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        TITLE = "BI-CAM: Generating Explanations for Deep Neural Networks Using
Bipolar Information",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "568-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT160596"}

@article{bb164757,
        AUTHOR = "Tang, J.C. and Kang, Q. and Zhou, M.C. and Yin, H. and Yao, S.",
        TITLE = "MemeNet: Toward a Reliable Local Projection for Image Recognition via
Semantic Featurization",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "1670-1682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT160597"}

@article{bb164758,
        AUTHOR = "Kim, S. and Chae, D.K.",
        TITLE = "What Does a Model Really Look at?: Extracting Model-Oriented Concepts
for Explaining Deep Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4612-4624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT160598"}

@article{bb164759,
        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#TT160599"}

@article{bb164760,
        AUTHOR = "Wall, C. and Wang, L.W. and Rizk, R. and Santosh, K.",
        TITLE = "Winsor-CAM: Human-Tunable Visual Explanations From Deep Networks via
Layer-Wise Winsorization",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "7920-7937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT160600"}

@inproceedings{bb164761,
        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#TT160601"}

@inproceedings{bb164762,
        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#TT160602"}

@inproceedings{bb164763,
        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#TT160603"}

@inproceedings{bb164764,
        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#TT160604"}

@inproceedings{bb164765,
        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#TT160605"}

@inproceedings{bb164766,
        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#TT160606"}

@inproceedings{bb164767,
        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#TT160607"}

@inproceedings{bb164768,
        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#TT160608"}

@inproceedings{bb164769,
        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#TT160609"}

@inproceedings{bb164770,
        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#TT160610"}

@inproceedings{bb164771,
        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#TT160611"}

@inproceedings{bb164772,
        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#TT160612"}

@inproceedings{bb164773,
        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#TT160613"}

@inproceedings{bb164774,
        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#TT160614"}

@inproceedings{bb164775,
        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#TT160615"}

@inproceedings{bb164776,
        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#TT160616"}

@inproceedings{bb164777,
        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#TT160617"}

@inproceedings{bb164778,
        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#TT160618"}

@inproceedings{bb164779,
        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#TT160619"}

@inproceedings{bb164780,
        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#TT160620"}

@inproceedings{bb164781,
        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",
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@inproceedings{bb164782,
        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#TT160622"}

@inproceedings{bb164783,
        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#TT160623"}

@inproceedings{bb164784,
        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#TT160624"}

@inproceedings{bb164785,
        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#TT160625"}

@inproceedings{bb164786,
        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#TT160626"}

@inproceedings{bb164787,
        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",
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@inproceedings{bb164788,
        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#TT160628"}

@inproceedings{bb164789,
        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",
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@inproceedings{bb164790,
        AUTHOR = "Taylor, E. and Shekhar, S. and Taylor, G.W.",
        TITLE = "Response Time Analysis for Explainability of Visual Processing in
CNNs",
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        YEAR = "2020",
        PAGES = "1555-1558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT160630"}

@inproceedings{bb164791,
        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",
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@inproceedings{bb164792,
        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",
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@inproceedings{bb164793,
        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#TT160633"}

@inproceedings{bb164794,
        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",
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@inproceedings{bb164795,
        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#TT160635"}

@inproceedings{bb164796,
        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#TT160636"}

@inproceedings{bb164797,
        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#TT160637"}

@inproceedings{bb164798,
        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#TT160638"}

@inproceedings{bb164799,
        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",
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