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TITLE = "Imaging With Equivariant Deep Learning:
From unrolled network design to fully unsupervised learning",
JOURNAL = SPMag,
VOLUME = "40",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "134-147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140641"}
@article{bb144662,
AUTHOR = "Tang, A. and Niu, L.F. and Miao, J.Y. and Zhang, P.",
TITLE = "Training Compact DNNs with L1/2 Regularization",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109206",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140642"}
@article{bb144663,
AUTHOR = "Shu, J. and Zhu, Y. and Zhao, Q. and Meng, D.Y. and Xu, Z.B.",
TITLE = "MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3505-3521",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140643"}
@article{bb144664,
AUTHOR = "Wang, Y.M. and Chang, D.X. and Fu, Z.Q. and Zhao, Y.",
TITLE = "Learning a bi-directional discriminative representation for deep
clustering",
JOURNAL = PR,
VOLUME = "137",
YEAR = "2023",
PAGES = "109237",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140644"}
@article{bb144665,
AUTHOR = "Zhu, Q.Y. and Zu, X.W.",
TITLE = "A Softmax-Free Loss Function Based on Predefined Optimal-Distribution
of Latent Features for Deep Learning Classifier",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "1386-1397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140645"}
@article{bb144666,
AUTHOR = "Qin, W. and Zhang, H.W. and Hong, R.C. and Lim, E.P. and Sun, Q.R.",
TITLE = "Causal Interventional Training for Image Recognition",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "1033-1044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140646"}
@article{bb144667,
AUTHOR = "Chen, C. and Li, B.",
TITLE = "An Interpretable Channelwise Attention Mechanism based on Asymmetric
and Skewed Gaussian Distribution",
JOURNAL = PR,
VOLUME = "139",
YEAR = "2023",
PAGES = "109467",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140647"}
@article{bb144668,
AUTHOR = "Wu, Z.Z. and Wang, M. and Sun, W.W. and Li, Y.C. and Xu, T.H. and Wang, F. and Huang, K.",
TITLE = "CAT: Learning to collaborate channel and spatial attention from
multi-information fusion",
JOURNAL = IET-CV,
VOLUME = "17",
YEAR = "2023",
NUMBER = "3",
PAGES = "309-318",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140648"}
@article{bb144669,
AUTHOR = "Huang, Z.Z. and Chen, J. and Zhang, J.P. and Shan, H.M.",
TITLE = "Learning Representation for Clustering Via Prototype Scattering and
Positive Sampling",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7509-7524",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140649"}
@article{bb144670,
AUTHOR = "Feng, F. and Liu, Q. and Peng, Z.L. and Zhang, R.M. and Chan, R.H.M.",
TITLE = "Community Channel-Net: Efficient channel-wise interactions via
community graph topology",
JOURNAL = PR,
VOLUME = "141",
YEAR = "2023",
PAGES = "109536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140650"}
@article{bb144671,
AUTHOR = "Xu, Y.H. and Xie, L.X. and Xie, C.H. and Dai, W.R. and Mei, J. and Qiao, S.Y. and Shen, W. and Xiong, H.K. and Yuille, A.L.",
TITLE = "BNET: Batch Normalization With Enhanced Linear Transformation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "9225-9232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140651"}
@article{bb144672,
AUTHOR = "Huang, Y.J. and Chen, W.S. and Peng, L.Y. and Liu, Y.H. and Wang, M.Y. and Zhang, X.P. and Zeng, X.Y.",
TITLE = "LineDL: Processing Images Line-by-Line With Deep Learning",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "3150-3162",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140652"}
@article{bb144673,
AUTHOR = "Lin, M.B. and Chen, B.H. and Chao, F. and Ji, R.R.",
TITLE = "Training Compact CNNs for Image Classification Using Dynamic-Coded
Filter Fusion",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "10478-10487",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140653"}
@article{bb144674,
AUTHOR = "Khan, S.D. and Basalamah, S.",
TITLE = "Multi-Branch Deep Learning Framework for Land Scene Classification in
Satellite Imagery",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "13",
PAGES = "3408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140654"}
@article{bb144675,
AUTHOR = "Zhu, Z.Z. and Zhou, Y.C. and Dong, Y. and Zhong, Z.",
TITLE = "PWLU: Learning Specialized Activation Functions With the Piecewise
Linear Unit",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "12269-12286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140655"}
@inproceedings{bb144676,
AUTHOR = "Zhou, Y.C. and Zhu, Z.Z. and Zhong, Z.",
TITLE = "Learning specialized activation functions with the Piecewise Linear
Unit",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "12075-12084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140656"}
@article{bb144677,
AUTHOR = "Chen, X.H. and Luo, F.M. and Yu, Y. and Li, Q.Y. and Qin, Z.W. and Shang, W.J. and Ye, J.P.",
TITLE = "Offline Model-Based Adaptable Policy Learning for Decision-Making in
Out-of-Support Regions",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15260-15274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140657"}
@article{bb144678,
AUTHOR = "Wang, Q.L. and Zhang, Z.L. and Gao, M.Z. and Xie, J.T. and Zhu, P.F. and Li, P.H. and Zuo, W.M. and Hu, Q.H.",
TITLE = "Towards a Deeper Understanding of Global Covariance Pooling in Deep
Learning: An Optimization Perspective",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15802-15819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140658"}
@article{bb144679,
AUTHOR = "Wang, J. and Chen, J.H. and Zhang, K. and Sigal, L.",
TITLE = "Training feedforward neural nets in Hopfield-energy-based
configuration: A two-step approach",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109954",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140659"}
@article{bb144680,
AUTHOR = "Todros, K.",
TITLE = "Training a Radial Basis Function Network Under Transformed
Probability Measure",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "1567-1571",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140660"}
@article{bb144681,
AUTHOR = "Xing, W.W. and Yao, J. and Liu, Z.X. and Liu, W.B. and Zhang, S. and Wang, L.Q.",
TITLE = "Contrastive JS: A Novel Scheme for Enhancing the Accuracy and
Robustness of Deep Models",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "7881-7893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140661"}
@article{bb144682,
AUTHOR = "Wang, Y. and Tan, D.J. and Navab, N. and Tombari, F.",
TITLE = "Self-Supervised Latent Space Optimization With Nebula Variational
Coding",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1397-1411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140662"}
@article{bb144683,
AUTHOR = "Lee, H. and Kim, T. and Son, H. and Baek, S.W. and Cheon, M. and Lee, S.Y.",
TITLE = "A Nonlinear, Regularized, and Data-Independent Modulation for
Continuously Interactive Image Processing Network",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "74-94",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140663"}
@article{bb144684,
AUTHOR = "Zhao, C.Y. and Qian, J.J. and Zhu, S.M. and Xie, J. and Yang, J.",
TITLE = "Learning Robust Facial Representation From the View of Diversity and
Closeness",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "410-427",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140664"}
@article{bb144685,
AUTHOR = "Zhou, H.Y. and Liu, A.A. and Zhang, C.Y. and Zhu, P. and Zhang, Q.Y. and Kankanhalli, M.",
TITLE = "Multi-Modal Meta-Transfer Fusion Network for Few-Shot 3D Model
Classification",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "673-688",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140665"}
@article{bb144686,
AUTHOR = "Trosten, D.J. and Lokse, S. and Jenssen, R. and Kampffmeyer, M.",
TITLE = "Leveraging tensor kernels to reduce objective function mismatch in
deep clustering",
JOURNAL = PR,
VOLUME = "149",
YEAR = "2024",
PAGES = "110229",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140666"}
@article{bb144687,
AUTHOR = "Qin, Z. and Tan, X. and Zhu, Z.H.",
TITLE = "Convergence Analysis for Learning Orthonormal Deep Linear Neural
Networks",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "795-799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140667"}
@article{bb144688,
AUTHOR = "Liu, X.Z. and Yu, J. and Kurihara, T. and Wu, C.Z. and Zhan, S.",
TITLE = "Spectrum Attention Mechanism for a Complex Neural Network",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "815-819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140668"}
@article{bb144689,
AUTHOR = "Hamidi, S.M.",
TITLE = "Training Neural Networks on Remote Edge Devices for Unseen Class
Classification",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1004-1008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140669"}
@article{bb144690,
AUTHOR = "Yin, Z. and Pu, J. and Wan, R. and Xue, X.Y.",
TITLE = "Embrace sustainable AI: Dynamic data subset selection for image
classification",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110392",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140670"}
@article{bb144691,
AUTHOR = "Li, J.T. and Liang, X.B. and Wu, L.J. and Wang, Y. and Meng, Q. and Qin, T. and Zhang, M. and Liu, T.Y.",
TITLE = "Randomness Regularization With Simple Consistency Training for Neural
Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "5763-5778",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140671"}
@article{bb144692,
AUTHOR = "Zhong, Y.Y. and Yan, Y.F. and Luo, P.X. and Zhou, Y.H. and Qi, D.L.",
TITLE = "ADIR: Advanced domain-invariant representation via decoupling
learning and information bottleneck",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "9",
PAGES = "2506-2520",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140672"}
@article{bb144693,
AUTHOR = "Barisin, T. and Angulo, J. and Schladitz, K. and Redenbach, C.",
TITLE = "Riesz Feature Representation: Scale Equivariant Scattering Network
for Classification Tasks",
JOURNAL = SIIMS,
VOLUME = "17",
YEAR = "2024",
NUMBER = "2",
PAGES = "1284-1313",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140673"}
@inproceedings{bb144694,
AUTHOR = "Cormier, M.",
TITLE = "Kaskade-CNN and NB-KDE-CNN: CNN Architectures with KDE and
Probabilistic Reasoning Layers",
BOOKTITLE = "CRV23",
YEAR = "2023",
PAGES = "113-120",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140674"}
@inproceedings{bb144695,
AUTHOR = "Ilhan, F. and Chow, K.H. and Hu, S. and Huang, T.S. and Tekin, S. and Wei, W.Q. and Wu, Y.Z. and Lee, M.J. and Kompella, R. and Latapie, H. and Liu, G.W. and Liu, L.",
TITLE = "Adaptive Deep Neural Network Inference Optimization with EENet",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "1362-1371",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140675"}
@inproceedings{bb144696,
AUTHOR = "Bu, H.R.",
TITLE = "Deep Clustering Based on Contractive Autoencoder and Self-paced
Learning",
BOOKTITLE = CVIDL23,
YEAR = "2023",
PAGES = "458-462",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140676"}
@inproceedings{bb144697,
AUTHOR = "He, H. and Dube, P.",
TITLE = "RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous
Environment Via Submodular Partitioning",
BOOKTITLE = REDLCV23,
YEAR = "2023",
PAGES = "1385-1393",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140677"}
@inproceedings{bb144698,
AUTHOR = "Wang, S. and Brune, C. and Veldhuis, R. and Strisciuglio, N.",
TITLE = "DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut
Learning",
BOOKTITLE = VIPriors23,
YEAR = "2023",
PAGES = "129-138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140678"}
@inproceedings{bb144699,
AUTHOR = "Wei, Y. and Sun, Y.C. and Zheng, R.J. and Vemprala, S. and Bonatti, R. and Chen, S. and Madaan, R. and Ba, Z.J. and Kapoor, A. and Ma, S.",
TITLE = "Is Imitation All You Need? Generalized Decision-Making with
Dual-Phase Training",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16175-16185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT140679"}
Last update:Jul 18, 2024 at 20:50:34