@article{bb149400,
AUTHOR = "Li, H.T. and Jin, H.",
TITLE = "Research on Personalized AEB Strategies Based on Self-Supervised
Contrastive Learning",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "1303-1316",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145325"}
@article{bb149401,
AUTHOR = "Sammani, F. and Joukovsky, B. and Deligiannis, N.",
TITLE = "Visualizing and Understanding Contrastive Learning",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "541-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145326"}
@article{bb149402,
AUTHOR = "Zhang, X.D. and Gao, K. and Wang, J.W. and Wang, P.Y. and Hu, Z. and Yang, Z.J. and Zhao, X.B. and Li, W.",
TITLE = "Target Detection Adapting to Spectral Variability in Multi-Temporal
Hyperspectral Images Using Implicit Contrastive Learning",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "4",
PAGES = "718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145327"}
@article{bb149403,
AUTHOR = "Gao, Y. and Li, X. and Hui, Y.",
TITLE = "Rethinking Graph Contrastive Learning: An Efficient Single-View
Approach via Instance Discrimination",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "3616-3625",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145328"}
@article{bb149404,
AUTHOR = "Zhang, Y.F. and Liu, C. and Zhou, Y. and Wang, W.P. and Ye, Q.X. and Ji, X.Y.",
TITLE = "Beyond Instance Discrimination: Relation-Aware Contrastive
Self-Supervised Learning",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "4628-4640",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145329"}
@article{bb149405,
AUTHOR = "Lin, L.L. and Zhang, J.H. and Liu, J.Y.",
TITLE = "Mutual Information Driven Equivariant Contrastive Learning for 3D
Action Representation Learning",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "1883-1897",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145330"}
@article{bb149406,
AUTHOR = "Xu, H. and Liu, L. and Zhi, S.F. and Fu, S.J. and Su, Z. and Cheng, M.M. and Liu, Y.X.",
TITLE = "Enhancing Information Maximization with Distance-Aware Contrastive
Learning for Source-Free Cross-Domain Few-Shot Learning",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2058-2073",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145331"}
@article{bb149407,
AUTHOR = "Lv, Y.Q. and Zhang, J. and Barnes, N.M. and Dai, Y.C.",
TITLE = "Weakly-Supervised Contrastive Learning for Unsupervised Object
Discovery",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "2689-2702",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145332"}
@article{bb149408,
AUTHOR = "Sun, S. and Wang, B. and Tian, Y.J.",
TITLE = "Decoupled representation for multi-view learning",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110377",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145333"}
@article{bb149409,
AUTHOR = "Li, J.Y. and Chen, P.G. and Yu, S. and Liu, S. and Jia, J.Y.",
TITLE = "BAL: Balancing Diversity and Novelty for Active Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3653-3664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145334"}
@article{bb149410,
AUTHOR = "Lee, S. and Lee, S.H. and Lee, J. and Lee, W. and Son, Y.",
TITLE = "Graph contrastive learning with consistency regularization",
JOURNAL = PRL,
VOLUME = "181",
YEAR = "2024",
PAGES = "43-49",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145335"}
@article{bb149411,
AUTHOR = "Liu, Y. and Zan, X.Z. and Li, X.B. and Liu, W.B. and Fang, G.",
TITLE = "Contrastive visual clustering for improving instance-level
contrastive learning as a plugin",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110631",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145336"}
@article{bb149412,
AUTHOR = "Liu, A. and Guo, Y.C. and Yong, J.H. and Xu, F.",
TITLE = "Multi-Grained Radiology Report Generation With Sentence-Level
Image-Language Contrastive Learning",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "2657-2669",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145337"}
@article{bb149413,
AUTHOR = "Liu, Y.B. and Tian, C.X. and Li, H.L. and Wang, S.Q.",
TITLE = "Generalization Beyond Feature Alignment:
Concept Activation-Guided Contrastive Learning",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "4377-4390",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145338"}
@article{bb149414,
AUTHOR = "Du, C.Q. and Wang, Y.L. and Song, S. and Huang, G.",
TITLE = "Probabilistic Contrastive Learning for Long-Tailed Visual Recognition",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "5890-5904",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145339"}
@article{bb149415,
AUTHOR = "Wang, B. and Tian, Z.Q. and Ye, A. and Wen, F. and Du, S.Y. and Gao, Y.",
TITLE = "Generative Variational-Contrastive Learning for Self-Supervised Point
Cloud Representation",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "6154-6166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145340"}
@article{bb149416,
AUTHOR = "Xiao, X.Y. and Du, S.Y. and Tian, Z.Q. and Liu, M. and Zheng, X.",
TITLE = "CCPoint: Contrasting Corrupted Point Clouds for Self-Supervised
Representation Learning",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8131-8144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145341"}
@article{bb149417,
AUTHOR = "Wu, C.Z. and Pfrommer, J. and Zhou, M.Y. and Beyerer, J.",
TITLE = "Self-Supervised Generative-Contrastive Learning of Multi-Modal
Euclidean Input for 3D Shape Latent Representations:
A Dynamic Switching Approach",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "8432-8441",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145342"}
@article{bb149418,
AUTHOR = "Wu, H. and Chen, W.F. and Liu, Z.B. and Chen, T.S. and Chen, Z.G. and Lin, L.",
TITLE = "Contrastive Transformer Learning With Proximity Data Generation for
Text-Based Person Search",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7005-7016",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145343"}
@article{bb149419,
AUTHOR = "Yi, Y.Y. and Zeng, G. and Ren, B. and Yang, L.T. and Chai, B. and Li, Y.X.",
TITLE = "Prototype rectification for zero-shot learning",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110750",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145344"}
@article{bb149420,
AUTHOR = "Gao, C. and Zhang, X. and Jin, Z. and Shang, W.Y. and Ma, Y. and Li, L. and Ding, Z. and Liang, Y.Q.",
TITLE = "Few-shot relational triple extraction with hierarchical prototype
optimization",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110779",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145345"}
@article{bb149421,
AUTHOR = "Zhang, H.L. and Chen, S. and Luo, L. and Yang, J.",
TITLE = "Few-shot learning with long-tailed labels",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110806",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145346"}
@article{bb149422,
AUTHOR = "Wang, Y.M. and Chang, D.X. and Fu, Z.Q. and Wen, J. and Zhao, Y.",
TITLE = "Partially View-Aligned Representation Learning via Cross-View Graph
Contrastive Network",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7272-7283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145347"}
@article{bb149423,
AUTHOR = "Liu, X. and Qian, B. and Liu, H.P. and Guo, D. and Wang, Y. and Wang, M.",
TITLE = "Seeking False Hard Negatives for Graph Contrastive Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7454-7466",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145348"}
@article{bb149424,
AUTHOR = "Yu, B. and Hou, Y.H. and Guo, Z.H. and Gao, Z.Y. and Li, Y.Y.",
TITLE = "FTAN: Frame-to-frame temporal alignment network with contrastive
learning for few-shot action recognition",
JOURNAL = IVC,
VOLUME = "149",
YEAR = "2024",
PAGES = "105159",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145349"}
@article{bb149425,
AUTHOR = "Ayuba, D.L. and Guillemaut, J.Y. and Marti Cardona, B. and Mendez, O.",
TITLE = "HyperKon: A Self-Supervised Contrastive Network for Hyperspectral
Image Analysis",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "18",
PAGES = "3399",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145350"}
@article{bb149426,
AUTHOR = "Meng, L.H. and Wang, C.",
TITLE = "Training Dynamics of Nonlinear Contrastive Learning Model in the High
Dimensional Limit",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "2535-2539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145351"}
@article{bb149427,
AUTHOR = "Cui, J.Q. and Zhong, Z.S. and Tian, Z.T. and Liu, S. and Yu, B. and Jia, J.Y.",
TITLE = "Generalized Parametric Contrastive Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7463-7474",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145352"}
@article{bb149428,
AUTHOR = "Qian, S.S. and Xue, D. and Hu, J. and Zhang, H.W. and Xu, C.S.",
TITLE = "Nonparametric Clustering-Guided Cross-View Contrastive Learning for
Partially View-Aligned Representation Learning",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "6158-6172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145353"}
@article{bb149429,
AUTHOR = "Yuan, R. and Tang, Y.Q. and Wu, Y.J. and Niu, J.H. and Zhang, W.",
TITLE = "Semi-Supervised Graph Structure Learning via Dual Reinforcement of
Label and Prior Structure",
JOURNAL = Cyber,
VOLUME = "54",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "6943-6956",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145354"}
@article{bb149430,
AUTHOR = "Huang, D. and Deng, X.Z. and Chen, D.H. and Wen, Z. and Sun, W.J. and Wang, C.D. and Lai, J.H.",
TITLE = "Deep Clustering With Hybrid-Grained Contrastive and Discriminative
Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "9472-9483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145355"}
@article{bb149431,
AUTHOR = "Shen, C.C. and Chen, J.Z. and Wang, S. and Kuang, H. and Liu, J. and Wang, J.X.",
TITLE = "Asymmetric patch sampling for contrastive learning",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "111012",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145356"}
@article{bb149432,
AUTHOR = "Long, X.Z. and Peng, C. and Li, Y.",
TITLE = "MNN: Mixed nearest-neighbors for self-supervised learning",
JOURNAL = PR,
VOLUME = "158",
YEAR = "2025",
PAGES = "110998",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145357"}
@article{bb149433,
AUTHOR = "Zhang, J.Q. and Chen, S.C.",
TITLE = "Topology reorganized graph contrastive learning with mitigating
semantic drift",
JOURNAL = PR,
VOLUME = "159",
YEAR = "2025",
PAGES = "111160",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145358"}
@article{bb149434,
AUTHOR = "Li, D. and Zhang, J. and Wu, K. and Shi, Y.C. and Han, Y.",
TITLE = "Pseudo-label refinement via hierarchical contrastive learning for
source-free unsupervised domain adaptation",
JOURNAL = PRL,
VOLUME = "186",
YEAR = "2024",
PAGES = "236-242",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145359"}
@article{bb149435,
AUTHOR = "Guan, R. and Wang, Y.F. and Liu, X.Y. and Chen, B. and Zhu, J.",
TITLE = "Dual Contrastive Label Enhancement",
JOURNAL = PR,
VOLUME = "160",
YEAR = "2025",
PAGES = "111183",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145360"}
@article{bb149436,
AUTHOR = "Wang, T.B. and Huang, H.",
TITLE = "Future Feature-Based Supervised Contrastive Learning for Streaming
Perception",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "13611-13625",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145361"}
@article{bb149437,
AUTHOR = "Quan, Q. and Yao, Q.S. and Zhu, H.Q. and Zhou, S.K.",
TITLE = "IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise
Contrastive Learning for Medical Image Analysis",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "154-164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145362"}
@article{bb149438,
AUTHOR = "Xuan, S.Y. and Yang, M. and Zhang, S.L.",
TITLE = "Incremental Model Enhancement via Memory-based Contrastive Learning",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "65-83",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145363"}
@article{bb149439,
AUTHOR = "Deng, H.J. and Yang, Y.M.",
TITLE = "Context-Enriched Contrastive Loss: Enhancing Presentation of Inherent
Sample Connections in Contrastive Learning Framework",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "429-441",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145364"}
@article{bb149440,
AUTHOR = "Liang, Z. and Bai, L. and Fan, J.Y. and Yang, X. and Liang, J.",
TITLE = "Contrastive Learning With Enhancing Detailed Information for
Pre-Training Vision Transformer",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "219-231",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145365"}
@article{bb149441,
AUTHOR = "Xie, Y. and Luo, L. and Cao, T. and Yu, B. and Qin, A.K.",
TITLE = "Contrastive Learning Network for Unsupervised Graph Matching",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "643-656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145366"}
@article{bb149442,
AUTHOR = "Ouahab, A. and Ben Ahmed, O.",
TITLE = "ProtoMed: Prototypical networks with auxiliary regularization for
few-shot medical image classification",
JOURNAL = IVC,
VOLUME = "154",
YEAR = "2025",
PAGES = "105337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145367"}
@article{bb149443,
AUTHOR = "Chen, X.Y. and Li, S.Z. and Liu, R.M. and Shi, B. and Liu, J.H. and Wu, J. and Xu, K.",
TITLE = "Molecular graph contrastive learning with line graph",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111380",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145368"}
@article{bb149444,
AUTHOR = "Qin, P. and Lu, Y.C. and Chen, W.F. and Li, D.F. and Feng, G.C.",
TITLE = "AAGCN: An adaptive data augmentation for graph contrastive learning",
JOURNAL = PR,
VOLUME = "163",
YEAR = "2025",
PAGES = "111471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145369"}
@article{bb149445,
AUTHOR = "Li, H.X. and Fang, M. and Li, X. and Chen, B. and Wang, G.Z.",
TITLE = "Hierarchical multi-granular multi-label contrastive learning",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111567",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145370"}
@article{bb149446,
AUTHOR = "Lin, H.B. and Zhang, C.Y. and Chen, C.L.P.",
TITLE = "Contextual Distribution Alignment via Correlation Contrasting for
Domain Generalization",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3619-3632",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145371"}
@article{bb149447,
AUTHOR = "Stival, L. and da Silva Torres, R. and Pedrini, H.",
TITLE = "Semantically-Aware Contrastive Learning for multispectral remote
sensing images",
JOURNAL = PandRS,
VOLUME = "223",
YEAR = "2025",
PAGES = "173-187",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145372"}
@article{bb149448,
AUTHOR = "He, Y.T. and Wang, B. and Ge, R.J. and Chen, Y. and Yang, G. and Li, S.",
TITLE = "Homeomorphism Prior for False Positive and Negative Problem in
Medical Image Dense Contrastive Representation Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "4122-413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145373"}
@article{bb149449,
AUTHOR = "Long, F. and Xiong, H.R. and Hu, H. and Qian, C. and Sang, J.",
TITLE = "A diabetic retinopathy classification method based on image-text
contrastive learning",
JOURNAL = PRL,
VOLUME = "193",
YEAR = "2025",
PAGES = "142-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145374"}
@article{bb149450,
AUTHOR = "Li, M.J. and Meng, M.Y. and Fulham, M. and Feng, D.D. and Bi, L. and Kim, J.M.",
TITLE = "Enhancing Medical Vision-Language Contrastive Learning via
Inter-Matching Relation Modeling",
JOURNAL = MedImg,
VOLUME = "44",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "2463-2476",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145375"}
@article{bb149451,
AUTHOR = "Ma, S.J. and Zhu, F. and Zhang, X.Y. and Liu, C.L.",
TITLE = "ProtoGCD: Unified and Unbiased Prototype Learning for Generalized
Category Discovery",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "6022-6038",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145376"}
@article{bb149452,
AUTHOR = "Pan, Y.J. and Zhao, Q. and Zhang, Y.Y. and Wang, Z. and Sun, X.Y. and Wu, F.",
TITLE = "Semantic-Aware Late-Stage Supervised Contrastive Learning for
Fine-Grained Action Recognition",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "5912-5924",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145377"}
@article{bb149453,
AUTHOR = "Yi, C.A. and Chen, H.T. and Zhang, Y.F. and Xu, Y.H. and Zhou, Y. and Cui, L.Z. and Yu, H.",
TITLE = "FDAC: Federated Domain Adaptation via Dual Contrastive Learning",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "6948-6960",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145378"}
@article{bb149454,
AUTHOR = "Chen, Z. and Wu, X.J. and Xu, T.Y. and Li, H. and Kittler, J.V.",
TITLE = "Deep Discriminative Multi-View Clustering",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "6974-6978",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145379"}
@article{bb149455,
AUTHOR = "Ding, M. and Wu, J.L. and Dong, X. and Li, X.J. and Qin, P. and Gan, T. and Nie, L.Q.",
TITLE = "Preview-Based Category Contrastive Learning for Knowledge
Distillation",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "6712-6725",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145380"}
@article{bb149456,
AUTHOR = "Yao, Y.X. and Peng, B. and Qin, T.Y. and Gu, Y.F. and Ling, N. and Lei, J.J.",
TITLE = "Hypergraph Contrastive Learning for Large-Scale Hyperspectral Image
Clustering",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "7",
MONTH = "July",
PAGES = "7090-7100",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145381"}
@article{bb149457,
AUTHOR = "Duan, Y. and Chen, H.M. and Zhang, R.X. and Wang, R. and Nie, F.P. and Li, X.L.",
TITLE = "Soft Neighbors Supported Contrastive Clustering",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "4315-4327",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145382"}
@article{bb149458,
AUTHOR = "Li, J. and Wang, Y.M. and Zhang, X.P. and Jiang, D.S. and Dai, W.R. and Li, C.L. and Xiong, H.K. and Tian, Q.",
TITLE = "Contrastive Learning via Variational Information Bottleneck",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "7410-7427",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145383"}
@article{bb149459,
AUTHOR = "Wang, J.Q. and Guo, L. and Liu, P.F. and Shang, P. and Lu, X.C. and Zhao, H.",
TITLE = "A Self-Supervised Contrastive Framework for Specific Emitter
Identification with Limited Labeled Data",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "15",
PAGES = "2659",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145384"}
@article{bb149460,
AUTHOR = "Jia, Y.X. and Wang, X.P. and Shao, Z.P. and Liu, M.",
TITLE = "Altering Query Prompting With Contrastive Learning for Multimodal
Intent Recognition",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3345-3349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145385"}
@article{bb149461,
AUTHOR = "Liu, Q.Y. and Xu, Y. and Wu, Z.B. and Peng, J.T. and Wei, Z.H.",
TITLE = "Unbalanced episode meta-learning with Bi-Sparse contrastive network
for hyperspectral target detection",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112030",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145386"}
@article{bb149462,
AUTHOR = "Zou, M. and Wang, Y.T. and Meng, X.F. and Gan, Z.X. and Guan, C. and Leng, S.Y.",
TITLE = "Multi-head graph contrastive learning with hop augmentation for node
classification",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145387"}
@article{bb149463,
AUTHOR = "Zhou, J.J. and Song, Y. and Chiu, C. and Xiong, Y.P. and Luo, Y.X. and Song, S.Y.",
TITLE = "CPG: Contrastive Patch-Graph learning for 3D point cloud",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111954",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145388"}
@article{bb149464,
AUTHOR = "Zhu, X.K. and Li, C. and Yan, Y. and Fu, J. and Zhao, Z.Y. and Zeng, Q.T.",
TITLE = "Efficiently Harmonizing Information Sharing for Heterogeneous Graph
Contrastive Learning",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111873",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145389"}
@article{bb149465,
AUTHOR = "Zhang, X.K. and Xu, B. and Ma, F. and Wang, Z.Z. and Yang, L. and Lin, H.F.",
TITLE = "Rethinking contrastive learning in session-based recommendation",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111924",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145390"}
@article{bb149466,
AUTHOR = "Shi, G.H. and Liang, X.F. and Lin, X.Y.",
TITLE = "Rethinking multi-pattern mining from a perspective of pattern
prototype learning",
JOURNAL = PR,
VOLUME = "169",
YEAR = "2026",
PAGES = "111896",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145391"}
@article{bb149467,
AUTHOR = "Zhang, Z.Y. and Jiang, B. and Tang, J. and Luo, B.",
TITLE = "Unifying Graph Contrastive Learning via Graph Message Augmentation",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "9563-9579",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145392"}
@article{bb149468,
AUTHOR = "Zhou, L. and Luo, X.Y. and Xue, R.",
TITLE = "Modal-aware contrastive learning for hyperspectral and LiDAR
classification",
JOURNAL = IVC,
VOLUME = "162",
YEAR = "2025",
PAGES = "105669",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145393"}
@article{bb149469,
AUTHOR = "Liu, R. and Yin, R. and Liu, Y. and Hao, X.S. and Shi, H.C. and Ma, C. and Wang, W.P.",
TITLE = "AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive
Learning",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "7810-7820",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145394"}
@article{bb149470,
AUTHOR = "Liu, P. and Li, J. and Zhao, M. and Xue, W.L. and Hu, Q.H. and Chen, S.Y.",
TITLE = "Domain-Division Based Progressive Learning for Source-Free Domain
Adaptation",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "7081-7092",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145395"}
@article{bb149471,
AUTHOR = "Wang, J. and Niu, Z. and Wang, Z. and Tang, L.Y. and Yan, B. and Wang, R. and Nie, F.P.",
TITLE = "Selective-relaxed contrastive learning for hyperspectral image
classification with noisy labels",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145396"}
@article{bb149472,
AUTHOR = "Fang, Y.P. and Huang, H. and Liu, R.R. and Chen, C. and Liu, H.X. and Wu, Q.Y.",
TITLE = "Deep portfolio selection with contrastively aligned cross-modal
attention",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112305",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145397"}
@article{bb149473,
AUTHOR = "Xia, J.Z. and Zhu, X.Y. and Jiang, B.C. and Kan, S.C.",
TITLE = "Reasoning elicitation and multi-granularity contrastive learning for
text-rich image understanding in large vision-language models",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112278",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145398"}
@article{bb149474,
AUTHOR = "Lin, W. and Jing, C.X. and Ding, X.H. and Zeng, H.Q.",
TITLE = "Temporal-invariant video contrastive learning:
A novel perspective from brain knowledge",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145399"}
@article{bb149475,
AUTHOR = "Diao, W.H. and Yu, H. and Kang, K.Y. and Ling, T. and Liu, D. and Feng, Y.C. and Bi, H. and Ren, L. and Li, X. and Mao, Y.Q. and Sun, X.",
TITLE = "RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine
Transformation Contrastive Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "10900-10913",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145400"}
@article{bb149476,
AUTHOR = "Zhang, H.B. and Chan, S.N. and Dong, Z. and Xu, Z.Z. and Jing, F. and Ren, H. and Zou, H. and Qin, S. and Cheng, W.B.",
TITLE = "TDBCL: A time series dual-branch balance contrastive learning for
imbalanced classification",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112476",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145401"}
@article{bb149477,
AUTHOR = "Zhang, J. and Zhang, W. and Jiang, X.Q. and Xie, Y.J. and Yuan, Y. and Meng, S. and Zhou, C.Q.",
TITLE = "Heterogeneous graph contrastive learning with spectral augmentation
and dual aggregation",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112505",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145402"}
@article{bb149478,
AUTHOR = "Xue, X. and Cai, Q. and Zhang, Z.W. and Lei, Y.M. and Shan, H.M. and Zhang, J.P.",
TITLE = "Adaptive multi-view consistency clustering via structure-enhanced
contrastive learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145403"}
@article{bb149479,
AUTHOR = "Xu, L. and Chan, P.P.K. and Deng, J.W. and Liang, X.M. and Yeung, D.S.",
TITLE = "Contrastive learning with auxiliary model",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112566",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145404"}
@article{bb149480,
AUTHOR = "Zeng, K. and Wu, Y.T. and Li, Z.Y. and Hu, R. and Tian, C.W.",
TITLE = "DSCIL: Dynamic selected contrastive instance learning for weakly
supervised video anomaly detection",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145405"}
@article{bb149481,
AUTHOR = "Lu, H. and Hong, H.T. and Shi, F. and Wu, S.L. and Duan, L.X. and Wan, S.H.",
TITLE = "Deep contrastive graph clustering with information preservation",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112575",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145406"}
@article{bb149482,
AUTHOR = "Peng, S.Y. and Li, J.Z. and Wei, M.T. and Yan, S. and Pei, G. and Yao, Y.Z.",
TITLE = "CAFCL: Class-aware flow-based contrastive learning for
out-of-distribution detection",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145407"}
@article{bb149483,
AUTHOR = "Zhang, C.H. and Miao, R. and Ding, L.Z. and Li, P.Q. and Guo, Y.H. and Li, X. and Yuan, Y. and Wang, G.",
TITLE = "GCL-GroW: Graph contrastive learning via group whitening",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112757",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145408"}
@article{bb149484,
AUTHOR = "Ding, Y. and Ren, T. and Wang, Y.F. and Chen, C. and Hua, X.S. and Ju, W.",
TITLE = "Reversible Column Disentangled Augmentation Tricks for Graph
Contrastive Learning",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "9818-9831",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145409"}
@inproceedings{bb149485,
AUTHOR = "Avena, V. and Couto, R.S. and Costa, L.H.M.K. and da Silva, E.A.B.",
TITLE = "Bridging Domain Shifts Through Self-Contrastive Learning And
Distribution Alignment",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2181-2186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145410"}
@inproceedings{bb149486,
AUTHOR = "Kim, J. and Cho, N.I.",
TITLE = "Adapting Foundation Features via Cross-View Contrastive Learning for
Unseen Object Pose Estimation",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "85-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145411"}
@inproceedings{bb149487,
AUTHOR = "Su, Y.C. and Zhou, R.P. and Huang, S. and Li, X.J. and Wang, T.Y. and Wang, Z.Y. and Xu, M.",
TITLE = "Multimodal Generalized Category Discovery",
BOOKTITLE = TrustworthyOpen25,
YEAR = "2025",
PAGES = "1625-1634",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145412"}
@inproceedings{bb149488,
AUTHOR = "Sikdar, A. and Kishore, A. and Kadam, I. and Sundaram, S.",
TITLE = "PiCaZo: Pixel-Aligned Contrastive Learning for Zero-Shot Domain
Adaptation",
BOOKTITLE = DomainFuture25,
YEAR = "2025",
PAGES = "6536-6546",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145413"}
@inproceedings{bb149489,
AUTHOR = "Pitawela, D. and Carneiro, G. and Chen, H.T.",
TITLE = "CLOC: Contrastive Learning for Ordinal Classification with
Multi-Margin N-pair Loss",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15538-15548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145414"}
@inproceedings{bb149490,
AUTHOR = "Cheng, Z. and Zhang, H. and Li, K. and Leng, S. and Hu, Z.Q. and Wu, F. and Zhao, D.L. and Li, X. and Bing, L.",
TITLE = "Breaking the Memory Barrier of Contrastive Loss via Tile-Based
Strategy",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "10036-10045",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145415"}
@inproceedings{bb149491,
AUTHOR = "Du, S. and Luo, X.Z. and O'Regan, D.P. and Qin, C.",
TITLE = "STiL: Semi-supervised Tabular-Image Learning for Comprehensive
Task-Relevant Information Exploration in Multimodal Classification",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "15549-15559",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145416"}
@inproceedings{bb149492,
AUTHOR = "Zhang, L. and Wu, C.P. and Yang, N.",
TITLE = "Weakly Supervised Contrastive Adversarial Training for Learning
Robust Features from Semi-supervised Data",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25718-25727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145417"}
@inproceedings{bb149493,
AUTHOR = "Huang, S. and Yang, X.Y. and Lu, H.T. and Wang, X.C.",
TITLE = "Few-Shot Implicit Function Generation via Equivariance",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "16262-16272",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145418"}
@inproceedings{bb149494,
AUTHOR = "Zhao, J. and Li, T.Q. and Jiang, D. and Wu, S.H. and Ramirez, A. and Lee, T.S.",
TITLE = "Perceptual Inductive Bias Is What You Need Before Contrastive
Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9621-9630",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145419"}
@inproceedings{bb149495,
AUTHOR = "Animesh, C. and Chandraker, M.",
TITLE = "Tuned Contrastive Learning",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "7225-7234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145420"}
@inproceedings{bb149496,
AUTHOR = "Liu, X.Y. and Zhou, B. and Yue, Z. and Cheng, C.",
TITLE = "PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive
Representation Learning",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6517-6527",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145421"}
@inproceedings{bb149497,
AUTHOR = "Sun, J.R. and Akcal, M.U. and Chowdhary, G. and Zhang, W.",
TITLE = "MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State
Evolution in Visual Reinforcement Learning",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6719-6729",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145422"}
@inproceedings{bb149498,
AUTHOR = "Servant, L. and Clement, M. and Wendling, L. and Kurtz, C.",
TITLE = "Contrastive Learning of Image Representations Guided by Spatial
Relations",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "2124-2133",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145423"}
@inproceedings{bb149499,
AUTHOR = "Zeng, D. and Wu, Y.W. and Hu, X.R. and Xu, X.W. and Shi, Y.",
TITLE = "Contrastive Learning with Synthetic Positives",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXVII: 430-447",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern621con2.html#TT145424"}
Last update:Jan 8, 2026 at 12:52:16