@article{bb157500, AUTHOR = "Achille, A. and Soatto, S.", TITLE = "Information Dropout: Learning Optimal Representations Through Noisy Computation", JOURNAL = PAMI, VOLUME = "40", YEAR = "2018", NUMBER = "12", MONTH = "December", PAGES = "2897-2905", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153409"} @article{bb157501, AUTHOR = "Ding, G.G. and Guo, Y.C. and Chen, K. and Chu, C.Q. and Han, J.G. and Dai, Q.G.", TITLE = "DECODE: Deep Confidence Network for Robust Image Classification", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "8", MONTH = "August", PAGES = "3752-3765", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153410"} @article{bb157502, AUTHOR = "Amjad, R.A. and Geiger, B.C.", TITLE = "Learning Representations for Neural Network-Based Classification Using the Information Bottleneck Principle", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "9", MONTH = "September", PAGES = "2225-2239", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153411"} @article{bb157503, AUTHOR = "Pretorius, A. and Kamper, H. and Kroon, S.", TITLE = "On the expected behaviour of noise regularised deep neural networks as Gaussian processes", JOURNAL = PRL, VOLUME = "138", YEAR = "2020", PAGES = "75-81", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153412"} @article{bb157504, AUTHOR = "Liu, R. and Liu, Y. and Wang, R. and Zhou, Y.C.", TITLE = "Mutual calibration training: Training deep neural networks with noisy labels using dual-models", JOURNAL = CVIU, VOLUME = "212", YEAR = "2021", PAGES = "103277", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153413"} @article{bb157505, AUTHOR = "Yan, Z. and Guo, Y.W. and Zhang, C.S.", TITLE = "Adversarial Margin Maximization Networks", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "4", MONTH = "April", PAGES = "1129-1139", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153414"} @article{bb157506, AUTHOR = "Li, S. and Jia, K. and Wen, Y.X. and Liu, T.L. and Tao, D.C.", TITLE = "Orthogonal Deep Neural Networks", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "4", MONTH = "April", PAGES = "1352-1368", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153415"} @article{bb157507, AUTHOR = "Kortylewski, A. and Liu, Q. and Wang, A.T. and Sun, Y.H. and Yuille, A.L.", TITLE = "Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition Under Occlusion", JOURNAL = IJCV, VOLUME = "129", YEAR = "2021", NUMBER = "3", MONTH = "March", PAGES = "736-760", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153416"} @inproceedings{bb157508, AUTHOR = "Kortylewski, A. and He, J. and Liu, Q. and Yuille, A.L.", TITLE = "Compositional Convolutional Neural Networks: A Deep Architecture With Innate Robustness to Partial Occlusion", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "8937-8946", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153417"} @article{bb157509, AUTHOR = "Wang, Q.L. and Xie, J.T. and Zuo, W.M. and Zhang, L. and Li, P.H.", TITLE = "Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "8", MONTH = "August", PAGES = "2582-2597", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153418"} @article{bb157510, AUTHOR = "Genzel, M. and Macdonald, J. and Marz, M.", TITLE = "Solving Inverse Problems With Deep Neural Networks: Robustness Included?", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "1119-1134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153419"} @article{bb157511, AUTHOR = "Wan, W.T. and Yu, C. and Chen, J.S. and Wu, T. and Zhong, Y. and Yang, M.H.", TITLE = "Shaping Deep Feature Space Towards Gaussian Mixture for Visual Classification", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "2", MONTH = "February", PAGES = "2430-2444", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153420"} @article{bb157512, AUTHOR = "Shu, J. and Yuan, X. and Meng, D.Y. and Xu, Z.B.", TITLE = "CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "10", MONTH = "October", PAGES = "11521-11539", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153421"} @inproceedings{bb157513, AUTHOR = "Singla, S. and Chegini, A.M. and Moayeri, M. and Feizi, S.", TITLE = "Data-Centric Debugging: Mitigating Model Failures Via Targeted Image Retrieval", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "63-74", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153422"} @inproceedings{bb157514, AUTHOR = "Lokoc, J. and Vopalkova, Z. and Dokoupil, P. and Sandru, A. and Georgescu, M.I. and Ionescu, R.T.", TITLE = "Feature-level Augmentation to Improve Robustness of Deep Neural Networks to Affine Transformations", BOOKTITLE = AdvRob22, YEAR = "2022", PAGES = "332-341", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153423"} @inproceedings{bb157515, AUTHOR = "Chen, D.D. and Tachella, J. and Davies, M.E.", TITLE = "Robust Equivariant Imaging: A fully unsupervised framework for learning to image from noisy and partial measurements", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "5637-5646", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153424"} @inproceedings{bb157516, AUTHOR = "Iscen, A. and Valmadre, J. and Arnab, A. and Schmid, C.", TITLE = "Learning with Neighbor Consistency for Noisy Labels", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "4662-4671", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153425"} @inproceedings{bb157517, AUTHOR = "Xu, Y.J. and Zhu, L.C. and Jiang, L. and Yang, Y.", TITLE = "Faster Meta Update Strategy for Noise-Robust Deep Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "144-153", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153426"} @inproceedings{bb157518, AUTHOR = "Li, Y. and Min, M.R. and Lee, T. and Yu, W.C. and Kruus, E. and Wang, W. and Hsieh, C.J.", TITLE = "Towards Robustness of Deep Neural Networks via Regularization", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "7476-7485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153427"} @inproceedings{bb157519, AUTHOR = "Wang, X.S. and Hua, Y. and Kodirov, E. and Clifton, D.A. and Robertson, N.M.", TITLE = "ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "752-761", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153428"} @inproceedings{bb157520, AUTHOR = "Dong, X.Y. and Chen, D.D. and Zhou, H. and Hua, G. and Zhang, W.M. and Yu, N.H.", TITLE = "Self-Robust 3D Point Recognition via Gather-Vector Guidance", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "11513-11521", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153429"} @inproceedings{bb157521, AUTHOR = "Qian, Q. and Hu, J.H. and Li, H.", TITLE = "Hierarchically Robust Representation Learning", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "7334-7342", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153430"} @inproceedings{bb157522, AUTHOR = "Rodriguez Rodriguez, J.A. and Molina Cabello, M.A. and Benitez Rochel, R. and Lopez Rubio, E.", TITLE = "The Effect of Noise and Brightness on Convolutional Deep Neural Networks", BOOKTITLE = MOI2QDN20, YEAR = "2020", PAGES = "639-654", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153431"} @inproceedings{bb157523, AUTHOR = "Zhang, R. and Peng, Z. and Wu, L. and Li, Z. and Luo, P.", TITLE = "Exemplar Normalization for Learning Deep Representation", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "12723-12732", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153432"} @inproceedings{bb157524, AUTHOR = "Jaiswal, M.S. and Kang, B. and Lee, J. and Cho, M.", TITLE = "MUTE: Inter-class Ambiguity Driven Multi-hot Target Encoding for Deep Neural Network Design", BOOKTITLE = DeepVision20, YEAR = "2020", PAGES = "3254-3263", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153433"} @inproceedings{bb157525, AUTHOR = "Huang, Y. and Yu, Y.", TITLE = "An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers' Outputs", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "8462-8470", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153434"} @inproceedings{bb157526, AUTHOR = "Wang, Z. and Hu, G.S. and Hu, Q.H.", TITLE = "Training Noise-Robust Deep Neural Networks via Meta-Learning", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "4523-4532", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153435"} @inproceedings{bb157527, AUTHOR = "Zhang, L. and Qi, G.", TITLE = "WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "3911-3920", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153436"} @inproceedings{bb157528, AUTHOR = "Han, J. and Luo, P. and Wang, X.", TITLE = "Deep Self-Learning From Noisy Labels", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "5137-5146", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153437"} @inproceedings{bb157529, AUTHOR = "Gowal, S. and Dvijotham, K. and Stanforth, R. and Bunel, R. and Qin, C.L. and Uesato, J. and Arandjelovic, R. and Mann, T.A. and Kohli, P.", TITLE = "Scalable Verified Training for Provably Robust Image Classification", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "4841-4850", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153438"} @inproceedings{bb157530, AUTHOR = "Wang, Y.S. and Ma, X.J. and Chen, Z.Y. and Luo, Y. and Yi, J.F. and Bailey, J.", TITLE = "Symmetric Cross Entropy for Robust Learning With Noisy Labels", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "322-330", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153439"} @inproceedings{bb157531, AUTHOR = "Nazare, T.S. and da Costa, G.B.P. and Contato, W.A. and Ponti, M.P.", TITLE = "Deep Convolutional Neural Networks and Noisy Images", BOOKTITLE = CIARP17, YEAR = "2017", PAGES = "416-424", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153440"} @inproceedings{bb157532, AUTHOR = "Rodner, E. and Simon, M. and Fisher, R. and Denzler, J.", TITLE = "Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches", BOOKTITLE = BMVC16, YEAR = "2016", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT153441"} @article{bb157533, AUTHOR = "Liu, R. and Gillies, D.F.", TITLE = "Overfitting in linear feature extraction for classification of high-dimensional image data", JOURNAL = PR, VOLUME = "53", YEAR = "2016", NUMBER = "1", PAGES = "73-86", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153442"} @article{bb157534, AUTHOR = "Xu, Y.F. and Wang, H.G. and Liu, X. and Sun's, W.T.", TITLE = "An improved multi-branch residual network based on random multiplier and adaptive cosine learning rate method", JOURNAL = JVCIR, VOLUME = "59", YEAR = "2019", PAGES = "363-370", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153443"} @article{bb157535, AUTHOR = "Yang, J. and Xiong, W. and Li, S.J. and Xu, C.", TITLE = "Learning structured and non-redundant representations with deep neural networks", JOURNAL = PR, VOLUME = "86", YEAR = "2019", PAGES = "224-235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153444"} @article{bb157536, AUTHOR = "Cai, H.Y. and Zhang, X. and Lan, L. and Dong, G.H. and Xu, C.F. and Liu, X.W. and Luo, Z.G.", TITLE = "Learning deep discriminative embeddings via joint rescaled features and log-probability centers", JOURNAL = PR, VOLUME = "114", YEAR = "2021", PAGES = "107852", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153445"} @article{bb157537, AUTHOR = "Li, L. and Spratling, M.W.", TITLE = "Understanding and combating robust overfitting via input loss landscape analysis and regularization", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109229", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153446"} @article{bb157538, AUTHOR = "Shi, X.S. and Guo, Z.H. and Li, K. and Liang, Y. and Zhu, X.F.", TITLE = "Self-paced resistance learning against overfitting on noisy labels", JOURNAL = PR, VOLUME = "134", YEAR = "2023", PAGES = "109080", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153447"} @article{bb157539, AUTHOR = "Li, Z.R. and Yu, D.W. and Wu, M.H. and Chan, S.X. and Yu, H.C. and Han, Z.K.", TITLE = "Revisiting single-step adversarial training for robustness and generalization", JOURNAL = PR, VOLUME = "151", YEAR = "2024", PAGES = "110356", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153448"} @article{bb157540, AUTHOR = "He, C.M. and Li, X. and Xia, Y. and Tang, J. and Yang, J. and Ye, Z.C.", TITLE = "Addressing the Overfitting in Partial Domain Adaptation With Self-Training and Contrastive Learning", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "3", MONTH = "March", PAGES = "1532-1545", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153449"} @inproceedings{bb157541, AUTHOR = "Wang, Z.X. and Wang, H. and Tian, C. and Jin, Y.C.", TITLE = "Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "XXVIII: 144-160", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153450"} @inproceedings{bb157542, AUTHOR = "Zhao, M. and Zhang, L. and Kong, Y.Q. and Yin, B.C.", TITLE = "Catastrophic Overfitting: A Potential Blessing in Disguise", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "XLII: 293-310", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153451"} @inproceedings{bb157543, AUTHOR = "Li, G. and Shu, Z.H. and Ji, J. and Qin, M.H. and Afghah, F. and Niu, W. and Ma, X.L.", TITLE = "Data Overfitting for On-device Super-resolution with Dynamic Algorithm and Compiler Co-design", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXVII: 360-378", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153452"} @inproceedings{bb157544, AUTHOR = "Zareapoor, M. and Shamsolmoali, P.", TITLE = "Rethinking Fast Adversarial Training: A Splitting Technique to Overcome Catastrophic Overfitting", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXVIII: 34-51", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153453"} @inproceedings{bb157545, AUTHOR = "Tejero de Pablos, A.", TITLE = "Complementary-Contradictory Feature Regularization against Multimodal Overfitting", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "5667-5676", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153454"} @inproceedings{bb157546, AUTHOR = "He, Z.B. and Li, T. and Chen, S. and Huang, X.L.", TITLE = "Investigating Catastrophic Overfitting in Fast Adversarial Training: A Self-fitting Perspective", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2314-2321", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153455"} @inproceedings{bb157547, AUTHOR = "Grabinski, J. and Jung, S. and Keuper, J. and Keuper, M.", TITLE = "FrequencyLowCut Pooling: Plug and Play Against Catastrophic Overfitting", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIV:36-57", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153456"} @inproceedings{bb157548, AUTHOR = "Balasubramanian, S. and Feizi, S.", TITLE = "Towards Improved Input Masking for Convolutional Neural Networks", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1855-1865", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153457"} @inproceedings{bb157549, 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/pattern652over5.html#TT153458"} @inproceedings{bb157550, AUTHOR = "Singla, V. and Singla, S. and Feizi, S. and Jacobs, D.", TITLE = "Low Curvature Activations Reduce Overfitting in Adversarial Training", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "16403-16413", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153459"} @inproceedings{bb157551, AUTHOR = "Yazici, Y. and Foo, C.S. and Winkler, S. and Yap, K.H. and Chandrasekhar, V.", TITLE = "Empirical Analysis Of Overfitting And Mode Drop In GAN Training", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "1651-1655", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153460"} @inproceedings{bb157552, AUTHOR = "Huesmann, K. and Rodriguez, L.G. and Linsen, L. and Risse, B.", TITLE = "The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "130-145", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153461"} @inproceedings{bb157553, AUTHOR = "Webster, R. and Rabin, J. and Simon, L. and Jurie, F.", TITLE = "Detecting Overfitting of Deep Generative Networks via Latent Recovery", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11265-11274", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652over5.html#TT153462"} @article{bb157554, AUTHOR = "Takatsuka, M. and Jarvis, R.A.", TITLE = "Hierarchical Neural Networks for Learning 3-Dimensional Objects from Range Images", JOURNAL = JEI, VOLUME = "7", YEAR = "1998", NUMBER = "1", MONTH = "January", PAGES = "16-28", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153463"} @article{bb157555, AUTHOR = "Takatsuka, M. and Jarvis, R.A.", TITLE = "Encoding 3D structural information using multiple self-organizing feature maps", JOURNAL = IVC, VOLUME = "19", YEAR = "2001", NUMBER = "3", MONTH = "February", PAGES = "99-118", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153464"} @article{bb157556, AUTHOR = "Duin, R.P.W. and Pekalska, E.", TITLE = "The dissimilarity space: Bridging structural and statistical pattern recognition", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "7", MONTH = "May", PAGES = "826-832", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153465"} @inproceedings{bb157557, AUTHOR = "Duin, R.P.W. and Pekalska, E.", TITLE = "On refining dissimilarity matrices for an improved NN learning", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153466"} @article{bb157558, AUTHOR = "Peharz, R. and Gens, R. and Pernkopf, F. and Domingos, P.", TITLE = "On the Latent Variable Interpretation in Sum-Product Networks", JOURNAL = PAMI, VOLUME = "39", YEAR = "2017", NUMBER = "10", MONTH = "October", PAGES = "2030-2044", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153467"} @article{bb157559, AUTHOR = "Lu, J. and Xuan, J.Y. and Zhang, G.Q. and Luo, X.F.", TITLE = "Structural property-aware multilayer network embedding for latent factor analysis", JOURNAL = PR, VOLUME = "76", YEAR = "2018", NUMBER = "1", PAGES = "228-241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153468"} @article{bb157560, AUTHOR = "Cheng, G. and Li, Z. and Han, J. and Yao, X. and Guo, L.", TITLE = "Exploring Hierarchical Convolutional Features for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "11", MONTH = "November", PAGES = "6712-6722", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153469"} @article{bb157561, AUTHOR = "Guo, A.J.X. and Zhu, F.", TITLE = "A CNN-Based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "9", MONTH = "September", PAGES = "7170-7181", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153470"} @article{bb157562, AUTHOR = "Liu, Y. and Luo, T.J.", TITLE = "The optimization of sum-product network structure learning", JOURNAL = JVCIR, VOLUME = "60", YEAR = "2019", PAGES = "391-397", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153471"} @article{bb157563, AUTHOR = "Gong, M. and Yao, C.Y. and Xie, Y. and Xu, M.L.", TITLE = "Semi-supervised network embedding with text information", JOURNAL = PR, VOLUME = "104", YEAR = "2020", PAGES = "107347", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153472"} @article{bb157564, AUTHOR = "Iddianozie, C. and McArdle, G.", TITLE = "Improved Graph Neural Networks for Spatial Networks Using Structure-Aware Sampling", JOURNAL = IJGI, VOLUME = "9", YEAR = "2020", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153473"} @article{bb157565, AUTHOR = "Gui, Y. and Zeng, G.", TITLE = "Joint learning of visual and spatial features for edit propagation from a single image", JOURNAL = VC, VOLUME = "36", YEAR = "2020", NUMBER = "3", MONTH = "March", PAGES = "469-482", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153474"} @article{bb157566, AUTHOR = "Tabernik, D. and Kristan, M. and Leonardis, A.", TITLE = "Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks", JOURNAL = IJCV, VOLUME = "128", YEAR = "2020", NUMBER = "8-9", MONTH = "September", PAGES = "2049-2067", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153475"} @inproceedings{bb157567, AUTHOR = "Tabernik, D. and Kristan, M. and Leonardis, A.", TITLE = "Spatially-Adaptive Filter Units for Deep Neural Networks", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "9388-9396", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153476"} @article{bb157568, AUTHOR = "Dai, Y.P. and Jin, T. and Song, Y.K. and Sun, S.L. and Wu, C.", TITLE = "Convolutional Neural Network with Spatial-Variant Convolution Kernel", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "17", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153477"} @article{bb157569, AUTHOR = "Ruan, D.S. and Shi, Y. and Wen, J. and Zheng, N.G. and Zheng, M.", TITLE = "Spatially-Aware Context Neural Networks", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "6906-6916", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153478"} @article{bb157570, AUTHOR = "Zhang, M.H. and Luo, H.L. and Song, W. and Mei, H.B. and Su, C.", TITLE = "Spectral-Spatial Offset Graph Convolutional Networks for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153479"} @article{bb157571, AUTHOR = "Wang, D. and Lan, J.H.", TITLE = "A Deformable Convolutional Neural Network with Spatial-Channel Attention for Remote Sensing Scene Classification", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153480"} @article{bb157572, AUTHOR = "Vidal Pino, O. and Nascimento, E.R. and Campos, M.F.M.", TITLE = "Introducing the structural bases of typicality effects in deep learning", JOURNAL = IVC, VOLUME = "113", YEAR = "2021", PAGES = "104249", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153481"} @article{bb157573, AUTHOR = "Ma, X. and Guo, J. and Sansom, A. and McGuire, M. and Kalaani, A. and Chen, Q. and Tang, S. and Yang, Q. and Fu, S.", TITLE = "Spatial Pyramid Attention for Deep Convolutional Neural Networks", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "3048-3058", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153482"} @article{bb157574, AUTHOR = "Ma, W.P. and Zhao, J. and Zhu, H. and Shen, J.C. and Jiao, L.C. and Wu, Y. and Hou, B.", TITLE = "A Spatial-Channel Collaborative Attention Network for Enhancement of Multiresolution Classification", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153483"} @article{bb157575, AUTHOR = "Zhu, S. and Du, B. and Zhang, L.P. and Li, X.", TITLE = "Attention-Based Multiscale Residual Adaptation Network for Cross-Scene Classification", JOURNAL = GeoRS, VOLUME = "60", YEAR = "2022", PAGES = "1-15", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153484"} @article{bb157576, AUTHOR = "Eberle, O. and Buttner, J. and Krautli, F. and Muller, K.R. and Valleriani, M. and Montavon, G.", TITLE = "Building and Interpreting Deep Similarity Models", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "1149-1161", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153485"} @article{bb157577, AUTHOR = "Zhang, J.J. and Zhang, Z.X. and Wang, L. and Zhou, L.P. and Zhang, X.C. and Liu, M.T. and Wu, W.W.", TITLE = "Kernel-based feature aggregation framework in point cloud networks", JOURNAL = PR, VOLUME = "139", YEAR = "2023", PAGES = "109439", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153486"} @article{bb157578, AUTHOR = "Li, P. and Gao, J. and Zhang, J.N. and Jin, S. and Chen, Z.K.", TITLE = "Deep Reinforcement Clustering", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "8183-8193", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153487"} @article{bb157579, AUTHOR = "Sun, Z.G. and Sun, H. and Zhang, M.Z. and Li, J. and Gao, X.B.", TITLE = "A Non-Local Block With Adaptive Regularization Strategy", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "331-335", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153488"} @article{bb157580, AUTHOR = "Rezanejad, M. and Wilder, J. and Walther, D.B. and Jepson, A.D. and Dickinson, S. and Siddiqi, K.", TITLE = "Shape-Based Measures Improve Scene Categorization", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "4", MONTH = "April", PAGES = "2041-2053", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153489"} @article{bb157581, AUTHOR = "Lin, G.F. and Wei, W.C. and Kang, X.B. and Liao, K.Y. and Zhang, E.", TITLE = "Deep graph layer information mining convolutional network", JOURNAL = PR, VOLUME = "154", YEAR = "2024", PAGES = "110593", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153490"} @article{bb157582, AUTHOR = "Cao, Y.K. and Feng, Y. and Wang, H. and Xie, X. and Zhou, S.K.", TITLE = "Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "11", MONTH = "November", PAGES = "7136-7153", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153491"} @article{bb157583, AUTHOR = "Shen, J. and Huo, C.L. and Xiang, S.M.", TITLE = "Siamese InternImage for Change Detection", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "19", PAGES = "3642", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153492"} @article{bb157584, AUTHOR = "Veksler, O. and Boykov, Y.Y.", TITLE = "Sparse Non-Local CRF With Applications", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "2", MONTH = "February", PAGES = "773-788", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153493"} @article{bb157585, AUTHOR = "Wu, Z.Y. and Wang, W. and Wang, L. and Li, Y. and Lv, F. and Xia, Q. and Chen, C.L.Z. and Hao, A. and Li, S.", TITLE = "Pixel is All You Need: Adversarial Spatio-Temporal Ensemble Active Learning for Salient Object Detection", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "2", MONTH = "February", PAGES = "858-877", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153494"} @inproceedings{bb157586, AUTHOR = "Wang, Z.Z. and Liu, Y. and Tian, Y.J. and Liu, Y.F. and Wang, Y.W. and Ye, Q.X.", TITLE = "Building Vision Models upon Heat Conduction", BOOKTITLE = CVPR25, YEAR = "2025", PAGES = "9707-9717", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153495"} @inproceedings{bb157587, AUTHOR = "Zhou, R. and Xia, D. and Zhang, Y. and Pang, H.L. and Yang, X. and Li, C.T.", TITLE = "Pairingnet: A Learning-Based Pair-Searching and -Matching Network for Image Fragments", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LIX: 234-251", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153496"} @inproceedings{bb157588, AUTHOR = "Peng, Y.P. and Wang, H.X. and Sonka, M. and Chen, D.Z.", TITLE = "PHG-Net: Persistent Homology Guided Medical Image Classification*", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "7568-7577", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153497"} @inproceedings{bb157589, AUTHOR = "Djenouri, Y. and Belbachir, A.N. and Michalak, T. and Yazidi, A.", TITLE = "Shapley Deep Learning: A Consensus for General-Purpose Vision Systems", BOOKTITLE = REDLCV23, YEAR = "2023", PAGES = "1216-1225", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153498"} @inproceedings{bb157590, AUTHOR = "Grimaldi, M. and Ganji, D.C. and Lazarevich, I. and Deeplite, S.S.", TITLE = "Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity", BOOKTITLE = REDLCV23, YEAR = "2023", PAGES = "1171-1180", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153499"} @inproceedings{bb157591, AUTHOR = "Cao, G.P. and Luo, S.D. and Huang, W.J. and Lan, X.Y. and Jiang, D.M. and Wang, Y.W. and Zhang, J.G.", TITLE = "Strip-MLP: Efficient Token Interaction for Vision MLP", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1494-1504", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153500"} @inproceedings{bb157592, AUTHOR = "Singh, R. and Shukla, A. and Turaga, P.", TITLE = "Improving Shape Awareness and Interpretability in Deep Networks Using Geometric Moments", BOOKTITLE = DLGC23, YEAR = "2023", PAGES = "4159-4168", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153501"} @inproceedings{bb157593, AUTHOR = "Chen, Y. and Zheng, L. and Zheng, J. and Cheng, J.J.", TITLE = "Remote Sensing Image Scene Classification Method Based on Semantic and Spatial Interactive Information", BOOKTITLE = ICIVC22, YEAR = "2022", PAGES = "436-441", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153502"} @inproceedings{bb157594, AUTHOR = "Ho, T.K.", TITLE = "Complexity of Representations in Deep Learning", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2657-2663", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153503"} @inproceedings{bb157595, AUTHOR = "Berardi, G. and de Luigi, L. and Salti, S. and di Stefano, L.", TITLE = "Learning the Space of Deep Models", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2482-2488", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153504"} @inproceedings{bb157596, AUTHOR = "Chen, R.H. and Cong, Y.", TITLE = "The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant Learning via Pose-aware Convolution", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "7462-7471", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153505"} @inproceedings{bb157597, AUTHOR = "Singhal, U. and Xing, Y.F. and Yu, S.X.", TITLE = "Co-domain Symmetry for Complex-Valued Deep Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "671-680", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153506"} @inproceedings{bb157598, AUTHOR = "Edstedt, J. and Athanasiadis, I. and Wadenback, M. and Felsberg, M.", TITLE = "DKM: Dense Kernelized Feature Matching for Geometry Estimation", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "17765-17775", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153507"} @inproceedings{bb157599, AUTHOR = "Melnyk, P. and Felsberg, M. and Wadenback, M.", TITLE = "Embed Me If You Can: A Geometric Perceptron", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "1256-1264", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652str4.html#TT153508"}