@article{bb159000,
AUTHOR = "Rodrigues, C.M. and Boutry, N. and Najman, L.",
TITLE = "Transforming gradient-based techniques into interpretable methods",
JOURNAL = PRL,
VOLUME = "184",
YEAR = "2024",
PAGES = "66-73",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154861"}
@inproceedings{bb159001,
AUTHOR = "Mitra, S. and Sukul, A. and Roy, S.K. and Singh, P. and Verma, V.K.",
TITLE = "ScoreCAM++: Gated Score-Weighted Visual Explanations for CNNs",
BOOKTITLE = XAI4CV25,
YEAR = "2025",
PAGES = "2691-2700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154862"}
@inproceedings{bb159002,
AUTHOR = "Jiang, M.Q. and Khorram, S. and Fuxin, L.",
TITLE = "Comparing the Decision-Making Mechanisms by Transformers and CNNs via
Explanation Methods",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "9546-9555",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154863"}
@inproceedings{bb159003,
AUTHOR = "Alami, A. and Boumhidi, J. and Chakir, L.",
TITLE = "Explainability in CNN based Deep Learning models for medical image
classification",
BOOKTITLE = ISCV24,
YEAR = "2024",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154864"}
@inproceedings{bb159004,
AUTHOR = "Akpudo, U.E. and Yu, X.H. and Zhou, J. and Gao, Y.S.",
TITLE = "NCAF: NTD-based Concept Activation Factorisation Framework for CNN
Explainability",
BOOKTITLE = IVCNZ23,
YEAR = "2023",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154865"}
@inproceedings{bb159005,
AUTHOR = "Meynen, T. and Behzadi Khormouji, H. and Oramas, J.",
TITLE = "Interpreting Convolutional Neural Networks by Explaining Their
Predictions",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1685-1689",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154866"}
@inproceedings{bb159006,
AUTHOR = "Sarkar, S. and Babu, A.R. and Mousavi, S. and Ghorbanpour, S. and Gundecha, V. and Guillen, A. and Luna, R. and Naug, A.",
TITLE = "RL-CAM: Visual Explanations for Convolutional Networks using
Reinforcement Learning",
BOOKTITLE = SAIAD23,
YEAR = "2023",
PAGES = "3861-3869",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154867"}
@inproceedings{bb159007,
AUTHOR = "Zee, T. and Lakshmana, M. and Nwogu, I.",
TITLE = "Towards Understanding the Behaviors of Pretrained Compressed
Convolutional Models",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3450-3456",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154868"}
@inproceedings{bb159008,
AUTHOR = "Zheng, Q. and Wang, Z.W. and Zhou, J. and Lu, J.W.",
TITLE = "Shap-CAM: Visual Explanations for Convolutional Neural Networks Based
on Shapley Value",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:459-474",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154869"}
@inproceedings{bb159009,
AUTHOR = "Salama, A. and Adly, N. and Torki, M.",
TITLE = "Ablation-CAM++: Grouped Recursive Visual Explanations for Deep
Convolutional Networks",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2011-2015",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154870"}
@inproceedings{bb159010,
AUTHOR = "Wu, Y.X. and Chen, C. and Che, J. and Pu, S.L.",
TITLE = "FAM: Visual Explanations for the Feature Representations from Deep
Convolutional Networks",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10297-10306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154871"}
@inproceedings{bb159011,
AUTHOR = "Yang, Y. and Kim, S. and Joo, J.",
TITLE = "Explaining Deep Convolutional Neural Networks via Latent
Visual-Semantic Filter Attention",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "8323-8333",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154872"}
@inproceedings{bb159012,
AUTHOR = "Gkartzonika, I. and Gkalelis, N. and Mezaris, V.",
TITLE = "Learning Visual Explanations for DCNN-based Image Classifiers Using an
Attention Mechanism",
BOOKTITLE = Scarce22,
YEAR = "2022",
PAGES = "396-411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154873"}
@inproceedings{bb159013,
AUTHOR = "Gupta, A. and Sintorn, I.M.",
TITLE = "Towards Better Guided Attention and Human Knowledge Insertion in Deep
Convolutional Neural Networks",
BOOKTITLE = BioImage22,
YEAR = "2022",
PAGES = "437-453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154874"}
@inproceedings{bb159014,
AUTHOR = "Uchiyama, T. and Sogi, N. and Niinuma, K. and Fukui, K.",
TITLE = "Visually explaining 3D-CNN predictions for video classification with
an adaptive occlusion sensitivity analysis",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "1513-1522",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154875"}
@inproceedings{bb159015,
AUTHOR = "Li, H. and Li, Z.H. and Ma, R. and Wu, T.",
TITLE = "FD-CAM: Improving Faithfulness and Discriminability of Visual
Explanation for CNNs",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1300-1306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154876"}
@inproceedings{bb159016,
AUTHOR = "Yadu, A. and Suhas, P.K. and Sinha, N.",
TITLE = "Class Specific Interpretability in CNN Using Causal Analysis",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3702-3706",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154877"}
@inproceedings{bb159017,
AUTHOR = "Song, W. and Dai, S.Y. and Huang, D.M. and Song, J.L. and Antonio, L.",
TITLE = "Median-Pooling Grad-Cam: An Efficient Inference Level Visual
Explanation for CNN Networks in Remote Sensing Image Classification",
BOOKTITLE = MMMod21,
YEAR = "2021",
PAGES = "II:134-146",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154878"}
@inproceedings{bb159018,
AUTHOR = "Lam, P.C.H. and Chu, L.Y. and Torgonskiy, M. and Pei, J. and Zhang, Y. and Wang, L.",
TITLE = "Finding Representative Interpretations on Convolutional Neural
Networks",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1325-1334",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154879"}
@inproceedings{bb159019,
AUTHOR = "Abello, A.A. and Hirata, R. and Wang, Z.Y.",
TITLE = "Dissecting the High-Frequency Bias in Convolutional Neural Networks",
BOOKTITLE = UG21,
YEAR = "2021",
PAGES = "863-871",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154880"}
@inproceedings{bb159020,
AUTHOR = "Jung, J.H. and Kwon, Y.M.",
TITLE = "Boundaries of Single-Class Regions in the Input Space of Piece-Wise
Linear Neural Networks",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6027-6034",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154881"}
@inproceedings{bb159021,
AUTHOR = "Liang, H.Y. and Ouyang, Z.H. and Zeng, Y.Y. and Su, H. and He, Z.H. and Xia, S.T. and Zhu, J. and Zhang, B.",
TITLE = "Training Interpretable Convolutional Neural Networks by Differentiating
Class-specific Filters",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "II:622-638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154882"}
@inproceedings{bb159022,
AUTHOR = "Wang, Z. and Mardziel, P. and Datta, A. and Fredrikson, M.",
TITLE = "Interpreting Interpretations:
Organizing Attribution Methods by Criteria",
BOOKTITLE = TCV20,
YEAR = "2020",
PAGES = "48-55",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154883"}
@inproceedings{bb159023,
AUTHOR = "Wang, H. and Wu, X. and Huang, Z. and Xing, E.P.",
TITLE = "High-Frequency Component Helps Explain the Generalization of
Convolutional Neural Networks",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8681-8691",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154884"}
@inproceedings{bb159024,
AUTHOR = "Wu, W. and Su, Y. and Chen, X. and Zhao, S. and King, I. and Lyu, M.R. and Tai, Y.",
TITLE = "Towards Global Explanations of Convolutional Neural Networks With
Concept Attribution",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8649-8658",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154885"}
@inproceedings{bb159025,
AUTHOR = "Wang, H. and Wang, Z. and Du, M. and Yang, F. and Zhang, Z. and Ding, S. and Mardziel, P. and Hu, X.",
TITLE = "Score-CAM: Score-Weighted Visual Explanations for Convolutional
Neural Networks",
BOOKTITLE = TCV20,
YEAR = "2020",
PAGES = "111-119",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT154886"}
@inproceedings{bb159026,
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#TT154887"}
@inproceedings{bb159027,
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#TT154888"}
@inproceedings{bb159028,
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#TT154889"}
@inproceedings{bb159029,
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#TT154890"}
@inproceedings{bb159030,
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#TT154891"}
@inproceedings{bb159031,
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#TT154892"}
@inproceedings{bb159032,
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#TT154893"}
@inproceedings{bb159033,
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#TT154894"}
@inproceedings{bb159034,
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#TT154895"}
@inproceedings{bb159035,
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#TT154896"}
@inproceedings{bb159036,
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#TT154897"}
@inproceedings{bb159037,
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#TT154898"}
@inproceedings{bb159038,
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#TT154899"}
@inproceedings{bb159039,
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#TT154900"}
@inproceedings{bb159040,
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#TT154901"}
@inproceedings{bb159041,
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#TT154902"}
@inproceedings{bb159042,
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#TT154903"}
@inproceedings{bb159043,
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#TT154904"}
@inproceedings{bb159044,
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#TT154905"}
@inproceedings{bb159045,
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#TT154906"}
@inproceedings{bb159046,
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#TT154907"}
@inproceedings{bb159047,
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#TT154908"}
@inproceedings{bb159048,
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#TT154909"}
@inproceedings{bb159049,
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#TT154910"}
@inproceedings{bb159050,
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#TT154911"}
@inproceedings{bb159051,
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#TT154912"}
@inproceedings{bb159052,
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#TT154913"}
@inproceedings{bb159053,
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#TT154914"}
@inproceedings{bb159054,
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#TT154915"}
@inproceedings{bb159055,
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#TT154916"}
@inproceedings{bb159056,
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#TT154917"}
@inproceedings{bb159057,
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#TT154918"}
@article{bb159058,
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#TT154919"}
@inproceedings{bb159059,
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#TT154919"}
@inproceedings{bb159060,
AUTHOR = "Li, Z.Z. and Hoiem, D.",
TITLE = "Improving Confidence Estimates for Unfamiliar Examples",
BOOKTITLE = CVPR20,
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT154920"}
@article{bb159061,
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",
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@article{bb159062,
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#TT154922"}
@article{bb159063,
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#TT154923"}
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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#TT154924"}
@article{bb159065,
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,
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YEAR = "2021",
PAGES = "108127",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT154925"}
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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#TT154926"}
@article{bb159067,
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#TT154927"}
@inproceedings{bb159068,
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#TT154928"}
@article{bb159069,
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#TT154929"}
@article{bb159070,
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#TT154930"}
@article{bb159071,
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#TT154931"}
@article{bb159072,
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#TT154932"}
@article{bb159073,
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#TT154933"}
@article{bb159074,
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#TT154934"}
@article{bb159075,
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#TT154935"}
@article{bb159076,
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#TT154936"}
@article{bb159077,
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#TT154937"}
@article{bb159078,
AUTHOR = "Zhang, K. and Hou, Z.M. 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#TT154938"}
@article{bb159079,
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#TT154939"}
@article{bb159080,
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,
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YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "2140-2156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT154940"}
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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#TT154941"}
@inproceedings{bb159082,
AUTHOR = "Capitani, G. and Bonicelli, L. and Porrello, A. and Bolelli, F. and Calderara, S. and Ficarra, E.",
TITLE = "Towards Unbiased Continual Learning:
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BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "2527-2537",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT154942"}
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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
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT154943"}
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AUTHOR = "Zhou, D.W. and Zhang, Y.H. and Wang, Y. and Ning, J.Y. and Ye, H.J. and Zhan, D.C. and Liu, Z.W.",
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YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "4489-4504",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT154944"}
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AUTHOR = "Li, B. and Zhang, Y.H. and Chen, L.Y. and Wang, J.H. and Pu, F. and Cahyono, J.A. and Yang, J.K. and Li, C.Y. and Liu, Z.W.",
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NUMBER = "9",
MONTH = "September",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT154945"}
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AUTHOR = "Angioni, D. and Demetrio, L. and Pintor, M. and Oneto, L. and Anguita, D. and Biggio, B. and Roli, F.",
TITLE = "Robustness-Congruent Adversarial Training for Secure Machine Learning
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PAGES = "7457-7469",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT154946"}
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AUTHOR = "Miao, J.X. and Hu, L. and Zhang, Q. and Cao, L.B.",
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JOURNAL = PAMI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652for2.html#TT154948"}
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TITLE = "Towards Natural Machine Unlearning",
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@inproceedings{bb159093,
AUTHOR = "Sun, T. and Huang, Y.H. and Shen, L. and Xu, K. and Wang, B.",
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@inproceedings{bb159094,
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@inproceedings{bb159095,
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@inproceedings{bb159096,
AUTHOR = "Liu, S. and Yang, Y. and Li, X.J. and Clifton, D.A. and Ghanem, B.",
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YEAR = "2025",
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@inproceedings{bb159097,
AUTHOR = "Lee, T.Y. and Park, S. and Jeon, M.W. and Hwang, H. and Park, G.M.",
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@inproceedings{bb159098,
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@inproceedings{bb159099,
AUTHOR = "Rusanovsky, M. and Malnick, S. and Jevnisek, A. and Fried, O. and Avidan, S.",
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BOOKTITLE = CVPR25,
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Last update:Jan 8, 2026 at 12:52:16