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BOOKTITLE = ECCV18,
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@inproceedings{bb159302,
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@inproceedings{bb159303,
AUTHOR = "Khan, S.H. and Hayat, M. and Porikli, F.M.",
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BOOKTITLE = ICCV17,
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AUTHOR = "Worrall, D.E. and Garbin, S.J. and Turmukhambetov, D. and Brostow, G.J.",
TITLE = "Interpretable Transformations with Encoder-Decoder Networks",
BOOKTITLE = ICCV17,
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AUTHOR = "Mopuri, K.R. and Garg, U. and Babu, R.V.",
TITLE = "CNN Fixations: An Unraveling Approach to Visualize the Discriminative
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JOURNAL = IP,
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AUTHOR = "Kuo, C.C.J. and Zhang, M. and Li, S.Y. and Duan, J.L. and Chen, Y.",
TITLE = "Interpretable convolutional neural networks via feedforward design",
JOURNAL = JVCIR,
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YEAR = "2019",
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@inproceedings{bb159307,
AUTHOR = "Chen, Y. and Yang, Y. and Wang, W. and Kuo, C.C.J.",
TITLE = "Ensembles of Feedforward-Designed Convolutional Neural Networks",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3796-3800",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155168"}
@inproceedings{bb159308,
AUTHOR = "Chen, Y. and Yang, Y. and Zhang, M. and Kuo, C.C.J.",
TITLE = "Semi-Supervised Learning Via Feedforward-Designed Convolutional
Neural Networks",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "365-369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155169"}
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AUTHOR = "Li, H. and Tian, Y.K. and Mueller, K. and Chen, X.",
TITLE = "Beyond saliency: Understanding convolutional neural networks from
saliency prediction on layer-wise relevance propagation",
JOURNAL = IVC,
VOLUME = "83-84",
YEAR = "2019",
PAGES = "70-86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155170"}
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AUTHOR = "Cao, C.S. and Huang, Y.Z. and Yang, Y. and Wang, L. and Wang, Z.L. and Tan, T.N.",
TITLE = "Feedback Convolutional Neural Network for Visual Localization and
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JOURNAL = PAMI,
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YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "1627-1640",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155171"}
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AUTHOR = "Cui, X.R. and Wang, D. and Wang, Z.J.",
TITLE = "Multi-Scale Interpretation Model for Convolutional Neural Networks:
Building Trust Based on Hierarchical Interpretation",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "9",
MONTH = "September",
PAGES = "2263-2276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155172"}
@article{bb159312,
AUTHOR = "Wang, W. and Zhu, L.Q. and Guo, B.Q.",
TITLE = "Reliable identification of redundant kernels for convolutional neural
network compression",
JOURNAL = JVCIR,
VOLUME = "63",
YEAR = "2019",
PAGES = "102582",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155173"}
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AUTHOR = "Aich, S. and Yamazaki, M. and Taniguchi, Y. and Stavness, I.",
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JOURNAL = PRL,
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YEAR = "2020",
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AUTHOR = "Saraee, E. and Jalal, M. and Betke, M.",
TITLE = "Visual complexity analysis using deep intermediate-layer features",
JOURNAL = CVIU,
VOLUME = "195",
YEAR = "2020",
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AUTHOR = "Xie, L. and Lee, F. and Liu, L. and Yin, Z. and Chen, Q.",
TITLE = "Hierarchical Coding of Convolutional Features for Scene Recognition",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "1182-1192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155176"}
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AUTHOR = "Selvaraju, R.R. and Cogswell, M. and Das, A. and Vedantam, R. and Parikh, D. and Batra, D.",
TITLE = "Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based
Localization",
JOURNAL = IJCV,
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PAGES = "336-359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155177"}
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AUTHOR = "Batra, D. and Parikh, D. and Vedantam, R. and Das, A. and Cogswell, M. and Selvaraju, R.R.",
TITLE = "Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based
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BOOKTITLE = ICCV17,
YEAR = "2017",
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@article{bb159318,
AUTHOR = "Rafegas, I. and Vanrell, M. and Alexandre, L.A. and Arias, G.",
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JOURNAL = PRL,
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YEAR = "2020",
PAGES = "318-325",
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AUTHOR = "Cui, X.R. and Wang, D. and Wang, Z.J.",
TITLE = "Feature-Flow Interpretation of Deep Convolutional Neural Networks",
JOURNAL = MultMed,
VOLUME = "22",
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AUTHOR = "Shi, X. and Xing, F. and Xu, K. and Chen, P. and Liang, Y. and Lu, Z. and Guo, Z.",
TITLE = "Loss-Based Attention for Interpreting Image-Level Prediction of
Convolutional Neural Networks",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "1662-1675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155180"}
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AUTHOR = "Gu, R. and Wang, G.T. and Song, T. and Huang, R. and Aertsen, M. and Deprest, J. and Ourselin, S. and Vercauteren, T. and Zhang, S.T.",
TITLE = "CA-Net: Comprehensive Attention Convolutional Neural Networks for
Explainable Medical Image Segmentation",
JOURNAL = MedImg,
VOLUME = "40",
YEAR = "2021",
NUMBER = "2",
MONTH = "February",
PAGES = "699-711",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155181"}
@article{bb159322,
AUTHOR = "Shin, S. and Kim, Y.J. and Yoon, J.W.",
TITLE = "A new approach to training more interpretable model with additional
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JOURNAL = PRL,
VOLUME = "152",
YEAR = "2021",
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AUTHOR = "Feng, Z.P. and Zhu, M.Z. and Stankovic, L. and Ji, H.B.",
TITLE = "Self-Matching CAM: A Novel Accurate Visual Explanation of CNNs for
SAR Image Interpretation",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155183"}
@article{bb159324,
AUTHOR = "Wang, D. and Cui, X.R. and Chen, X. and Ward, R. and Wang, Z.J.",
TITLE = "Interpreting Bottom-Up Decision-Making of CNNs via Hierarchical
Inference",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "6701-6714",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155184"}
@article{bb159325,
AUTHOR = "Zhang, Q.S. and Wang, X. and Wu, Y.N. and Zhou, H.L. and Zhu, S.C.",
TITLE = "Interpretable CNNs for Object Classification",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "10",
MONTH = "October",
PAGES = "3416-3431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155185"}
@article{bb159326,
AUTHOR = "Zhang, Q.S. and Wang, X. and Cao, R.M. and Wu, Y.N. and Shi, F. and Zhu, S.C.",
TITLE = "Extraction of an Explanatory Graph to Interpret a CNN",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "11",
MONTH = "November",
PAGES = "3863-3877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155186"}
@article{bb159327,
AUTHOR = "Cheng, L. and Fang, P.F. and Liang, Y.J. and Zhang, L. and Shen, C.H. and Wang, H.Z.",
TITLE = "TSGB: Target-Selective Gradient Backprop for Probing CNN Visual
Saliency",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "2529-2540",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155187"}
@article{bb159328,
AUTHOR = "Muddamsetty, S.M. and Jahromi, M.N.S. and Ciontos, A.E. and Fenoy, L.M. and Moeslund, T.B.",
TITLE = "Visual explanation of black-box model:
Similarity Difference and Uniqueness (SIDU) method",
JOURNAL = PR,
VOLUME = "127",
YEAR = "2022",
PAGES = "108604",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155188"}
@article{bb159329,
AUTHOR = "Huang, Z.L. and Yao, X. and Liu, Y. and Dumitru, C.O. and Datcu, M. and Han, J.W.",
TITLE = "Physically explainable CNN for SAR image classification",
JOURNAL = PandRS,
VOLUME = "190",
YEAR = "2022",
PAGES = "25-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155189"}
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AUTHOR = "Yuan, H. and Cai, L. and Hu, X. and Wang, J. and Ji, S.W.",
TITLE = "Interpreting Image Classifiers by Generating Discrete Masks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "4",
MONTH = "April",
PAGES = "2019-2030",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155190"}
@article{bb159331,
AUTHOR = "Shi, R. and Li, T.X. and Yamaguchi, Y.S.",
TITLE = "Output-targeted baseline for neuron attribution calculation",
JOURNAL = IVC,
VOLUME = "124",
YEAR = "2022",
PAGES = "104516",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155191"}
@article{bb159332,
AUTHOR = "Guo, X.P. and Hou, B. and Wu, Z.T. and Ren, B. and Wang, S. and Jiao, L.C.",
TITLE = "Prob-POS: A Framework for Improving Visual Explanations from
Convolutional Neural Networks for Remote Sensing Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155192"}
@article{bb159333,
AUTHOR = "Bohle, M. and Fritz, M. and Schiele, B.",
TITLE = "Optimising for Interpretability:
Convolutional Dynamic Alignment Networks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7625-7638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155193"}
@article{bb159334,
AUTHOR = "Hu, K.W. and Gao, J. and Mao, F.Y. and Song, X.H. and Cheng, L.C. and Feng, Z.L. and Song, M.L.",
TITLE = "Disassembling Convolutional Segmentation Network",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "1741-1760",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155194"}
@article{bb159335,
AUTHOR = "Li, J. and Zhang, D.B. and Meng, B. and Li, Y.X. and Luo, L.",
TITLE = "FIMF score-CAM: Fast score-CAM based on local multi-feature
integration for visual interpretation of CNNS",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "3",
PAGES = "761-772",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155195"}
@article{bb159336,
AUTHOR = "Cheng, M.M. and Jiang, P.T. and Han, L.H. and Wang, L. and Torr, P.H.S.",
TITLE = "Deeply Explain CNN Via Hierarchical Decomposition",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "1091-1105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155196"}
@article{bb159337,
AUTHOR = "Bohle, M. and Singh, N. and Fritz, M. and Schiele, B.",
TITLE = "B-Cos Alignment for Inherently Interpretable CNNs and Vision
Transformers",
JOURNAL = PAMI,
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YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "4504-4518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652expcnn1.html#TT155197"}
@article{bb159338,
AUTHOR = "Islam, M.A. and Kowal, M. and Jia, S. and Derpanis, K.G. and Bruce, N.D.B.",
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#TT155198"}
@inproceedings{bb159339,
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#TT155199"}
@article{bb159340,
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#TT155200"}
@article{bb159341,
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#TT155201"}
@article{bb159342,
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#TT155202"}
@article{bb159343,
AUTHOR = "Rodrigues, C.M. and Boutry, N. and Najman, L.",
TITLE = "Transforming gradient-based techniques into interpretable methods",
JOURNAL = PRL,
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YEAR = "2024",
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@inproceedings{bb159344,
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#TT155204"}
@inproceedings{bb159345,
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#TT155205"}
@inproceedings{bb159346,
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#TT155206"}
@inproceedings{bb159347,
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#TT155207"}
@inproceedings{bb159348,
AUTHOR = "Meynen, T. and Behzadi Khormouji, H. and Oramas, J.",
TITLE = "Interpreting Convolutional Neural Networks by Explaining Their
Predictions",
BOOKTITLE = ICIP23,
YEAR = "2023",
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@inproceedings{bb159349,
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.",
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Reinforcement Learning",
BOOKTITLE = SAIAD23,
YEAR = "2023",
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@inproceedings{bb159350,
AUTHOR = "Zee, T. and Lakshmana, M. and Nwogu, I.",
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Convolutional Models",
BOOKTITLE = "ICPR22",
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@inproceedings{bb159351,
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",
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@inproceedings{bb159352,
AUTHOR = "Salama, A. and Adly, N. and Torki, M.",
TITLE = "Ablation-CAM++: Grouped Recursive Visual Explanations for Deep
Convolutional Networks",
BOOKTITLE = ICIP22,
YEAR = "2022",
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@inproceedings{bb159353,
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",
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@inproceedings{bb159354,
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",
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@inproceedings{bb159355,
AUTHOR = "Gkartzonika, I. and Gkalelis, N. and Mezaris, V.",
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Attention Mechanism",
BOOKTITLE = Scarce22,
YEAR = "2022",
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@inproceedings{bb159356,
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",
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@inproceedings{bb159357,
AUTHOR = "Uchiyama, T. and Sogi, N. and Niinuma, K. and Fukui, K.",
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an adaptive occlusion sensitivity analysis",
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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#TT155218"}
@inproceedings{bb159359,
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#TT155219"}
@inproceedings{bb159360,
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#TT155220"}
@inproceedings{bb159361,
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#TT155221"}
@inproceedings{bb159362,
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#TT155222"}
@inproceedings{bb159363,
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#TT155223"}
@inproceedings{bb159364,
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#TT155224"}
@inproceedings{bb159365,
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#TT155225"}
@inproceedings{bb159366,
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#TT155226"}
@inproceedings{bb159367,
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#TT155227"}
@inproceedings{bb159368,
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#TT155228"}
@inproceedings{bb159369,
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#TT155229"}
@inproceedings{bb159370,
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#TT155230"}
@inproceedings{bb159371,
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#TT155231"}
@inproceedings{bb159372,
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#TT155232"}
@inproceedings{bb159373,
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#TT155233"}
@inproceedings{bb159374,
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#TT155234"}
@inproceedings{bb159375,
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#TT155235"}
@inproceedings{bb159376,
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#TT155236"}
@inproceedings{bb159377,
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#TT155237"}
@inproceedings{bb159378,
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#TT155238"}
@inproceedings{bb159379,
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#TT155239"}
@inproceedings{bb159380,
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#TT155240"}
@inproceedings{bb159381,
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#TT155241"}
@inproceedings{bb159382,
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#TT155242"}
@inproceedings{bb159383,
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#TT155243"}
@inproceedings{bb159384,
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#TT155244"}
@inproceedings{bb159385,
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#TT155245"}
@inproceedings{bb159386,
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#TT155246"}
@inproceedings{bb159387,
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#TT155247"}
@inproceedings{bb159388,
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#TT155248"}
@inproceedings{bb159389,
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#TT155249"}
@inproceedings{bb159390,
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#TT155250"}
@inproceedings{bb159391,
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#TT155251"}
@inproceedings{bb159392,
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#TT155252"}
@inproceedings{bb159393,
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#TT155253"}
@inproceedings{bb159394,
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#TT155254"}
@inproceedings{bb159395,
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#TT155255"}
@inproceedings{bb159396,
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#TT155256"}
@inproceedings{bb159397,
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#TT155257"}
@inproceedings{bb159398,
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#TT155258"}
@inproceedings{bb159399,
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#TT155259"}
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