@article{bb142800, AUTHOR = "Liu, Y.F. and Zhong, Y.F. and Qin, Q.Q.", TITLE = "Scene Classification Based on Multiscale Convolutional Neural Network", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "12", MONTH = "December", PAGES = "7109-7121", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138792"} @article{bb142801, AUTHOR = "Zhou, Y.C. and Hu, Q.H. and Wang, Y.", TITLE = "Deep super-class learning for long-tail distributed image classification", JOURNAL = PR, VOLUME = "80", YEAR = "2018", PAGES = "118-128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138793"} @article{bb142802, AUTHOR = "Zheng, X.T. and Yuan, Y. and Lu, X.Q.", TITLE = "A Deep Scene Representation for Aerial Scene Classification", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "7", MONTH = "July", PAGES = "4799-4809", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138794"} @article{bb142803, AUTHOR = "Liao, Z.B. and Drummond, T. and Reid, I.D. and Carneiro, G.", TITLE = "Approximate Fisher Information Matrix to Characterize the Training of Deep Neural Networks", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "1", MONTH = "January", PAGES = "15-26", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138795"} @inproceedings{bb142804, AUTHOR = "Liao, Z.B. and Carneiro, G.", TITLE = "On the importance of normalisation layers in deep learning with piecewise linear activation units", BOOKTITLE = WACV16, YEAR = "2016", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138796"} @inproceedings{bb142805, AUTHOR = "Zhuang, B. and Lin, G. and Shen, C. and Reid, I.D.", TITLE = "Fast Training of Triplet-Based Deep Binary Embedding Networks", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5955-5964", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138797"} @article{bb142806, AUTHOR = "Lyu, K. and Li, Y. and Zhang, Z.", TITLE = "Attention-Aware Multi-Task Convolutional Neural Networks", JOURNAL = IP, VOLUME = "29", YEAR = "2020", NUMBER = "1", PAGES = "1867-1878", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138798"} @article{bb142807, AUTHOR = "Zhang, D.W. and Han, J.W. and Zhang, Y. and Xu, D.", TITLE = "Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "7", MONTH = "July", PAGES = "1755-1769", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138799"} @article{bb142808, AUTHOR = "Santiago, C. and Barata, C. and Sasdelli, M. and Carneiro, G. and Nascimento, J.C.", TITLE = "LOW: Training deep neural networks by learning optimal sample weights", JOURNAL = PR, VOLUME = "110", YEAR = "2021", PAGES = "107585", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138800"} @article{bb142809, AUTHOR = "Dixit, M. and Li, Y.S. and Vasconcelos, N.M.", TITLE = "Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "12", MONTH = "December", PAGES = "3102-3118", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138801"} @inproceedings{bb142810, AUTHOR = "Li, Y.S. and Dixit, M. and Vasconcelos, N.M.", TITLE = "Deep Scene Image Classification with the MFAFVNet", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "5757-5765", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138802"} @article{bb142811, AUTHOR = "Luo, P. and Zhang, R.M. and Ren, J.M. and Peng, Z.L. and Li, J.Y.", TITLE = "Switchable Normalization for Learning-to-Normalize Deep Representation", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "2", MONTH = "February", PAGES = "712-728", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138803"} @article{bb142812, AUTHOR = "Liu, D. and Ning, J. and Wu, J.Z. and Yang, G.W.", TITLE = "Extending Ordinary-Label Learning Losses to Complementary-Label Learning", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "852-856", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138804"} @article{bb142813, AUTHOR = "Chen, Z. and Wu, X.J. and Xu, T.Y. and Kittler, J.V.", TITLE = "Learning Alternating Deep-Layer Cascaded Representation", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "1520-1524", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138805"} @inproceedings{bb142814, AUTHOR = "Wang, R. and Wu, X.J. and Chen, Z.H. and Xu, T.Y. and Kittler, J.V.", TITLE = "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "VI:646-663", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138806"} @article{bb142815, AUTHOR = "Fan, B. and Liu, H.M. and Zeng, H. and Zhang, J.Y. and Liu, X. and Han, J.W.", TITLE = "Deep Unsupervised Binary Descriptor Learning Through Locality Consistency and Self Distinctiveness", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "2770-2781", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138807"} @article{bb142816, AUTHOR = "Miao, Y.Q. and Lin, Z.J. and Ma, X. and Ding, G.G. and Han, J.G.", TITLE = "Learning Transformation-Invariant Local Descriptors With Low-Coupling Binary Codes", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "7554-7566", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138808"} @article{bb142817, AUTHOR = "Zhao, T.Y. and Zhao, J. and Zhou, W.G. and Zhou, Y. and Li, H.Q.", TITLE = "State Representation Learning With Adjacent State Consistency Loss for Deep Reinforcement Learning", JOURNAL = MultMedMag, VOLUME = "28", YEAR = "2021", NUMBER = "3", MONTH = "July", PAGES = "117-127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138809"} @article{bb142818, AUTHOR = "Lu, Z.Q. and Xu, C. and Du, B. and Ishida, T. and Zhang, L. and Sugiyama, M.", TITLE = "LocalDrop: A Hybrid Regularization for Deep Neural Networks", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "3590-3601", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138810"} @article{bb142819, AUTHOR = "Wang, Y.L. and Huang, G. and Song, S. and Pan, X. and Xia, Y.T. and Wu, C.", TITLE = "Regularizing Deep Networks With Semantic Data Augmentation", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "3733-3748", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138811"} @inproceedings{bb142820, AUTHOR = "Pan, X. and Ge, C.J. and Lu, R. and Song, S. and Chen, G.F. and Huang, Z.Y. and Huang, G.", TITLE = "On the Integration of Self-Attention and Convolution", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "805-815", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138812"} @article{bb142821, AUTHOR = "Kim, J. and Yoon, H. and Kim, M.S.", TITLE = "Tweaking Deep Neural Networks", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "5715-5728", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138813"} @article{bb142822, AUTHOR = "Li, Y. and Wang, Y.H. and Gan, Y.Z. and Tan, X.Y.", TITLE = "Alleviating the estimation bias of deep deterministic policy gradient via co-regularization", JOURNAL = PR, VOLUME = "131", YEAR = "2022", PAGES = "108872", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138814"} @article{bb142823, AUTHOR = "Li, Y. and Wang, Y.H. and Tan, X.Y.", TITLE = "Self-imitation guided goal-conditioned reinforcement learning", JOURNAL = PR, VOLUME = "144", YEAR = "2023", PAGES = "109845", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138815"} @article{bb142824, 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#TT138816"} @article{bb142825, 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#TT138817"} @article{bb142826, 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#TT138818"} @article{bb142827, 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#TT138819"} @inproceedings{bb142828, 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#TT138820"} @article{bb142829, 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#TT138821"} @article{bb142830, 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#TT138822"} @article{bb142831, 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#TT138823"} @article{bb142832, 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#TT138824"} @article{bb142833, 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#TT138825"} @article{bb142834, 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#TT138826"} @article{bb142835, 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#TT138827"} @article{bb142836, 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#TT138828"} @article{bb142837, 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#TT138829"} @article{bb142838, AUTHOR = "Feng, F. and Liu, Q. and Peng, Z.L. and Zhang, R. 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#TT138830"} @article{bb142839, 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#TT138831"} @article{bb142840, 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#TT138832"} @article{bb142841, 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#TT138833"} @article{bb142842, 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#TT138834"} @article{bb142843, 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#TT138835"} @inproceedings{bb142844, 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#TT138836"} @article{bb142845, 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#TT138837"} @article{bb142846, 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#TT138838"} @article{bb142847, 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#TT138839"} @article{bb142848, 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#TT138840"} @article{bb142849, 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#TT138841"} @article{bb142850, 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#TT138842"} @article{bb142851, 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#TT138843"} @article{bb142852, 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#TT138844"} @article{bb142853, 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#TT138845"} @article{bb142854, 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#TT138846"} @article{bb142855, 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#TT138847"} @article{bb142856, 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#TT138848"} @inproceedings{bb142857, 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#TT138849"} @inproceedings{bb142858, 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#TT138850"} @inproceedings{bb142859, 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#TT138851"} @inproceedings{bb142860, 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#TT138852"} @inproceedings{bb142861, AUTHOR = "Wang, Y.L. and Yue, Y. and Lu, R. and Liu, T.J. and Zhong, Z. and Song, S. 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#TT138853"} @inproceedings{bb142862, AUTHOR = "Zhou, Y.F. and Li, Z. and Shrivastava, A. and Zhao, H.S. and Torralba, A. and Tian, T. and Lim, S.N.", TITLE = "BT2: Backward-compatible Training with Basis Transformation", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "11195-11204", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138854"} @inproceedings{bb142863, AUTHOR = "Saratchandran, H. and Chng, S.F. and Ramasinghe, S. and MacDonald, L. and Lucey, S.", TITLE = "Curvature-Aware Training for Coordinate Networks", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "13282-13292", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138855"} @inproceedings{bb142864, AUTHOR = "Ni, Z.L. and Wang, Y.L. and Yu, J.W. and Jiang, H. and Cao, Y. and Huang, G.", TITLE = "Deep Incubation: Training Large Models by Divide-and-Conquering", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17289-17299", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138856"} @inproceedings{bb142865, AUTHOR = "Park, H. and Noh, J. and Oh, Y. and Baek, D. and Ham, B.", TITLE = "ACLS: Adaptive and Conditional Label Smoothing for Network Calibration", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "3913-3922", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138857"} @inproceedings{bb142866, AUTHOR = "Rao, S. and Bohle, M. and Parchami Araghi, A. and Schiele, B.", TITLE = "Studying How to Efficiently and Effectively Guide Models with Explanations", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1922-1933", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138858"} @inproceedings{bb142867, AUTHOR = "Liang, T. and Davis, J.", TITLE = "Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1443-1452", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138859"} @inproceedings{bb142868, AUTHOR = "Noh, J. and Park, H. and Lee, J. and Ham, B.", TITLE = "RankMixup: Ranking-Based Mixup Training for Network Calibration", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1358-1368", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138860"} @inproceedings{bb142869, AUTHOR = "Voetman, R. and van Meekeren, A. and Aghaei, M. and Dijkstra, K.", TITLE = "Using Diffusion Models for Dataset Generation: Prompt Engineering vs. Fine-tuning", BOOKTITLE = CAIP23, YEAR = "2023", PAGES = "I:142-152", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138861"} @inproceedings{bb142870, AUTHOR = "Spatafora, M.A.N. and Ortis, A. and Battiato, S.", TITLE = "GLR: Gradient-based Learning Rate Scheduler", BOOKTITLE = CIAP23, YEAR = "2023", PAGES = "I:269-281", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138862"} @inproceedings{bb142871, AUTHOR = "Liang, K.M. and Wang, X.R. and Wei, T. and Chen, W. and Ma, Z.Y. and Guo, J.", TITLE = "Attribute Learning with Knowledge Enhanced Partial Annotations", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1715-1719", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138863"} @inproceedings{bb142872, AUTHOR = "Quetu, V. and Tartaglione, E.", TITLE = "Dodging the Double Descent in Deep Neural Networks", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1625-1629", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138864"} @inproceedings{bb142873, AUTHOR = "Kleinman, M. and Achille, A. and Soatto, S.", TITLE = "Critical Learning Periods for Multisensory Integration in Deep Networks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "24296-24305", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138865"} @inproceedings{bb142874, AUTHOR = "Solodskikh, K. and Kurbanov, A. and Aydarkhanov, R. and Zhelavskaya, I. and Parfenov, Y. and Song, D.H. and Lefkimmiatis, S.", TITLE = "Integral Neural Networks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "16113-16122", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138866"} @inproceedings{bb142875, AUTHOR = "He, Q. and Su, H. and Zhang, J. and Hou, X.W.", TITLE = "Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "20215-20225", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138867"} @inproceedings{bb142876, AUTHOR = "An, J. and Kim, T. and Ko, D. and Lee, S. and Woo, S.S.", TITLE = "A2: Adaptive Augmentation for Effectively Mitigating Dataset Bias", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "VII:696-712", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138868"} @inproceedings{bb142877, AUTHOR = "Fang, Z. and Shahbazi, M. and Probst, T. and Paudel, D.P. and Van Gool, L.J.", TITLE = "Training Dynamics Aware Neural Network Optimization with Stabilization", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "I:635-651", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138869"} @inproceedings{bb142878, AUTHOR = "Gottlieb, N. and Werman, M.", TITLE = "Decisionet: A Binary-tree Structured Neural Network", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "I:556-570", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138870"} @inproceedings{bb142879, AUTHOR = "Zhao, Y. and Zhang, H.", TITLE = "Neighborhood Region Smoothing Regularization for Finding Flat Minima in Deep Neural Networks", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "I:652-665", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138871"} @inproceedings{bb142880, AUTHOR = "Serrano e Silva, P. and Cruz, R. and Shihavuddin, A.S.M. and Goncalves, T.", TITLE = "Interpretability-guided Human Feedback During Neural Network Training", BOOKTITLE = IbPRIA23, YEAR = "2023", PAGES = "276-287", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138872"} @inproceedings{bb142881, AUTHOR = "Penzel, N. and Reimers, C. and Bodesheim, P. and Denzler, J.", TITLE = "Investigating Neural Network Training on a Feature Level Using Conditional Independence", BOOKTITLE = CiV22, YEAR = "2022", PAGES = "383-399", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138873"} @inproceedings{bb142882, AUTHOR = "Bishay, M. and Ghoneim, A. and Ashraf, M. and Mavadati, M.", TITLE = "Which CNNs and Training Settings to Choose for Action Unit Detection? A Study Based on a Large-Scale Dataset", BOOKTITLE = FG21, YEAR = "2021", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138874"} @inproceedings{bb142883, AUTHOR = "Downes, J. and Gleave, W. and Nakada, D.", TITLE = "RarePlanes Soar Higher: Self-Supervised Pretraining for Resource Constrained and Synthetic Datasets", BOOKTITLE = Pretrain23, YEAR = "2023", PAGES = "1-9", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138875"} @inproceedings{bb142884, AUTHOR = "Verma, V.K. and Mehta, N. and Si, S. and Henao, R. and Carin, L.", TITLE = "Pushing the Efficiency Limit Using Structured Sparse Convolutions", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "6492-6502", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138876"} @inproceedings{bb142885, AUTHOR = "Nag, S. and Bhattacharyya, M. and Mukherjee, A. and Kundu, R.", TITLE = "Serf: Towards better training of deep neural networks using log-Softplus ERror activation Function", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "5313-5322", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138877"} @inproceedings{bb142886, AUTHOR = "Dubey, S.R. and Singh, S.K. and Chaudhuri, B.B.", TITLE = "AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "5273-5282", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138878"} @inproceedings{bb142887, AUTHOR = "Ni, T.W. and Ehsani, K. and Weihs, L. and Salvador, J.", TITLE = "Towards Disturbance-Free Visual Mobile Manipulation", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "5208-5220", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138879"} @inproceedings{bb142888, AUTHOR = "Deng, W.J. and Suh, Y. and Yu, X. and Faraki, M. and Zheng, L. and Chandraker, M.", TITLE = "Split to Learn: Gradient Split for Multi-Task Human Image Analysis", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4340-4349", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138880"} @inproceedings{bb142889, AUTHOR = "Watson, M. and Hasan, B.A.S. and Moubayed, N.A.", TITLE = "Learning How to MIMIC: Using Model Explanations to Guide Deep Learning Training", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "1461-1470", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138881"} @inproceedings{bb142890, AUTHOR = "Popovic, N. and Chakraborty, R. and Dadon, D. and Fried, O. and Hel Or, Y.", TITLE = "DDNeRF: Depth Distribution Neural Radiance Fields", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "755-763", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138882"} @inproceedings{bb142891, AUTHOR = "Fang, X.Y. and Wang, L.L. and Liu, C. and Hong, T.", TITLE = "An Improved Method of Image Recognition with Deep Learning Combined with Attention Mechanism", BOOKTITLE = ICIVC22, YEAR = "2022", PAGES = "593-598", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138883"} @inproceedings{bb142892, AUTHOR = "Pan, J. and Hu, H.G. and Liu, A. and Zhou, Q.W. and Guan, Q.", TITLE = "A Channel-Spatial Hybrid Attention Mechanism using Channel Weight Transfer Strategy", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2524-2531", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138884"} @inproceedings{bb142893, AUTHOR = "Xing, E. and Liu, L.L. and Xing, X. and Qu, Y. and Jacobs, N. and Liang, G.", TITLE = "Neural Network Decision-Making Criteria Consistency Analysis via Inputs Sensitivity", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2328-2334", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138885"} @inproceedings{bb142894, AUTHOR = "Zhu, Z.Z. and Dong, Y.", TITLE = "Non-uniform Piecewise Linear Activation Functions in Deep Neural Networks", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2107-2113", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138886"} @inproceedings{bb142895, AUTHOR = "Droge, H. and Mollenhoff, T. and Moller, M.", TITLE = "Non-Smooth Energy Dissipating Networks", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "3281-3285", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138887"} @inproceedings{bb142896, AUTHOR = "Barucic, D. and Kybic, J.", TITLE = "Fast Learning from Label Proportions with Small Bags", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "3156-3160", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138888"} @inproceedings{bb142897, AUTHOR = "Berk, J. and Jaszewski, M. and Deledalle, C.A. and Parameswaran, S.", TITLE = "U-Deepdig: Scalable Deep Decision Boundary Instance Generation", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "2961-2965", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138889"} @inproceedings{bb142898, AUTHOR = "Qi, S. and Chamain, L.D. and Ding, Z.", TITLE = "Hierarchical Training for Distributed Deep Learning Based on Multimedia Data over Band-Limited Networks", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "2871-2875", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138890"} @inproceedings{bb142899, AUTHOR = "Zhen, X.J. and Meng, Z.H. and Chakraborty, R. and Singh, V.", TITLE = "On the Versatile Uses of Partial Distance Correlation in Deep Learning", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXVI:327-346", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT138891"}