@inproceedings{bb158300,
AUTHOR = "Huang, L. and Liu, X. and Liu, Y. and Lang, B. and Tao, D.",
TITLE = "Centered Weight Normalization in Accelerating Training of Deep Neural
Networks",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2822-2830",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154204"}
@inproceedings{bb158301,
AUTHOR = "Qiu, Z. and Yao, T. and Mei, T.",
TITLE = "Deep Quantization: Encoding Convolutional Activations with Deep
Generative Model",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4085-4094",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154205"}
@inproceedings{bb158302,
AUTHOR = "Diba, A. and Sharma, V. and Pazandeh, A. and Pirsiavash, H. and Van Gool, L.J.",
TITLE = "Weakly Supervised Cascaded Convolutional Networks",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5131-5139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154206"}
@inproceedings{bb158303,
AUTHOR = "Cruz, R.S. and Fernando, B. and Cherian, A. and Gould, S.",
TITLE = "DeepPermNet: Visual Permutation Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "6044-6052",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154207"}
@inproceedings{bb158304,
AUTHOR = "Zheng, S. and Song, Y. and Leung, T. and Goodfellow, I.J.",
TITLE = "Improving the Robustness of Deep Neural Networks via Stability
Training",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "4480-4488",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154208"}
@inproceedings{bb158305,
AUTHOR = "Iandola, F.N. and Moskewicz, M.W. and Ashraf, K. and Keutzer, K.",
TITLE = "FireCaffe: Near-Linear Acceleration of Deep Neural Network Training
on Compute Clusters",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2592-2600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154209"}
@inproceedings{bb158306,
AUTHOR = "Blot, M. and Robert, T. and Thome, N. and Cord, M.",
TITLE = "Shade: Information-Based Regularization for Deep Learning",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "813-817",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154210"}
@inproceedings{bb158307,
AUTHOR = "Liu, M.Y. and Mallya, A. and Tuzel, O. and Chen, X.",
TITLE = "Unsupervised network pretraining via encoding human design",
BOOKTITLE = WACV16,
YEAR = "2016",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154211"}
@inproceedings{bb158308,
AUTHOR = "Wang, M. and Liu, B.Y. and Foroosh, H.",
TITLE = "Look-Up Table Unit Activation Function for Deep Convolutional Neural
Networks",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "1225-1233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154212"}
@inproceedings{bb158309,
AUTHOR = "Wang, M. and Liu, B.Y. and Foroosh, H.",
TITLE = "Factorized Convolutional Neural Networks",
BOOKTITLE = Matrix-Tensor17,
YEAR = "2017",
PAGES = "545-553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652det4.html#TT154213"}
@article{bb158310,
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#TT154214"}
@article{bb158311,
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#TT154215"}
@article{bb158312,
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#TT154216"}
@article{bb158313,
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#TT154217"}
@article{bb158314,
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#TT154218"}
@article{bb158315,
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#TT154219"}
@article{bb158316,
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#TT154220"}
@article{bb158317,
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#TT154221"}
@inproceedings{bb158318,
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#TT154222"}
@article{bb158319,
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#TT154223"}
@article{bb158320,
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#TT154224"}
@article{bb158321,
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#TT154225"}
@article{bb158322,
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#TT154226"}
@article{bb158323,
AUTHOR = "Kassaw, K. and Luzi, F. and Collins, L.M. and Malof, J.M.",
TITLE = "Are deep learning models robust to partial object occlusion in visual
recognition tasks?",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652den3.html#TT154227"}
@inproceedings{bb158324,
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#TT154228"}
@inproceedings{bb158325,
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#TT154229"}
@inproceedings{bb158326,
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#TT154230"}
@inproceedings{bb158327,
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#TT154231"}
@inproceedings{bb158328,
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#TT154232"}
@inproceedings{bb158329,
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#TT154233"}
@inproceedings{bb158330,
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#TT154234"}
@inproceedings{bb158331,
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#TT154235"}
@inproceedings{bb158332,
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#TT154236"}
@inproceedings{bb158333,
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#TT154237"}
@inproceedings{bb158334,
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#TT154238"}
@inproceedings{bb158335,
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#TT154239"}
@inproceedings{bb158336,
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#TT154240"}
@inproceedings{bb158337,
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#TT154241"}
@inproceedings{bb158338,
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#TT154242"}
@inproceedings{bb158339,
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#TT154243"}
@inproceedings{bb158340,
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#TT154244"}
@inproceedings{bb158341,
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#TT154245"}
@inproceedings{bb158342,
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#TT154246"}
@inproceedings{bb158343,
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#TT154247"}
@article{bb158344,
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#TT154248"}
@article{bb158345,
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#TT154249"}
@article{bb158346,
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#TT154250"}
@article{bb158347,
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#TT154251"}
@article{bb158348,
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#TT154252"}
@article{bb158349,
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#TT154253"}
@article{bb158350,
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#TT154254"}
@article{bb158351,
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#TT154255"}
@inproceedings{bb158352,
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#TT154256"}
@inproceedings{bb158353,
AUTHOR = "Zhao, M.N. and Zhang, L.H. 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#TT154257"}
@inproceedings{bb158354,
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#TT154258"}
@inproceedings{bb158355,
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#TT154259"}
@inproceedings{bb158356,
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#TT154260"}
@inproceedings{bb158357,
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#TT154261"}
@inproceedings{bb158358,
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#TT154262"}
@inproceedings{bb158359,
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#TT154263"}
@inproceedings{bb158360,
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#TT154264"}
@inproceedings{bb158361,
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#TT154265"}
@inproceedings{bb158362,
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#TT154266"}
@inproceedings{bb158363,
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#TT154267"}
@inproceedings{bb158364,
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#TT154268"}
@article{bb158365,
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#TT154269"}
@article{bb158366,
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#TT154270"}
@article{bb158367,
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#TT154271"}
@inproceedings{bb158368,
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#TT154272"}
@article{bb158369,
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#TT154273"}
@article{bb158370,
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#TT154274"}
@article{bb158371,
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#TT154275"}
@article{bb158372,
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#TT154276"}
@article{bb158373,
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#TT154277"}
@article{bb158374,
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#TT154278"}
@article{bb158375,
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#TT154279"}
@article{bb158376,
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#TT154280"}
@article{bb158377,
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#TT154281"}
@inproceedings{bb158378,
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#TT154282"}
@article{bb158379,
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#TT154283"}
@article{bb158380,
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#TT154284"}
@article{bb158381,
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#TT154285"}
@article{bb158382,
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#TT154286"}
@article{bb158383,
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#TT154287"}
@article{bb158384,
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#TT154288"}
@article{bb158385,
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#TT154289"}
@article{bb158386,
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#TT154290"}
@article{bb158387,
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#TT154291"}
@article{bb158388,
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#TT154292"}
@article{bb158389,
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#TT154293"}
@article{bb158390,
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#TT154294"}
@article{bb158391,
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#TT154295"}
@article{bb158392,
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#TT154296"}
@article{bb158393,
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#TT154297"}
@article{bb158394,
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#TT154298"}
@article{bb158395,
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#TT154299"}
@article{bb158396,
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#TT154300"}
@inproceedings{bb158397,
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#TT154301"}
@inproceedings{bb158398,
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#TT154302"}
@inproceedings{bb158399,
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#TT154303"}
Last update:Nov 26, 2025 at 20:24:09