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Simple Shapes to Classify the Big Picture", BOOKTITLE = IVCNZ19, YEAR = "2019", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138097"} @inproceedings{bb142104, AUTHOR = "Yin, B. and Tran, L. and Li, H. and Shen, X. and Liu, X.", TITLE = "Towards Interpretable Face Recognition", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "9347-9356", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138098"} @inproceedings{bb142105, AUTHOR = "O'Neill, D. and Xue, B. and Zhang, M.", TITLE = "The Evolution of Adjacency Matrices for Sparsity of Connection in DenseNets", BOOKTITLE = IVCNZ19, YEAR = "2019", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138099"} @inproceedings{bb142106, AUTHOR = "Sulc, M. and Matas, J.G.", TITLE = "Improving CNN Classifiers by Estimating Test-Time Priors", BOOKTITLE = TASKCV19, YEAR = "2019", PAGES = "3220-3226", BIBSOURCE = 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"Interpreting CNNs via Decision Trees", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "6254-6263", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138122"} @inproceedings{bb142129, AUTHOR = "Orekondy, T. and Schiele, B. and Fritz, M.", TITLE = "Knockoff Nets: Stealing Functionality of Black-Box Models", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "4949-4958", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138123"} @inproceedings{bb142130, AUTHOR = "Morgado, P. and Vasconcelos, N.M.", TITLE = "NetTailor: Tuning the Architecture, Not Just the Weights", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "3039-3049", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138124"} @inproceedings{bb142131, AUTHOR = "Stergiou, A. and Kapidis, G. and Kalliatakis, G. and Chrysoulas, C. and Veltkamp, R. and Poppe, R.", TITLE = "Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "1830-1834", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138125"} @inproceedings{bb142132, AUTHOR = "Rao, Z. and He, M. and Zhu, Z.", TITLE = "Input-Perturbation-Sensitivity for Performance Analysis of CNNS on Image Recognition", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "2496-2500", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138126"} @inproceedings{bb142133, AUTHOR = "Chen, Y. and Saporta, A. and Dapogny, A. and Cord, M.", TITLE = "Delving Deep into Interpreting Neural Nets with Piece-Wise Affine Representation", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "609-613", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138127"} @inproceedings{bb142134, AUTHOR = "Lee, J. and Kim, S.T. and Ro, Y.M.", TITLE = "Probenet: Probing Deep Networks", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "3821-3825", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138128"} @inproceedings{bb142135, AUTHOR 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and Brostow, G.J.", TITLE = "Interpretable Transformations with Encoder-Decoder Networks", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "5737-5746", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138152"} @inproceedings{bb142159, AUTHOR = "Sankaranarayanan, S. and Jain, A. and Lim, S.N.", TITLE = "Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "3582-3590", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138153"} @article{bb142160, AUTHOR = "Li, Z.Z. and Hoiem, D.", TITLE = "Learning Without Forgetting", JOURNAL = PAMI, VOLUME = "40", YEAR = "2018", NUMBER = "12", MONTH = "December", PAGES = "2935-2947", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138154"} @inproceedings{bb142161, AUTHOR = "Hoiem, D. and Li, Z.Z.", TITLE = "Learning Without Forgetting", BOOKTITLE = ECCV16, YEAR = "2016", PAGES = "IV: 614-629", BIBSOURCE = 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= "104248", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138157"} @article{bb142165, AUTHOR = "Toohey, J.R. and Raunak, M.S. and Binkley, D.", TITLE = "From Neuron Coverage to Steering Angle: Testing Autonomous Vehicles Effectively", JOURNAL = Computer, VOLUME = "54", YEAR = "2021", NUMBER = "8", MONTH = "August", PAGES = "77-85", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138158"} @article{bb142166, AUTHOR = "Zhang, M. and Li, H.Q. and Pan, S.R. and Chang, X.J. and Zhou, C. and Ge, Z.Y. and Su, S.", TITLE = "One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "9", MONTH = "September", PAGES = "2921-2935", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138159"} @article{bb142167, AUTHOR = "Lao, Q.C. and Mortazavi, M. and Tahaei, M. and Dutil, F. and Fevens, T. and Havaei, M.", TITLE = "FoCL: Feature-oriented continual learning for generative models", JOURNAL = PR, VOLUME = "120", YEAR = "2021", PAGES = "108127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138160"} @article{bb142168, AUTHOR = "Peng, C. and Zhao, K. and Maksoud, S. and Li, M. and Lovell, B.C.", TITLE = "SID: Incremental learning for anchor-free object detection via Selective and Inter-related Distillation", JOURNAL = CVIU, VOLUME = "210", YEAR = "2021", PAGES = "103229", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138161"} @article{bb142169, AUTHOR = "Wang, M. and Guo, Z.B. and Li, H.F.", TITLE = "A dynamic routing CapsNet based on increment prototype clustering for overcoming catastrophic forgetting", JOURNAL = IET-CV, VOLUME = "16", YEAR = "2022", NUMBER = "1", PAGES = "83-97", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138162"} @inproceedings{bb142170, AUTHOR = "Marconato, E. and Bontempo, G. and Teso, S. and Ficarra, E. and Calderara, S. and Passerini, A.", TITLE = "Catastrophic Forgetting in Continual Concept Bottleneck Models", BOOKTITLE = CL4REAL22, YEAR = "2022", PAGES = "539-547", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138163"} @article{bb142171, AUTHOR = "Baik, S. and Oh, J. and Hong, S. and Lee, K.M.", TITLE = "Learning to Forget for Meta-Learning via Task-and-Layer-Wise Attenuation", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "11", MONTH = "November", PAGES = "7718-7730", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138164"} @article{bb142172, AUTHOR = "Boschini, M. and Buzzega, P. and Bonicelli, L. and Porrello, A. and Calderara, S.", TITLE = "Continual semi-supervised learning through contrastive interpolation consistency", JOURNAL = PRL, VOLUME = "162", YEAR = "2022", PAGES = "9-14", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT138165"} @article{bb142173, AUTHOR = "Huang, F.X. and Li, 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