@article{bb162700,
AUTHOR = "Wang, D. and Tang, L. and Wang, X. and Luo, L.Q. and Yang, Z.X.",
TITLE = "Improving deep learning on point cloud by maximizing mutual
information across layers",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108892",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158553"}
@article{bb162701,
AUTHOR = "Lei, C.Y. and Xing, Y.Z. and Ouyang, H. and Chen, Q.F.",
TITLE = "Deep Video Prior for Video Consistency and Propagation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "356-371",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158554"}
@article{bb162702,
AUTHOR = "Murdock, C. and Cazenavette, G. and Lucey, S.",
TITLE = "Reframing Neural Networks:
Deep Structure in Overcomplete Representations",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "964-979",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158555"}
@article{bb162703,
AUTHOR = "Wang, Z.W. and Xiao, H. and Duan, Y.Q. and Zhou, J. and Lu, J.W.",
TITLE = "Learning Deep Binary Descriptors via Bitwise Interaction Mining",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1919-1933",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158556"}
@inproceedings{bb162704,
AUTHOR = "Duan, Y.Q. and Wang, Z.W. and Lu, J.W. and Lin, X.D. and Zhou, J.",
TITLE = "GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "8270-8279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158557"}
@article{bb162705,
AUTHOR = "Chen, D.D. and Davies, M. and Ehrhardt, M.J. and Schonlieb, C.B. and Sherry, F. and Tachella, J.",
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#TT158558"}
@article{bb162706,
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#TT158559"}
@article{bb162707,
AUTHOR = "Shu, J. and Zhu, Y.W. 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#TT158560"}
@article{bb162708,
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#TT158561"}
@article{bb162709,
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#TT158562"}
@article{bb162710,
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#TT158563"}
@article{bb162711,
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#TT158564"}
@article{bb162712,
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#TT158565"}
@article{bb162713,
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#TT158566"}
@article{bb162714,
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#TT158567"}
@article{bb162715,
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#TT158568"}
@article{bb162716,
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#TT158569"}
@article{bb162717,
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#TT158570"}
@article{bb162718,
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#TT158571"}
@article{bb162719,
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#TT158572"}
@inproceedings{bb162720,
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#TT158573"}
@article{bb162721,
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#TT158574"}
@article{bb162722,
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#TT158575"}
@article{bb162723,
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#TT158576"}
@article{bb162724,
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#TT158577"}
@article{bb162725,
AUTHOR = "Xing, W.W. and Yao, J. and Liu, Z.X. and Liu, W.B. and Zhang, S.L. 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#TT158578"}
@article{bb162726,
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#TT158579"}
@article{bb162727,
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#TT158580"}
@article{bb162728,
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#TT158581"}
@article{bb162729,
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#TT158582"}
@article{bb162730,
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#TT158583"}
@article{bb162731,
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#TT158584"}
@article{bb162732,
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#TT158585"}
@article{bb162733,
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#TT158586"}
@article{bb162734,
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#TT158587"}
@article{bb162735,
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#TT158588"}
@article{bb162736,
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#TT158589"}
@article{bb162737,
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#TT158590"}
@article{bb162738,
AUTHOR = "Wu, Z.T. and Xiao, M.Q. and Fang, C. and Lin, Z.C.",
TITLE = "Designing Universally-Approximating Deep Neural Networks:
A First-Order Optimization Approach",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "9",
MONTH = "September",
PAGES = "6231-6246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158591"}
@article{bb162739,
AUTHOR = "Bojesomo, A. and Liatsis, P. and Al Marzouqi, H.",
TITLE = "Deep Hypercomplex Networks for Spatiotemporal Data Processing:
Parameter efficiency and superior performance",
JOURNAL = SPMag,
VOLUME = "41",
YEAR = "2024",
NUMBER = "3",
MONTH = "May",
PAGES = "101-112",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158592"}
@article{bb162740,
AUTHOR = "Lu, M.F. and Xing, L. and Chen, B.D.",
TITLE = "Measuring generalized divergence for multiple distributions with
application to deep clustering",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110864",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158593"}
@article{bb162741,
AUTHOR = "Liu, K.J. and Chen, K. and Jia, K. and Wang, Y.W.",
TITLE = "Improving deep representation learning via auxiliary learnable target
coding",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110938",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158594"}
@article{bb162742,
AUTHOR = "Wen, J.J. and Kong, H. and Lai, Z.H. and Zhu, Z.J.",
TITLE = "Characteristic discriminative prototype network with detailed
interpretation for classification",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110901",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158595"}
@article{bb162743,
AUTHOR = "Feng, G.R. and Li, S. and Zhao, J. and Wang, Z.",
TITLE = "Recent Advances in Deep Learning Model Security",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "262-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158596"}
@article{bb162744,
AUTHOR = "Karpukhin, I. and Dereka, S. and Kolesnikov, S.",
TITLE = "EXACT: How to train your accuracy",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "23-30",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158597"}
@article{bb162745,
AUTHOR = "Wang, Y.L. and Yue, Y. and Lu, R. and Han, Y.Z. and Song, S. and Huang, G.",
TITLE = "EfficientTrain++: Generalized Curriculum Learning for Efficient
Visual Backbone Training",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "8036-8055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158598"}
@inproceedings{bb162746,
AUTHOR = "Wang, Y.L. and Yue, Y. and Lu, R. and Liu, T.J. and Zhong, Z. and Song, S.J. and Huang, G.",
TITLE = "EfficientTrain: Exploring Generalized Curriculum Learning for
Training Visual Backbones",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5829-5841",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158599"}
@article{bb162747,
AUTHOR = "Yang, H. and Yao, Q.M. and Han, B. and Kwok, J.T.",
TITLE = "Searching to Exploit Memorization Effect in Deep Learning With Noisy
Labels",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7833-7849",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158600"}
@article{bb162748,
AUTHOR = "Liu, Y.F. and Shen, R. and Shen, X.T.",
TITLE = "Novel Uncertainty Quantification Through Perturbation-Assisted Sample
Synthesis",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7813-7824",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158601"}
@article{bb162749,
AUTHOR = "Chiaroni, F. and Boudiaf, M. and Mitiche, A. and Ayed, I.B.",
TITLE = "Simplex Clustering via sBeta With Applications to Online Adjustment
of Black-Box Predictions",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "9123-9138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158602"}
@article{bb162750,
AUTHOR = "Xie, X.Y. and Zhou, P. and Li, H. and Lin, Z.C. and Yan, S.C.",
TITLE = "Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep
Models",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "9508-9520",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158603"}
@article{bb162751,
AUTHOR = "Tan, C.L. and Zhang, J.S. and Liu, J. and Gong, Y.H.",
TITLE = "Sharpness-Aware Lookahead for Accelerating Convergence and Improving
Generalization",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "10375-10388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158604"}
@article{bb162752,
AUTHOR = "P, H.R. and Srivastava, V. and Chaurasia, K. and Pacheco, R.G. and Couto, R.S.",
TITLE = "Early-Exit Deep Neural Network - A Comprehensive Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2024",
NUMBER = "3",
MONTH = "November",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158605"}
@article{bb162753,
AUTHOR = "Wang, Z.J. and Li, H. and Xu, Z.X. and Zhao, S.Y. and Wang, P.J. and Gao, H.B.",
TITLE = "Adaptive learning rate algorithms based on the improved
Barzilai-Borwein method",
JOURNAL = PR,
VOLUME = "160",
YEAR = "2025",
PAGES = "111179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158606"}
@article{bb162754,
AUTHOR = "Zhao, G.P. and Wang, T. and Jin, Y. and Lang, C.Y. and Li, Y.D. and Ling, H.B.",
TITLE = "The Cascaded Forward algorithm for neural network training",
JOURNAL = PR,
VOLUME = "161",
YEAR = "2025",
PAGES = "111292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158607"}
@article{bb162755,
AUTHOR = "Fei, W. and Dai, W.R. and Zhang, L. and Zhang, L.M. and Li, C.L. and Zou, J. and Xiong, H.K.",
TITLE = "Latent Weight Quantization for Integerized Training of Deep Neural
Networks",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2816-2832",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158608"}
@article{bb162756,
AUTHOR = "Wang, Y.L. and Ni, Z.L. and Pu, Y.F. and Zhou, C. and Ying, J.X. and Song, S.J. and Huang, G.",
TITLE = "InfoPro: Locally Supervised Deep Learning by Maximizing Information
Propagation",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2752-2782",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158609"}
@article{bb162757,
AUTHOR = "Chrysos, G.G. and Wu, Y.T. and Pascanu, R. and Torr, P.H.S. and Cevher, V.",
TITLE = "Hadamard Product in Deep Learning:
Introduction, Advances and Challenges",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "6531-6549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158610"}
@article{bb162758,
AUTHOR = "Hamdy, M. and Al Ali, A. and Suganthan, P.N. and Aly, H.",
TITLE = "Hybrid training of deep neural networks with multiple output layers
for tabular data classification",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112035",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158611"}
@article{bb162759,
AUTHOR = "Zheng, B. and Sun, G.L. and Zhang, H.C. and Zhang, P.C.",
TITLE = "Deep Unfolding Architecture Based on Generative Prior Diffusion for
Image Compressive Sensing",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2878-2882",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158612"}
@article{bb162760,
AUTHOR = "Wu, J.L. and Li, Z. and Sun, W. and Yin, J.H. and Nie, L.Q. and Lin, Z.C.",
TITLE = "ClusMatch: Improving Deep Clustering by Unified Positive and Negative
Pseudo-Label Learning",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "9688-9701",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158613"}
@article{bb162761,
AUTHOR = "Dwivedi, P. and Kajal, M.",
TITLE = "Energy-aware and dynamic training of deep neural networks (EADTrain)
for sustainable AI",
JOURNAL = JVCIR,
VOLUME = "112",
YEAR = "2025",
PAGES = "104582",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158614"}
@article{bb162762,
AUTHOR = "Spanos, D. and Passalis, N. and Tefas, A.",
TITLE = "Improving uncertainty estimation in deep neural networks by modeling
class and instance uncertainty",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112267",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158615"}
@article{bb162763,
AUTHOR = "Christensen, A.J. and Gupta, A.S.",
TITLE = "Shallow Neural Network Training via Atomic Norms and Semidefinite
Programming",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "321-325",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158616"}
@article{bb162764,
AUTHOR = "Souza, L. and Kobayashi, T.",
TITLE = "Subspace Training Mitigates Gradient Noise Vulnerability",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "2",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158617"}
@article{bb162765,
AUTHOR = "Zhou, X.L. and Lee, Z. and Ye, W. and Zhang, S.K.",
TITLE = "Dynamic Knowledge Transfer for Mitigating Spurious Correlations in Deep
Learning",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "64",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158618"}
@article{bb162766,
AUTHOR = "Tao, W.Q. and Ling, H. and Shi, Z.Q. and Wang, B.",
TITLE = "Deep Learning With Data Privacy via Residual Perturbation",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "3",
MONTH = "March",
PAGES = "3458-3470",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158619"}
@article{bb162767,
AUTHOR = "Smati, I. and Khalsi, R. and Ghorbel, F. and Mziou Sallami, M.",
TITLE = "AI3D: Multimodal verification system against projective attacks for
deep learning classifiers",
JOURNAL = PR,
VOLUME = "175",
YEAR = "2026",
PAGES = "113036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158620"}
@article{bb162768,
AUTHOR = "Li, Q. and Li, Z. and Shen, L.L.",
TITLE = "Learning discriminative features within Forward-Forward algorithm
using convolutional prototype",
JOURNAL = PR,
VOLUME = "175",
YEAR = "2026",
PAGES = "113139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158621"}
@article{bb162769,
AUTHOR = "Zhang, H. and Ip, T.L. and Lui, L.M.",
TITLE = "Quasi-conformal Convolution: A Learnable Convolution for Deep
Learning on Simply Connected Open Surfaces",
JOURNAL = SIIMS,
VOLUME = "19",
YEAR = "2026",
NUMBER = "1",
PAGES = "555-583",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158622"}
@article{bb162770,
AUTHOR = "Ma, J. and Liu, D.L. and Xie, W.Y. and Li, H. and Li, Y.S. and Fang, L.Y.",
TITLE = "MultiGS: Multi-Dimensional Information-Aware Gradient Sparsification",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "5246-5257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158623"}
@article{bb162771,
AUTHOR = "Liu, Z.X. and Ma, Z.C. and Zhao, K. and Wang, K. and Lian, S.",
TITLE = "KAConvNet: Kolmogorov-Arnold convolutional networks for vision
recognition",
JOURNAL = IVC,
VOLUME = "170",
YEAR = "2026",
PAGES = "105983",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158624"}
@article{bb162772,
AUTHOR = "Martinez Garcia, M. and Vadillo, J. and Pedersoli, M. and Inza, I. and Lozano, J.A.",
TITLE = "Privileged learning via a multi-task distilled approach",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113389",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158625"}
@article{bb162773,
AUTHOR = "Wang, Y. and Mo, Y.C. and Wu, D.X. and Li, M.J. and Ma, X.J. and Lin, Z.C.",
TITLE = "On the Adversarial Transferability of Generalized 'Skip Connections'",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7846-7858",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158626"}
@article{bb162774,
AUTHOR = "Wang, C.X.",
TITLE = "Generalization Properties of Robust Learning With Random Features",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "8199-8215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158627"}
@inproceedings{bb162775,
AUTHOR = "Darzi, E. and Nguyen, D. and Cheng, G.",
TITLE = "Scaling Test-Time Compute can Outperform Larger Architectures in
Computer Vision",
BOOKTITLE = FGVC25,
YEAR = "2025",
PAGES = "3358-3366",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158628"}
@inproceedings{bb162776,
AUTHOR = "Gafni, T. and Karnieli, A. and Hanani, Y.",
TITLE = "Dual Precision Quantization for Efficient and Accurate Deep Neural
Networks Inference",
BOOKTITLE = LargeVM25,
YEAR = "2025",
PAGES = "3250-3260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158629"}
@inproceedings{bb162777,
AUTHOR = "Kowalczyk, M. and Jeziorek, K. and Kryjak, T.",
TITLE = "Learning from Noise: Enhancing DNNs for Event-Based Vision Through
Controlled Noise Injection",
BOOKTITLE = EventVision25,
YEAR = "2025",
PAGES = "5092-5102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158630"}
@inproceedings{bb162778,
AUTHOR = "Saiin, R. and Suetake, K. and Sawada, Y.",
TITLE = "Magic for the Age of Quantized DNNs",
BOOKTITLE = MVA25,
YEAR = "2025",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158631"}
@inproceedings{bb162779,
AUTHOR = "Zhang, W.X. and Xie, S.Z. and Ren, C.W. and Xie, S. and Tang, C. and Ge, S. and Wang, M.Z. and Wang, Z.",
TITLE = "EVOS: Efficient Implicit Neural Training via EVOlutionary Selector",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30472-30482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158632"}
@inproceedings{bb162780,
AUTHOR = "Liu, H. and Cui, P. and Wang, B. and Chen, W.P. and Zhang, Y.P. and Zhu, J. and Hu, X.L.",
TITLE = "Improving Accuracy and Calibration via Differentiated Deep Mutual
Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25812-25821",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158633"}
@inproceedings{bb162781,
AUTHOR = "Wang, S.X. and Veldhuis, R. and Strisciuglio, N.",
TITLE = "Do ImageNet-trained models learn shortcuts? The impact of frequency
shortcuts on generalization",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25198-25207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158634"}
@inproceedings{bb162782,
AUTHOR = "Lin, H. and Wu, K. and Li, J. and Li, J. and Li, W.J.",
TITLE = "UniAP: Unifying Inter- and Intra-Layer Automatic Parallelism by Mixed
Integer Quadratic Programming",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20947-20957",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158635"}
@inproceedings{bb162783,
AUTHOR = "Park, J.H. and Jeon, J.H. and Lee, J.Y. and Ahn, S. and Cha, M.H. and Kim, M.G. and Nam, H. and Cho, S.I.",
TITLE = "Dynamic Pseudo Labeling via Gradient Cutting for High-Low Entropy
Exploration",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20602-20611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158636"}
@inproceedings{bb162784,
AUTHOR = "Zhou, Q. and Gao, J.Y. and Wang, Q.",
TITLE = "Scale Efficient Training for Large Datasets",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20458-20467",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158637"}
@inproceedings{bb162785,
AUTHOR = "Horwitz, E. and Cavia, B. and Kahana, J. and Hoshen, Y.",
TITLE = "Learning on Model Weights using Tree Experts",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20468-20478",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158638"}
@inproceedings{bb162786,
AUTHOR = "Novello, T. and Aldana, D. and Araujo, A. and Velho, L.",
TITLE = "Tuning the Frequencies:
Robust Training for Sinusoidal Neural Networks",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "3071-3080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158639"}
@inproceedings{bb162787,
AUTHOR = "Park, J. and Jeong, S. and Moon, T.",
TITLE = "TLDR: Text Based Last-Layer Retraining for Debiasing Image
Classifiers",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "2538-2547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158640"}
@inproceedings{bb162788,
AUTHOR = "Chelly, I. and Finder, S.E. and Ifergane, S. and Freifeld, O.",
TITLE = "Trainable Highly-expressive Activation Functions",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LX: 200-217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158641"}
@inproceedings{bb162789,
AUTHOR = "Kim, M. and Kwon, J.",
TITLE = "Uncertainty Calibration with Energy Based Instance-wise Scaling in the
Wild Dataset",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLVI: 232-248",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158642"}
@inproceedings{bb162790,
AUTHOR = "Lee, M. and Park, S. and Heo, B. and Han, D.Y. and Shim, H.J.",
TITLE = "Seit++: Masked Token Modeling Improves Storage-efficient Training",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXVIII: 180-197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158643"}
@inproceedings{bb162791,
AUTHOR = "Su, J.H. and He, C.H. and Zhu, F.Y. and Xu, X.J. and Guan, D.Z. and Si, C.Y.",
TITLE = "HPFF: Hierarchical Locally Supervised Learning with Patch Feature
Fusion",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XX: 293-309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158644"}
@inproceedings{bb162792,
AUTHOR = "Chen, Y.M. and Yang, X.Y. and Deligiannis, N.",
TITLE = "Unveiling Privacy Risks in Stochastic Neural Networks Training:
Effective Image Reconstruction from Gradients",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXX: 397-413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158645"}
@inproceedings{bb162793,
AUTHOR = "Zhang, W.T. and Zhang, L.",
TITLE = "Dynamic Activation Function Based on the Branching Process and its
Application in Image Classification",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1126-1132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158646"}
@inproceedings{bb162794,
AUTHOR = "Faye, B. and Azzag, H. and Lebbah, M. and Bouchaffra, D.",
TITLE = "Adaptative Context Normalization:
A Boost for Deep Learning in Image Processing",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1037-1043",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158647"}
@inproceedings{bb162795,
AUTHOR = "Saadati, N. and Pham, M. and Saleem, N. and Waite, J.R. and Balu, A. and Jiang, Z. and Hegde, C. and Sarkar, S.",
TITLE = "DIMAT: Decentralized Iterative Merging-and-Training for Deep Learning
Models",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "27507-27517",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158648"}
@inproceedings{bb162796,
AUTHOR = "Cai, Z.C. and Zhu, H. and Shen, Q. and Wang, X.R. and Cao, X.",
TITLE = "Batch Normalization Alleviates the Spectral Bias in Coordinate
Networks",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "25160-25171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158649"}
@inproceedings{bb162797,
AUTHOR = "Marcus, E. and Sheombarsing, R. and Sonke, J.J. and Teuwen, J.",
TITLE = "Task-Driven Wavelets Using Constrained Empirical Risk Minimization",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24098-24107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158650"}
@inproceedings{bb162798,
AUTHOR = "Li, Y.T. and Chen, Y.Y. and Yu, X.L. and Chen, D.X. and Shen, X.",
TITLE = "SURE: SUrvey REcipes for Building Reliable and Robust Deep Networks",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17500-17510",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158651"}
@inproceedings{bb162799,
AUTHOR = "Li, J.L. and Nie, Q. and Fu, W. and Lin, Y. and Tao, G.P. and Liu, Y. and Wang, C.J.",
TITLE = "LORS: Low-Rank Residual Structure for Parameter-Efficient Network
Stacking",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "15866-15876",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT158652"}
Last update:Jun 24, 2026 at 16:12:22