@inproceedings{bb153300,
        AUTHOR = "Gorokhovatskyi, O. and Peredrii, O.",
        TITLE = "Recursive Division of Image for Explanation of Shallow CNN Models",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "274-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149218"}

@inproceedings{bb153301,
        AUTHOR = "Konforti, Y. and Shpigler, A. and Lerner, B. and Bar Hillel, A.",
        TITLE = "Inference Graphs for CNN Interpretation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:69-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149219"}

@inproceedings{bb153302,
        AUTHOR = "Rombach, R. and Esser, P. and Ommer, B.",
        TITLE = "Making Sense of CNNs:
Interpreting Deep Representations and Their Invariances with INNs",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:647-664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149220"}

@inproceedings{bb153303,
        AUTHOR = "Ye, J.W. and Ji, Y.X. and Wang, X.C. and Gao, X. and Song, M.L.",
        TITLE = "Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12513-12522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149221"}

@inproceedings{bb153304,
        AUTHOR = "Taylor, E. and Shekhar, S. and Taylor, G.W.",
        TITLE = "Response Time Analysis for Explainability of Visual Processing in
CNNs",
        BOOKTITLE = MVM20,
        YEAR = "2020",
        PAGES = "1555-1558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149222"}

@inproceedings{bb153305,
        AUTHOR = "Hartley, T. and Sidorov, K. and Willis, C. and Marshall, D.",
        TITLE = "Explaining Failure: Investigation of Surprise and Expectation in CNNs",
        BOOKTITLE = TCV20,
        YEAR = "2020",
        PAGES = "56-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149223"}

@inproceedings{bb153306,
        AUTHOR = "Agarwal, A. and Singh, R. and Vatsa, M.",
        TITLE = "The Role of 'Sign' and 'Direction' of Gradient on the Performance of
CNN",
        BOOKTITLE = WMF20,
        YEAR = "2020",
        PAGES = "2748-2756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149224"}

@inproceedings{bb153307,
        AUTHOR = "Desai, S. and Ramaswamy, H.G.",
        TITLE = "Ablation-CAM: Visual Explanations for Deep Convolutional Network via
Gradient-free Localization",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "972-980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149225"}

@inproceedings{bb153308,
        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/pattern652expcnn1.html#TT149226"}

@inproceedings{bb153309,
        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/pattern652expcnn1.html#TT149227"}

@inproceedings{bb153310,
        AUTHOR = "Navarrete Michelini, P. and Liu, H. and Lu, Y. and Jiang, X.",
        TITLE = "Understanding Convolutional Networks Using Linear Interpreters -
Extended Abstract",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4186-4189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149228"}

@inproceedings{bb153311,
        AUTHOR = "Lee, H. and Kim, H. and Nam, H.",
        TITLE = "SRM: A Style-Based Recalibration Module for Convolutional Neural
Networks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1854-1862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149229"}

@inproceedings{bb153312,
        AUTHOR = "Chen, R. and Chen, H. and Huang, G. and Ren, J. and Zhang, Q.",
        TITLE = "Explaining Neural Networks Semantically and Quantitatively",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9186-9195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149230"}

@inproceedings{bb153313,
        AUTHOR = "Stergiou, A. and Kapidis, G. and Kalliatakis, G. and Chrysoulas, C. and Poppe, R. and Veltkamp, R.",
        TITLE = "Class Feature Pyramids for Video Explanation",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4255-4264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149231"}

@inproceedings{bb153314,
        AUTHOR = "Iwana, B.K. and Kuroki, R. and Uchida, S.",
        TITLE = "Explaining Convolutional Neural Networks using Softmax Gradient
Layer-wise Relevance Propagation",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4176-4185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149232"}

@inproceedings{bb153315,
        AUTHOR = "Kamma, K. and Isoda, Y. and Inoue, S. and Wada, T.",
        TITLE = "Behavior-Based Compression for Convolutional Neural Networks",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:427-439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149233"}

@inproceedings{bb153316,
        AUTHOR = "Wu, T. and Song, X.",
        TITLE = "Towards Interpretable Object Detection by Unfolding Latent Structures",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6032-6042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149234"}

@inproceedings{bb153317,
        AUTHOR = "Sun, Y. and Ravi, S. and Singh, V.",
        TITLE = "Adaptive Activation Thresholding: Dynamic Routing Type Behavior for
Interpretability in Convolutional Neural Networks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4937-4946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149235"}

@inproceedings{bb153318,
        AUTHOR = "Michelini, P.N. and Liu, H. and Lu, Y. and Jiang, X.",
        TITLE = "A Tour of Convolutional Networks Guided by Linear Interpreters",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4752-4761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149236"}

@inproceedings{bb153319,
        AUTHOR = "Shoshan, A. and Mechrez, R. and Zelnik Manor, L.",
        TITLE = "Dynamic-Net: Tuning the Objective Without Re-Training for Synthesis
Tasks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3214-3222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149237"}

@inproceedings{bb153320,
        AUTHOR = "Sulc, M. and Matas, J.G.",
        TITLE = "Improving CNN Classifiers by Estimating Test-Time Priors",
        BOOKTITLE = TASKCV19,
        YEAR = "2019",
        PAGES = "3220-3226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149238"}

@inproceedings{bb153321,
        AUTHOR = "Yoon, J. and Kim, K. and Jang, J.",
        TITLE = "Propagated Perturbation of Adversarial Attack for well-known CNNs:
Empirical Study and its Explanation",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4226-4234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149239"}

@inproceedings{bb153322,
        AUTHOR = "Marcos, D. and Lobry, S. and Tuia, D.",
        TITLE = "Semantically Interpretable Activation Maps: what-where-how
explanations within CNNs",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4207-4215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149240"}

@inproceedings{bb153323,
        AUTHOR = "Zhang, Q.S. and Yang, Y. and Ma, H.T. and Wu, Y.N.",
        TITLE = "Interpreting CNNs via Decision Trees",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6254-6263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149241"}

@inproceedings{bb153324,
        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/pattern652expcnn1.html#TT149242"}

@inproceedings{bb153325,
        AUTHOR = "de la Calle, A. and Tovar, J. and Almazan, E.J.",
        TITLE = "Geometric Interpretation of CNNs' Last Layer",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:137-147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149243"}

@inproceedings{bb153326,
        AUTHOR = "Rio Torto, I. and Fernandes, K. and Teixeira, L.F.",
        TITLE = "Towards a Joint Approach to Produce Decisions and Explanations Using
CNNs",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:3-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149244"}

@inproceedings{bb153327,
        AUTHOR = "Pope, P.E. and Kolouri, S. and Rostami, M. and Martin, C.E. and Hoffmann, H.",
        TITLE = "Explainability Methods for Graph Convolutional Neural Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10764-10773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149245"}

@inproceedings{bb153328,
        AUTHOR = "Chattopadhay, A. and Sarkar, A. and Howlader, P. and Balasubramanian, V.N.",
        TITLE = "Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep
Convolutional Networks",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "839-847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149246"}

@inproceedings{bb153329,
        AUTHOR = "Gu, J.D. and Yang, Y.C. and Tresp, V.",
        TITLE = "Understanding Individual Decisions of CNNs via Contrastive
Backpropagation",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "III:119-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149247"}

@inproceedings{bb153330,
        AUTHOR = "Zhang, Q. and Wu, Y.N. and Zhu, S.",
        TITLE = "Interpretable Convolutional Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "8827-8836",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT149248"}

@inproceedings{bb153331,
        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/pattern652expcnn1.html#TT149249"}

@article{bb153332,
        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#TT149250"}

@inproceedings{bb153333,
        AUTHOR = "Hoiem, D. and Li, Z.Z.",
        TITLE = "Learning Without Forgetting",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "IV: 614-629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149250"}

@inproceedings{bb153334,
        AUTHOR = "Li, Z.Z. and Hoiem, D.",
        TITLE = "Improving Confidence Estimates for Unfamiliar Examples",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2683-2692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149251"}

@article{bb153335,
        AUTHOR = "Schutera, M. and Hafner, F.M. and Abhau, J. and Hagenmeyer, V. and Mikut, R. and Reischl, M.",
        TITLE = "Cuepervision: self-supervised learning for continuous domain
adaptation without catastrophic forgetting",
        JOURNAL = IVC,
        VOLUME = "106",
        YEAR = "2021",
        PAGES = "104079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149252"}

@article{bb153336,
        AUTHOR = "Osman, I. and Eltantawy, A. and Shehata, M.S.",
        TITLE = "Task-based parameter isolation for foreground segmentation without
catastrophic forgetting using multi-scale region and edges fusion
network",
        JOURNAL = IVC,
        VOLUME = "113",
        YEAR = "2021",
        PAGES = "104248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149253"}

@article{bb153337,
        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#TT149254"}

@article{bb153338,
        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#TT149255"}

@article{bb153339,
        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#TT149256"}

@article{bb153340,
        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#TT149257"}

@article{bb153341,
        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#TT149258"}

@inproceedings{bb153342,
        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#TT149259"}

@article{bb153343,
        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#TT149260"}

@article{bb153344,
        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#TT149261"}

@article{bb153345,
        AUTHOR = "Huang, F.X. and Li, W.C. and Lin, Y. and Ji, N. and Li, S.J. and Li, X.",
        TITLE = "Memory-efficient distribution-guided experience sampling for policy
consolidation",
        JOURNAL = PRL,
        VOLUME = "164",
        YEAR = "2022",
        PAGES = "126-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149262"}

@article{bb153346,
        AUTHOR = "Ma, R. and Wu, Q.B. and Ngan, K.N. and Li, H.L. and Meng, F.M. and Xu, L.F.",
        TITLE = "Forgetting to Remember: A Scalable Incremental Learning Framework for
Cross-Task Blind Image Quality Assessment",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "8817-8827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149263"}

@article{bb153347,
        AUTHOR = "Benko, B.",
        TITLE = "Example forgetting and rehearsal in continual learning",
        JOURNAL = PRL,
        VOLUME = "179",
        YEAR = "2024",
        PAGES = "65-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149264"}

@article{bb153348,
        AUTHOR = "Qu, Y.Y. and Yuan, X. and Ding, M. and Ni, W. and Rakotoarivelo, T. and Smith, D.",
        TITLE = "Learn to Unlearn: Insights Into Machine Unlearning",
        JOURNAL = Computer,
        VOLUME = "57",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "79-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149265"}

@article{bb153349,
        AUTHOR = "Zhou, D. and Song, Y.",
        TITLE = "PNSP: Overcoming catastrophic forgetting using Primary Null Space
Projection in continual learning",
        JOURNAL = PRL,
        VOLUME = "179",
        YEAR = "2024",
        PAGES = "137-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149266"}

@article{bb153350,
        AUTHOR = "Hassan, M.A. and Lee, C.G.",
        TITLE = "Forget to Learn (F2L): Circumventing plasticity-stability trade-off
in continuous unsupervised domain adaptation",
        JOURNAL = PR,
        VOLUME = "159",
        YEAR = "2025",
        PAGES = "111139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149267"}

@article{bb153351,
        AUTHOR = "Wang, Z.Y. and Yang, E. and Shen, L. and Huang, H.",
        TITLE = "A Comprehensive Survey of Forgetting in Deep Learning Beyond
Continual Learning",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1464-1483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149268"}

@article{bb153352,
        AUTHOR = "Zhang, K. and Hou, Z. and Hua, Z.Y. and Zheng, Y.F. and Zhang, L.Y.",
        TITLE = "Boosting Deepfake Detection Generalizability via Expansive Learning
and Confidence Judgement",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "953-966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149269"}

@article{bb153353,
        AUTHOR = "Wen, H.T. and Qiu, H.Q. and Wang, L.X. and Cheng, H.Y. and Li, H.L.",
        TITLE = "Class Incremental Learning With Less Forgetting Direction and
Equilibrium Point",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1150-1164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149270"}

@article{bb153354,
        AUTHOR = "Kang, H. and Yoon, J. and Hwang, S.J. and Yoo, C.D.",
        TITLE = "Continual Learning: Forget-Free Winning Subnetworks for Video
Representations",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2140-2156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149271"}

@article{bb153355,
        AUTHOR = "Gao, R. and Liu, W.W.",
        TITLE = "Defying catastrophic forgetting via influence function",
        JOURNAL = AI,
        VOLUME = "339",
        YEAR = "2025",
        PAGES = "104261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149272"}

@inproceedings{bb153356,
        AUTHOR = "Capitani, G. and Bonicelli, L. and Porrello, A. and Bolelli, F. and Calderara, S. and Ficarra, E.",
        TITLE = "Towards Unbiased Continual Learning:
Avoiding Forgetting in the Presence of Spurious Correlations",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "2527-2537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149273"}

@article{bb153357,
        AUTHOR = "Liu, C.X. and Sun, G. and Liang, W.Q. and Dong, J.H. and Qin, C. and Cong, Y.",
        TITLE = "MuseumMaker: Continual Style Customization Without Catastrophic
Forgetting",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "2499-2512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149274"}

@article{bb153358,
        AUTHOR = "Zhou, D.W. and Zhang, Y. and Wang, Y. and Ning, J.Y. and Ye, H.J. and Zhan, D.C. and Liu, Z.W.",
        TITLE = "Learning Without Forgetting for Vision-Language Models",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4489-4504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149275"}

@inproceedings{bb153359,
        AUTHOR = "Seo, S. and Kim, D. and Han, B.H.",
        TITLE = "Revisiting Machine Unlearning with Dimensional Alignment",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "3206-3215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149276"}

@inproceedings{bb153360,
        AUTHOR = "Huang, M.H. and Foo, L.G. and Liu, J.",
        TITLE = "Learning to Unlearn for Robust Machine Unlearning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LII: 202-219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149277"}

@inproceedings{bb153361,
        AUTHOR = "Zhang, J. and Lan, X. and Qu, X.Y. and Cheng, Y. and Feng, M.L. and Hooi, B.",
        TITLE = "Learning the Unlearned: Mitigating Feature Suppression in Contrastive
Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIII: 35-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149278"}

@inproceedings{bb153362,
        AUTHOR = "Zhang, Y.M. and Jia, J.H. and Chen, X. and Chen, A. and Zhang, Y.H. and Liu, J.C. and Ding, K. and Liu, S.",
        TITLE = "To Generate or Not? Safety-driven Unlearned Diffusion Models Are Still
Easy to Generate Unsafe Images ... For Now",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LVII: 385-403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149279"}

@inproceedings{bb153363,
        AUTHOR = "Cheng, J.L. and Amiri, H.",
        TITLE = "Multidelete for Multimodal Machine Unlearning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLI: 165-184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149280"}

@inproceedings{bb153364,
        AUTHOR = "Bhatt, G. and Ross, J. and Sigal, L.",
        TITLE = "Preventing Catastrophic Forgetting Through Memory Networks in
Continuous Detection",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIV: 442-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149281"}

@inproceedings{bb153365,
        AUTHOR = "Medeiros, H.R. and Aminbeidokhti, M. and Pena, F.A.G. and Latortue, D. and Granger, E. and Pedersoli, M.",
        TITLE = "Modality Translation for Object Detection Adaptation Without Forgetting
Prior Knowledge",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIX: 51-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149282"}

@inproceedings{bb153366,
        AUTHOR = "Zheng, M.Y. and Tang, Y. and Hao, Z.W. and Han, K. and Wang, Y.H. and Xu, C.",
        TITLE = "Adapt Without Forgetting: Distill Proximity from Dual Teachers in
Vision-language Models",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIV: 109-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149283"}

@inproceedings{bb153367,
        AUTHOR = "Fan, C. and Liu, J.C. and Hero, A. and Liu, S.",
        TITLE = "Challenging Forgets: Unveiling the Worst-case Forget Sets in Machine
Unlearning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXI: 278-297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149284"}

@inproceedings{bb153368,
        AUTHOR = "Zhang, W.X. and Janson, P. and Aljundi, R. and Elhoseiny, M.",
        TITLE = "Overcoming Generic Knowledge Loss with Selective Parameter Update",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "24046-24056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149285"}

@inproceedings{bb153369,
        AUTHOR = "Choi, D. and Choi, S. and Lee, E. and Seo, J. and Na, D.B.",
        TITLE = "Towards Efficient Machine Unlearning with Data Augmentation: Guided
Loss-Increasing (GLI) to Prevent the Catastrophic Model Utility Drop",
        BOOKTITLE = FaDE-TCV24,
        YEAR = "2024",
        PAGES = "93-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149286"}

@inproceedings{bb153370,
        AUTHOR = "Seo, J. and Lee, S.H. and Lee, T.Y. and Moon, S. and Park, G.M.",
        TITLE = "Generative Unlearning for Any Identity",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9151-9161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149287"}

@inproceedings{bb153371,
        AUTHOR = "Lim, G. and Hsu, H. and Chen, C.F.R. and Marculescu, R.",
        TITLE = "Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models",
        BOOKTITLE = FaDE-TCV24,
        YEAR = "2024",
        PAGES = "227-234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149288"}

@inproceedings{bb153372,
        AUTHOR = "Zhou, Y.H. and Hua, Z.Y.",
        TITLE = "Defense without Forgetting: Continual Adversarial Defense with
Anisotropic & Isotropic Pseudo Replay",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "24263-24272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149289"}

@inproceedings{bb153373,
        AUTHOR = "Cao, X.Z. and Zheng, X. and Wang, G.H. and Yu, W.J. and Shen, Y.H. and Li, K. and Lu, Y.T. and Tian, Y.H.",
        TITLE = "Solving the Catastrophic Forgetting Problem in Generalized Category
Discovery",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "16880-16889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149290"}

@inproceedings{bb153374,
        AUTHOR = "Li, Y.C. and Li, Q. and Wang, H.Z. and Li, R.X. and Zhong, W.L. and Zhang, G.",
        TITLE = "Towards Efficient Replay in Federated Incremental Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "12820-12829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149291"}

@inproceedings{bb153375,
        AUTHOR = "Hoang, T. and Rana, S. and Gupta, S.I. and Venkatesh, S.",
        TITLE = "Learn to Unlearn for Deep Neural Networks: Minimizing Unlearning
Interference with Gradient Projection",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "4807-4816",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149292"}

@inproceedings{bb153376,
        AUTHOR = "Dukler, Y. and Bowman, B. and Achille, A. and Golatkar, A. and Swaminathan, A. and Soatto, S.",
        TITLE = "SAFE: Machine Unlearning With Shard Graphs",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17062-17072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149293"}

@inproceedings{bb153377,
        AUTHOR = "Liu, J. and Xue, M.S. and Lou, J. and Zhang, X.Y. and Xiong, L. and Qin, Z.",
        TITLE = "MUter: Machine Unlearning on Adversarially Trained Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4869-4879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149294"}

@inproceedings{bb153378,
        AUTHOR = "Khattak, M.U. and Wasim, S.T. and Naseer, M. and Khan, S. and Yang, M.H. and Khan, F.S.",
        TITLE = "Self-regulating Prompts: Foundational Model Adaptation without
Forgetting",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "15144-15154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149295"}

@inproceedings{bb153379,
        AUTHOR = "Chen, T.A. and Yang, D.N. and Chen, M.S.",
        TITLE = "Overcoming Forgetting Catastrophe in Quantization-Aware Training",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17312-17321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149296"}

@inproceedings{bb153380,
        AUTHOR = "Kang, M.X. and Zhang, J.P. and Zhang, J.M. and Wang, X.S. and Chen, Y. and Ma, Z. and Huang, X.H.",
        TITLE = "Alleviating Catastrophic Forgetting of Incremental Object Detection
via Within-Class and Between-Class Knowledge Distillation",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "18848-18858",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149297"}

@inproceedings{bb153381,
        AUTHOR = "Chen, M. and Gao, W.Z. and Liu, G.Y. and Peng, K. and Wang, C.",
        TITLE = "Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting
the Decision Boundary",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "7766-7775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149298"}

@inproceedings{bb153382,
        AUTHOR = "Carrion, S. and Casacuberta, F.",
        TITLE = "Continual Vocabularies to Tackle the Catastrophic Forgetting Problem in
Machine Translation",
        BOOKTITLE = IbPRIA23,
        YEAR = "2023",
        PAGES = "94-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149299"}

@inproceedings{bb153383,
        AUTHOR = "Kalb, T. and Beyerer, J.",
        TITLE = "Causes of Catastrophic Forgetting in Class-incremental Semantic
Segmentation",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "VII:361-377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149300"}

@inproceedings{bb153384,
        AUTHOR = "Qu, Z.N. and Liu, C. and Thiele, L.",
        TITLE = "Deep Partial Updating:
Towards Communication Efficient Updating for On-Device Inference",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:137-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149301"}

@inproceedings{bb153385,
        AUTHOR = "Ye, J.W. and Fu, Y.F. and Song, J. and Yang, X.Y. and Liu, S. and Jin, X. and Song, M.L. and Wang, X.C.",
        TITLE = "Learning with Recoverable Forgetting",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:87-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149302"}

@inproceedings{bb153386,
        AUTHOR = "Singh, P. and Mazumder, P. and Karim, M.A.",
        TITLE = "Attaining Class-Level Forgetting in Pretrained Model Using Few Samples",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIII:433-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149303"}

@inproceedings{bb153387,
        AUTHOR = "Wang, Z.Y. and Shen, L. and Fang, L. and Suo, Q.L. and Zhan, D.L. and Duan, T. and Gao, M.C.",
        TITLE = "Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task
Distributions",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XX:221-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149304"}

@inproceedings{bb153388,
        AUTHOR = "Boschini, M. and Bonicelli, L. and Porrello, A. and Bellitto, G. and Pennisi, M. and Palazzo, S. and Spampinato, C. and Calderara, S.",
        TITLE = "Transfer Without Forgetting",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIII:692-709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149305"}

@inproceedings{bb153389,
        AUTHOR = "Liang, M.F. and Zhou, J.H. and Wei, W. and Wu, Y.",
        TITLE = "Balancing Between Forgetting and Acquisition in Incremental
Subpopulation Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVI:364-380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149306"}

@inproceedings{bb153390,
        AUTHOR = "Mehta, R. and Pal, S. and Singh, V. and Ravi, S.N.",
        TITLE = "Deep Unlearning via Randomized Conditionally Independent Hessians",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10412-10421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149307"}

@inproceedings{bb153391,
        AUTHOR = "Feng, T. and Wang, M. and Yuan, H.J.",
        TITLE = "Overcoming Catastrophic Forgetting in Incremental Object Detection
via Elastic Response Distillation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9417-9426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149308"}

@inproceedings{bb153392,
        AUTHOR = "Kim, J. and Woo, S.S.",
        TITLE = "Efficient Two-stage Model Retraining for Machine Unlearning",
        BOOKTITLE = HCIS22,
        YEAR = "2022",
        PAGES = "4360-4368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149309"}

@inproceedings{bb153393,
        AUTHOR = "Ferdinand, Q. and Clement, B. and Oliveau, Q. and Chenadec, G.L. and Papadakis, P.",
        TITLE = "Attenuating Catastrophic Forgetting by Joint Contrastive and
Incremental Learning",
        BOOKTITLE = CLVision22,
        YEAR = "2022",
        PAGES = "3781-3788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149310"}

@inproceedings{bb153394,
        AUTHOR = "Jain, H. and Vu, T.H. and Perez, P. and Cord, M.",
        TITLE = "CSG0: Continual Urban Scene Generation with Zero Forgetting",
        BOOKTITLE = CLVision22,
        YEAR = "2022",
        PAGES = "3678-3686",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149311"}

@inproceedings{bb153395,
        AUTHOR = "Meng, Q. and Zhang, C.X. and Xu, X.Q. and Zhou, F.",
        TITLE = "Learning Compatible Embeddings",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9919-9928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149312"}

@inproceedings{bb153396,
        AUTHOR = "Binici, K. and Pham, N.T. and Mitra, T. and Leman, K.",
        TITLE = "Preventing Catastrophic Forgetting and Distribution Mismatch in
Knowledge Distillation via Synthetic Data",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3625-3633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149313"}

@inproceedings{bb153397,
        AUTHOR = "Benkert, R. and Aribido, O.J. and Al Regib, G.",
        TITLE = "Explaining Deep Models Through Forgettable Learning Dynamics",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3692-3696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149314"}

@inproceedings{bb153398,
        AUTHOR = "Roy, S. and Sau, B.B.",
        TITLE = "Can Selfless Learning improve accuracy of a single classification
task?",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "4043-4051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149315"}

@inproceedings{bb153399,
        AUTHOR = "Mundt, M. and Pliushch, I. and Ramesh, V.",
        TITLE = "Neural Architecture Search of Deep Priors: Towards Continual Learning
without Catastrophic Interference",
        BOOKTITLE = CLVision21,
        YEAR = "2021",
        PAGES = "3518-3527",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT149316"}

Last update:Jun 10, 2025 at 21:16:26