmentation",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "1148-1160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67249"}

@article{bb69517,
        AUTHOR = "Chen, T. and Yao, Y.Z. and Tang, J.H.",
        TITLE = "Multi-Granularity Denoising and Bidirectional Alignment for Weakly
Supervised Semantic Segmentation",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "2960-2971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67250"}

@article{bb69518,
        AUTHOR = "Li, J.L. and Jie, Z.Q. and Wang, X. and Zhou, Y. and Wei, X.L. and Ma, L.",
        TITLE = "Weakly Supervised Semantic Segmentation via Progressive Patch
Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "1686-1699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67251"}

@article{bb69519,
        AUTHOR = "Chen, T. and Yao, Y.Z. and Zhang, L. and Wang, Q. and Xie, G.S. and Shen, F.M.",
        TITLE = "Saliency Guided Inter- and Intra-Class Relation Constraints for
Weakly Supervised Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "1727-1737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67252"}

@article{bb69520,
        AUTHOR = "Chen, T. and Yao, Y.Z. and Huang, X. and Li, Z.C. and Nie, L.Q. and Tang, J.H.",
        TITLE = "Spatial Structure Constraints for Weakly Supervised Semantic
Segmentation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "1136-1148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67253"}

@article{bb69521,
        AUTHOR = "Lei, J. and Yang, G.Y. and Wang, S.W. and Feng, Z.L. and Liang, R.H.",
        TITLE = "DCAM: Disturbed class activation maps for weakly supervised semantic
segmentation",
        JOURNAL = JVCIR,
        VOLUME = "94",
        YEAR = "2023",
        PAGES = "103852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67254"}

@article{bb69522,
        AUTHOR = "Zhu, M. and Chen, Z. and Yuan, Y.X.",
        TITLE = "FedDM: Federated Weakly Supervised Segmentation via Annotation
Calibration and Gradient De-Conflicting",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1632-1643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67255"}

@article{bb69523,
        AUTHOR = "Yin, Y.F. and Deng, J.J. and Zhou, W.G. and Li, L. and Li, H.Q.",
        TITLE = "FI-WSOD: Foreground Information Guided Weakly Supervised Object
Detection",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "1890-1902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67256"}

@article{bb69524,
        AUTHOR = "Gama, P.H.T. and Oliveira, H. and Marcato Junior, J. and dos Santos, J.A.",
        TITLE = "Weakly Supervised Few-Shot Segmentation via Meta-Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "1784-1797",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67257"}

@article{bb69525,
        AUTHOR = "Oliveira, H. and Gama, P.H.T. and Bloch, I. and Cesar, R.M.",
        TITLE = "Meta-learners for few-shot weakly-supervised medical image
segmentation",
        JOURNAL = PR,
        VOLUME = "153",
        YEAR = "2024",
        PAGES = "110471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67258"}

@article{bb69526,
        AUTHOR = "Shen, W. and Peng, Z.L. and Wang, X. and Wang, H.Y. and Cen, J.Z. and Jiang, D.S. and Xie, L.X. and Yang, X.K. and Tian, Q.",
        TITLE = "A Survey on Label-Efficient Deep Image Segmentation:
Bridging the Gap Between Weak Supervision and Dense Prediction",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9284-9305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67259"}

@article{bb69527,
        AUTHOR = "Zhu, Y.Y. and Zhang, Y.Q. and Ding, M.L. and Zuo, W.M.",
        TITLE = "Uncertainty-Aware Graph-Guided Weakly Supervised Object Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3257-3269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67260"}

@article{bb69528,
        AUTHOR = "Li, Y.Q. and Wu, Y. and Liu, C. and Wu, X.",
        TITLE = "IAC-ReCAM: Two-dimensional attention modulation and category label
guidance for weakly supervised semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "104738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67261"}

@article{bb69529,
        AUTHOR = "Chen, J.L. and Lu, W.Z. and Li, Y.X. and Shen, L.L. and Duan, J.M.",
        TITLE = "Adversarial Learning of Object-Aware Activation Map for
Weakly-Supervised Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3935-3946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67262"}

@article{bb69530,
        AUTHOR = "Cheng, Y.T. and Wei, F.Y. and Bao, J.M. and Chen, D. and Zhang, W.Q.",
        TITLE = "ADPL: Adaptive Dual Path Learning for Domain Adaptation of Semantic
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9339-9356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67263"}

@inproceedings{bb69531,
        AUTHOR = "Cheng, Y.T. and Wei, F.Y. and Bao, J.M. and Chen, D. and Wen, F. and Zhang, W.Q.",
        TITLE = "Dual Path Learning for Domain Adaptation of Semantic Segmentation",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9062-9071",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67264"}

@article{bb69532,
        AUTHOR = "Huang, Z.X. and Wu, G.S. and Wang, L.M.",
        TITLE = "Webly-supervised semantic segmentation via curriculum learning",
        JOURNAL = CVIU,
        VOLUME = "236",
        YEAR = "2023",
        PAGES = "103810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67265"}

@article{bb69533,
        AUTHOR = "Song, C.F. and Ouyang, W.L. and Zhang, Z.X.",
        TITLE = "Weakly Supervised Semantic Segmentation via Box-Driven Masking and
Filling Rate Shifting",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15996-16012",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67266"}

@inproceedings{bb69534,
        AUTHOR = "Song, C.F. and Huang, Y. and Ouyang, W.L. and Wang, L.",
        TITLE = "Box-Driven Class-Wise Region Masking and Filling Rate Guided Loss for
Weakly Supervised Semantic Segmentation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3131-3140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67267"}

@article{bb69535,
        AUTHOR = "Xu, L. and Bennamoun, M. and Boussaid, F. and Laga, H. and Ouyang, W.L. and Xu, D.",
        TITLE = "MCTformer+: Multi-Class Token Transformer for Weakly Supervised
Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8380-8395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67268"}

@inproceedings{bb69536,
        AUTHOR = "Xu, L. and Ouyang, W.L. and Bennamoun, M. and Boussaid, F. and Xu, D.",
        TITLE = "Learning Multi-Modal Class-Specific Tokens for Weakly Supervised
Dense Object Localization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19596-19605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67269"}

@inproceedings{bb69537,
        AUTHOR = "Xu, L. and Ouyang, W.L. and Bennamoun, M. and Boussaid, F. and Xu, D.",
        TITLE = "Multi-class Token Transformer for Weakly Supervised Semantic
Segmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "4300-4309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67270"}

@article{bb69538,
        AUTHOR = "Fan, J.S. and Zhang, Z.X.",
        TITLE = "Toward Practical Weakly Supervised Semantic Segmentation via
Point-Level Supervision",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3252-3271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67271"}

@article{bb69539,
        AUTHOR = "Chen, M. and Xu, K. and Chen, E. and Zhang, Y. and Xie, Y.F. and Hu, Y. and Pan, Z.S.",
        TITLE = "Semantic Attention and Structured Model for Weakly Supervised
Instance Segmentation in Optical and SAR Remote Sensing Imagery",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "21",
        PAGES = "5201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67272"}

@article{bb69540,
        AUTHOR = "Zhang, M. and Zhou, Y. and Liu, B. and Zhao, J.Q. and Yao, R. and Shao, Z.W. and Zhu, H.C.",
        TITLE = "Weakly Supervised Few-Shot Semantic Segmentation via Pseudo Mask
Enhancement and Meta Learning",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7980-7991",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67273"}

@article{bb69541,
        AUTHOR = "Zhang, Y.H. and Tian, S. and Liao, M. and Zhang, Z.Y. and Zou, W.B. and Xu, C.",
        TITLE = "Fine-Grained Self-Supervision for Generalizable Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "371-383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67274"}

@article{bb69542,
        AUTHOR = "Yaganapu, A. and Kang, M.",
        TITLE = "Multi-layered self-attention mechanism for weakly supervised semantic
segmentation",
        JOURNAL = CVIU,
        VOLUME = "239",
        YEAR = "2024",
        PAGES = "103886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67275"}

@article{bb69543,
        AUTHOR = "Wang, W.G. and Sun, G.L. and Van Gool, L.J.",
        TITLE = "Looking Beyond Single Images for Weakly Supervised Semantic
Segmentation Learning",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1635-1649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67276"}

@article{bb69544,
        AUTHOR = "Zhou, T.F. and Wang, W.G.",
        TITLE = "Prototype-Based Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6858-6872",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67277"}

@inproceedings{bb69545,
        AUTHOR = "Sun, G.L. and Wang, W.G. and Dai, J.F. and Van Gool, L.J.",
        TITLE = "Mining Cross-Image Semantics for Weakly Supervised Semantic
Segmentation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "II:347-365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67278"}

@article{bb69546,
        AUTHOR = "Xu, R.T. and Wang, C.W. and Xu, S.B. and Meng, W.L. and Zhang, X.P.",
        TITLE = "Wave-Like Class Activation Map With Representation Fusion for
Weakly-Supervised Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "581-592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67279"}

@article{bb69547,
        AUTHOR = "Li, J.X. and Shi, D. and Cui, Y. and Guo, D.Y. and Liu, Q.S.",
        TITLE = "Adaptive Activation Network for Weakly Supervised Semantic
Segmentation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "6078-6089",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67280"}

@article{bb69548,
        AUTHOR = "Zheng, S.D. and Wu, Z.B. and Xu, Y. and Wei, Z.H.",
        TITLE = "Weakly Supervised Object Detection for Remote Sensing Images via
Progressive Image-Level and Instance-Level Feature Refinement",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "7",
        PAGES = "1203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67281"}

@article{bb69549,
        AUTHOR = "Kim, H. and Choe, J.",
        TITLE = "Weakly-Supervised Incremental Learning for Semantic Segmentation with
Class Hierarchy",
        JOURNAL = PRL,
        VOLUME = "182",
        YEAR = "2024",
        PAGES = "31-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67282"}

@article{bb69550,
        AUTHOR = "Hwang, D.J. and Kim, H. and Baek, D. and Kim, H. and Kye, I. and Choe, J.",
        TITLE = "Curriculum learning with class-label composition for weakly
supervised semantic segmentation",
        JOURNAL = PRL,
        VOLUME = "188",
        YEAR = "2025",
        PAGES = "171-177",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67283"}

@article{bb69551,
        AUTHOR = "Qian, X.L. and Lin, C.Y. and Chen, Z.W. and Wang, W.",
        TITLE = "SAM-Induced Pseudo Fully Supervised Learning for Weakly Supervised
Object Detection in Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "9",
        PAGES = "1532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67284"}

@article{bb69552,
        AUTHOR = "Sang, Y. and Ma, T.J. and Liu, Y.N. and Liu, T. and Sun, J.G.",
        TITLE = "Dual Branch Framework Using Positive and Negative Learning for Weakly
Supervised Semantic Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "1384-1388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67285"}

@article{bb69553,
        AUTHOR = "Fu, Y. and Wang, W.W. and Zhu, L. and Ye, X.Y. and Yue, H.G.",
        TITLE = "Weakly supervised semantic segmentation based on superpixel affinity",
        JOURNAL = JVCIR,
        VOLUME = "101",
        YEAR = "2024",
        PAGES = "104168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67286"}

@article{bb69554,
        AUTHOR = "David, L. and Pedrini, H. and Dias, Z.",
        TITLE = "P-NOC: Adversarial training of CAM generating networks for robust
weakly supervised semantic segmentation priors",
        JOURNAL = JVCIR,
        VOLUME = "102",
        YEAR = "2024",
        PAGES = "104187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67287"}

@article{bb69555,
        AUTHOR = "Zhang, B.F. and Gao, X. and Yu, S.Y. and Liu, W.F.",
        TITLE = "Enhanced online CAM: Single-stage weakly supervised semantic
segmentation via collaborative guidance",
        JOURNAL = PR,
        VOLUME = "156",
        YEAR = "2024",
        PAGES = "110787",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67288"}

@article{bb69556,
        AUTHOR = "Lee, S. and Mun, C. and Uh, Y.J. and Choe, J. and Byun, H.R.",
        TITLE = "Discovering an inference recipe for weakly-supervised object
localization",
        JOURNAL = PR,
        VOLUME = "156",
        YEAR = "2024",
        PAGES = "110838",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67289"}

@article{bb69557,
        AUTHOR = "Qin, Z. and Chen, Y.J. and Zhu, G.S. and Zhou, E. and Zhou, Y.J. and Zhou, Y.C. and Zhu, C.",
        TITLE = "Enhanced Pseudo-Label Generation With Self-Supervised Training for
Weakly- Supervised Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7017-7028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67290"}

@article{bb69558,
        AUTHOR = "Ren, Q.H. and Lu, S.J. and Mao, Q. and Dong, M.",
        TITLE = "Exploring Prototype-Anchor Contrast for Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7106-7120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67291"}

@article{bb69559,
        AUTHOR = "Lu, X.Q. and Jiao, L.C. and Li, L.L. and Liu, F. and Liu, X. and Yang, S.Y.",
        TITLE = "Self Pseudo Entropy Knowledge Distillation for Semi-Supervised
Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7359-7372",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67292"}

@article{bb69560,
        AUTHOR = "You, C. and Jiao, L.C. and Li, L.L. and Liu, X. and Liu, F. and Ma, W.P. and Yang, S.Y.",
        TITLE = "Contour Knowledge-Aware Perception Learning for Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4560-4575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67293"}

@article{bb69561,
        AUTHOR = "Du, Y. and Fu, Z. and Liu, Q.J.",
        TITLE = "Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly
Supervised Semantic Segmentation",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "4654-4669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67294"}

@inproceedings{bb69562,
        AUTHOR = "Du, Y. and Fu, Z. and Liu, Q.J. and Wang, Y.H.",
        TITLE = "Weakly Supervised Semantic Segmentation by Pixel-to-Prototype
Contrast",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "4310-4319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67295"}

@article{bb69563,
        AUTHOR = "Bevandic, P. and Orsic, M. and Saric, J. and Grubisic, I. and Segvic, S.",
        TITLE = "Weakly Supervised Training of Universal Visual Concepts for
Multi-Domain Semantic Segmentation",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "Pages2450-2472",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67296"}

@inproceedings{bb69564,
        AUTHOR = "Bevandic, P. and Orsic, M. and Grubisic, I. and Saric, J. and Segvic, S.",
        TITLE = "Multi-domain semantic segmentation with overlapping labels *",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2422-2431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67297"}

@article{bb69565,
        AUTHOR = "Han, W. and Kang, S. and Choo, K. and Hwang, S.J.",
        TITLE = "Complementary branch fusing class and semantic knowledge for robust
weakly supervised semantic segmentation",
        JOURNAL = PR,
        VOLUME = "157",
        YEAR = "2025",
        PAGES = "110922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67298"}

@article{bb69566,
        AUTHOR = "Wang, W.Z. and Zhou, L. and Wang, H.",
        TITLE = "Multi-scale feature correspondence and pseudo label retraining
strategy for weakly supervised semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "150",
        YEAR = "2024",
        PAGES = "105215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67299"}

@article{bb69567,
        AUTHOR = "Zhang, Y. and Zhu, X.T.",
        TITLE = "Attention-Based Layer Fusion and Token Masking for Weakly Supervised
Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7912-7921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67300"}

@article{bb69568,
        AUTHOR = "Huang, Y. and Kang, D. and Gao, S.H. and Li, W. and Duan, L.X.",
        TITLE = "High-Level Feature Guided Decoding for Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "8281-8291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67301"}

@article{bb69569,
        AUTHOR = "Li, S. and Yang, L. and Cao, P. and Li, L. and Ma, H.D.",
        TITLE = "Frequency-Based Matcher for Long-Tailed Semantic Segmentation",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "10395-10405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67302"}

@article{bb69570,
        AUTHOR = "Liu, Y. and Zeng, J. and Tao, X.Z. and Fang, G.",
        TITLE = "Rethinking Self-Supervised Semantic Segmentation: Achieving
End-to-End Segmentation",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10036-10046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67303"}

@article{bb69571,
        AUTHOR = "Xie, Z.Z. and Jiang, W.H. and Yang, Y. and Lu, H.T.",
        TITLE = "Superpixel Guided Network for Weakly Supervised Semantic Segmentation",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2885-2889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67304"}

@article{bb69572,
        AUTHOR = "Wang, J. and Dai, T.H. and Zhao, X. and Garcia Fernandez, A.F. and Lim, E.G. and Xiao, J.",
        TITLE = "Class Activation Map Calibration for Weakly Supervised Semantic
Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11668-11681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67305"}

@article{bb69573,
        AUTHOR = "Yin, X. and Im, W.B. and Min, D.B. and Huo, Y. and Pan, F. and Yoon, S.E.",
        TITLE = "Fine-Grained Background Representation for Weakly Supervised Semantic
Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11739-11750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67306"}

@article{bb69574,
        AUTHOR = "Hao, X. and Jiang, X. and Ni, W.Q. and Tan, W.M. and Yan, B.",
        TITLE = "Prompt-Guided Semantic-Aware Distillation for Weakly Supervised
Incremental Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10632-10645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67307"}

@article{bb69575,
        AUTHOR = "Wang, C.Y. and Zhang, D. and Yan, R.",
        TITLE = "Boosting Weakly-Supervised Image Segmentation via Representation,
Transform, and Compensator",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11013-11025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67308"}

@article{bb69576,
        AUTHOR = "Cai, Z.W. and Xu, B.D. and Yu, Q. and Zhang, X.Y. and Yang, J.Y. and Wei, H.D. and Li, S.Q. and Song, Q. and Xiong, H. and Wu, H. and Wu, W.B. and Shi, Z.H. and Hu, Q.",
        TITLE = "A cost-effective and robust mapping method for diverse crop types
using weakly supervised semantic segmentation with sparse point
samples",
        JOURNAL = PandRS,
        VOLUME = "218",
        YEAR = "2024",
        PAGES = "260-276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67309"}

@article{bb69577,
        AUTHOR = "Zhang, S.W. and Wang, Z.Z. and Ke, W.",
        TITLE = "One point is all you need for weakly supervised object detection",
        JOURNAL = PR,
        VOLUME = "159",
        YEAR = "2025",
        PAGES = "111087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67310"}

@article{bb69578,
        AUTHOR = "Cheng, K.Y. and Tang, J.F. and Gu, H.J. and Wan, H. and Li, M.",
        TITLE = "Cross-Block Sparse Class Token Contrast for Weakly Supervised
Semantic Segmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "13004-13015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67311"}

@article{bb69579,
        AUTHOR = "Saeed, S.U. and Huang, S.Q. and Ramalhinho, J. and Gayo, I.J.M.B. and Montana Brown, N. and Bonmati, E. and Pereira, S.P. and Davidson, B. and Barratt, D.C. and Clarkson, M.J. and Hu, Y.P.",
        TITLE = "Competing for Pixels: A Self-Play Algorithm for Weakly-Supervised
Semantic Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "825-839",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67312"}

@article{bb69580,
        AUTHOR = "Wang, W.Z. and Zeng, C. and Wang, H. and Zhou, L.",
        TITLE = "Local optimization cropping and boundary enhancement for end-to-end
weakly-supervised segmentation network",
        JOURNAL = CVIU,
        VOLUME = "251",
        YEAR = "2025",
        PAGES = "104260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67313"}

@article{bb69581,
        AUTHOR = "Gu, X.F. and Hu, Y.D. and Wen, C. and Gao, Y.",
        TITLE = "Self-supervised vision transformers for semantic segmentation",
        JOURNAL = CVIU,
        VOLUME = "251",
        YEAR = "2025",
        PAGES = "104272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67314"}

@article{bb69582,
        AUTHOR = "Zhu, L.H. and Wang, X.G. and Feng, J.P. and Cheng, T.H. and Li, Y.Y. and Jiang, B. and Zhang, D.W. and Han, J.W.",
        TITLE = "WeakCLIP: Adapting CLIP for Weakly-Supervised Semantic Segmentation",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1085-1105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67315"}

@article{bb69583,
        AUTHOR = "Moraes, D. and Campagnolo, M.L. and Caetano, M.",
        TITLE = "A Weakly Supervised and Self-Supervised Learning Approach for
Semantic Segmentation of Land Cover in Satellite Images with National
Forest Inventory Data",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "4",
        PAGES = "711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67316"}

@article{bb69584,
        AUTHOR = "Zhou, L. and Wang, J.S. and Luo, J. and Guo, Y.H. and Li, X.X.",
        TITLE = "Optimizing Multi-Task Network with Learned Prototypes for Weakly
Supervised Semantic Segmentation",
        JOURNAL = SP:IC,
        VOLUME = "134",
        YEAR = "2025",
        PAGES = "117272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67317"}

@article{bb69585,
        AUTHOR = "Yang, Z.Q. and Zhao, X.Q. and Yao, C. and Zhang, Q. and Xiao, J.",
        TITLE = "M-SEE: A multi-scale encoder enhancement framework for end-to-end
Weakly Supervised Semantic Segmentation",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67318"}

@article{bb69586,
        AUTHOR = "Fujimori, I. and Oono, M. and Shishibori, M.",
        TITLE = "BAO: Background-aware activation map optimization for weakly
supervised semantic segmentation without background threshold",
        JOURNAL = JVCIR,
        VOLUME = "107",
        YEAR = "2025",
        PAGES = "104404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67319"}

@article{bb69587,
        AUTHOR = "Pang, B. and Wei, Z.Y. and Lin, J.L. and Lu, C.W.",
        TITLE = "Auto-Pairing Positives Through Implicit Relation Circulation for
Discriminative Self-Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2739-2753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67320"}

@article{bb69588,
        AUTHOR = "Zhang, B.F. and Yu, S.Y. and Xiao, J. and Wei, Y.C. and Zhao, Y.",
        TITLE = "Frozen CLIP-DINO: A Strong Backbone for Weakly Supervised Semantic
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "4198-4214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67321"}

@inproceedings{bb69589,
        AUTHOR = "Zhang, B.F. and Yu, S.Y. and Wei, Y.C. and Zhao, Y. and Xiao, J.",
        TITLE = "Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic
Segmentation",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "3796-3806",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67322"}

@article{bb69590,
        AUTHOR = "Shi, H.Y. and Liu, F. and Wu, Z.H. and Xu, Y. and Lin, G.S.",
        TITLE = "Weakly Supervised Segmentation on Outdoor 4D Point Clouds With
Progressive 4D Grouping",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3487-3499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67323"}

@article{bb69591,
        AUTHOR = "Zhang, B.F. and Xiao, J. and Zhao, Y.",
        TITLE = "Dynamic feature regularized loss for weakly supervised semantic
segmentation",
        JOURNAL = PR,
        VOLUME = "164",
        YEAR = "2025",
        PAGES = "111540",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67324"}

@inproceedings{bb69592,
        AUTHOR = "Yang, Z.Q. and Zhao, X.Q. and Wang, X.L. and Zhang, Q. and Xiao, J.",
        TITLE = "FFR: Frequency Feature Rectification for Weakly Supervised Semantic
Segmentation",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "30261-30270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67325"}

@article{bb69593,
        AUTHOR = "Liu, P. and Huang, B. and Jin, T.T. and Long, H.",
        TITLE = "Low-Shot Weakly Supervised Object Detection for Remote Sensing Images
via Part Domination-Based Active Learning and Enhanced Fine-Tuning",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "7",
        PAGES = "1155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67326"}

@article{bb69594,
        AUTHOR = "Ding, X.F. and Shao, Y.J. and Tian, N. and Wang, L. and Zhao, W.C.",
        TITLE = "Counterfactual learning and saliency augmentation for weakly
supervised semantic segmentation",
        JOURNAL = IVC,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "105523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67327"}

@article{bb69595,
        AUTHOR = "Wang, Y.F. and Schaefer, G. and Liu, X. and Dong, J. and Jing, L.L. and Wei, Y. and Xie, X.H. and Fang, H.",
        TITLE = "Class activation map guided level sets for weakly supervised semantic
segmentation",
        JOURNAL = PR,
        VOLUME = "165",
        YEAR = "2025",
        PAGES = "111566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67328"}

@article{bb69596,
        AUTHOR = "Do, K. and Nguyen, M.D. and Tran, N.H. and Nguyen, V.D.",
        TITLE = "PAT: Pixel-wise Adaptive Training for long-tailed segmentation",
        JOURNAL = PRL,
        VOLUME = "192",
        YEAR = "2025",
        PAGES = "43-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67329"}

@article{bb69597,
        AUTHOR = "Tan, J.L. and Wang, C.H. and Tan, X.M. and Zhang, M. and Wang, H.",
        TITLE = "Feature-Guided Instance Mining and Task-Aligned Focal Loss for Weakly
Supervised Object Detection in Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "10",
        PAGES = "1673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67330"}

@article{bb69598,
        AUTHOR = "Wang, H. and Jia, T. and Wang, Q.L. and Zuo, W.M.",
        TITLE = "WS-SAM: Generalizing SAM to Weakly Supervised Object Detection With
Category Label",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "4052-4066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67331"}

@article{bb69599,
        AUTHOR = "Wu, L.S. and Zhong, Z. and Ma, J.Y. and Wei, Y.C. and Chen, H. and Fang, L.Y. and Li, S.T.",
        TITLE = "Modeling the Label Distributions for Weakly-Supervised Semantic
Segmentation",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6290-6306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment350weakss3.html#TT67332"}