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TITLE = "Position, Padding and Predictions:
A Deeper Look at Position Information in CNNs",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "3889-3910",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT158014"}
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AUTHOR = "Islam, M.A. and Kowal, M. and Jia, S. and Derpanis, K.G. and Bruce, N.D.B.",
TITLE = "Global Pooling, More than Meets the Eye:
Position Information is Encoded Channel-Wise in CNNs",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "773-781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT158015"}
@article{bb162162,
AUTHOR = "Li, Y.S. and Liang, H.J. and Yu, R.",
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#TT158016"}
@article{bb162163,
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#TT158017"}
@article{bb162164,
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#TT158018"}
@article{bb162165,
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#TT158019"}
@article{bb162166,
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#TT158020"}
@inproceedings{bb162167,
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#TT158021"}
@inproceedings{bb162168,
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#TT158022"}
@inproceedings{bb162169,
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#TT158023"}
@inproceedings{bb162170,
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#TT158024"}
@inproceedings{bb162171,
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#TT158025"}
@inproceedings{bb162172,
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#TT158026"}
@inproceedings{bb162173,
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#TT158027"}
@inproceedings{bb162174,
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#TT158028"}
@inproceedings{bb162175,
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#TT158029"}
@inproceedings{bb162176,
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#TT158030"}
@inproceedings{bb162177,
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#TT158031"}
@inproceedings{bb162178,
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#TT158032"}
@inproceedings{bb162179,
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#TT158033"}
@inproceedings{bb162180,
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#TT158034"}
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AUTHOR = "Li, H. and Li, Z.H. and Ma, R. and Wu, T.",
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Explanation for CNNs",
BOOKTITLE = "ICPR22",
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PAGES = "1300-1306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT158035"}
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AUTHOR = "Yadu, A. and Suhas, P.K. and Sinha, N.",
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BOOKTITLE = ICIP21,
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AUTHOR = "Song, W. and Dai, S.Y. and Huang, D.M. and Song, J.L. and Antonio, L.",
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Explanation for CNN Networks in Remote Sensing Image Classification",
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YEAR = "2021",
PAGES = "II:134-146",
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AUTHOR = "Lam, P.C.H. and Chu, L.Y. and Torgonskiy, M. and Pei, J. and Zhang, Y. and Wang, L.",
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BOOKTITLE = ICCV21,
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PAGES = "1325-1334",
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AUTHOR = "Abello, A.A. and Hirata, R. and Wang, Z.Y.",
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BOOKTITLE = UG21,
YEAR = "2021",
PAGES = "863-871",
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AUTHOR = "Jung, J.H. and Kwon, Y.M.",
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BOOKTITLE = ICPR21,
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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.",
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@inproceedings{bb162188,
AUTHOR = "Wang, Z. and Mardziel, P. and Datta, A. and Fredrikson, M.",
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BOOKTITLE = TCV20,
YEAR = "2020",
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AUTHOR = "Wang, H. and Wu, X. and Huang, Z. and Xing, E.P.",
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Convolutional Neural Networks",
BOOKTITLE = CVPR20,
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AUTHOR = "Wu, W. and Su, Y. and Chen, X. and Zhao, S. and King, I. and Lyu, M.R. and Tai, Y.",
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@inproceedings{bb162191,
AUTHOR = "Wang, H. and Wang, Z. and Du, M. and Yang, F. and Zhang, Z. and Ding, S. and Mardziel, P. and Hu, X.",
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AUTHOR = "Gorokhovatskyi, O. and Peredrii, O.",
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YEAR = "2020",
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AUTHOR = "Rombach, R. and Esser, P. and Ommer, B.",
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Interpreting Deep Representations and Their Invariances with INNs",
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@inproceedings{bb162195,
AUTHOR = "Ye, J.W. and Ji, Y.X. and Wang, X.C. and Gao, X. and Song, M.L.",
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@inproceedings{bb162196,
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CNNs",
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YEAR = "2020",
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AUTHOR = "Agarwal, A. and Singh, R. and Vatsa, M.",
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CNN",
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YEAR = "2020",
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@inproceedings{bb162199,
AUTHOR = "Desai, S. and Ramaswamy, H.G.",
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Gradient-free Localization",
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YEAR = "2020",
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