@article{bb141900,
        AUTHOR = "Ho, T.K. and Luo, Y.F. and Guido, R.C.",
        TITLE = "Explainability of Methods for Critical Information Extraction From
Clinical Documents: A survey of representative works",
        JOURNAL = SPMag,
        VOLUME = "39",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "96-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137895"}

@article{bb141901,
        AUTHOR = "Letzgus, S. and Wagner, P. and Lederer, J. and Samek, W. and Muller, K.R. and Montavon, G.",
        TITLE = "Toward Explainable Artificial Intelligence for Regression Models: A
methodological perspective",
        JOURNAL = SPMag,
        VOLUME = "39",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "40-58",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137896"}

@article{bb141902,
        AUTHOR = "AlRegib, G. and Prabhushankar, M.",
        TITLE = "Explanatory Paradigms in Neural Networks: Towards relevant and
contextual explanations",
        JOURNAL = SPMag,
        VOLUME = "39",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "59-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137897"}

@article{bb141903,
        AUTHOR = "Nielsen, I.E. and Dera, D. and Rasool, G. and Ramachandran, R.P. and Bouaynaya, N.C.",
        TITLE = "Robust Explainability: A tutorial on gradient-based attribution
methods for deep neural networks",
        JOURNAL = SPMag,
        VOLUME = "39",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "73-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137898"}

@article{bb141904,
        AUTHOR = "Das, P. and Varshney, L.R.",
        TITLE = "Explaining Artificial Intelligence Generation and Creativity: Human
interpretability for novel ideas and artifacts",
        JOURNAL = SPMag,
        VOLUME = "39",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "85-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137899"}

@article{bb141905,
        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/pattern652exp1.html#TT137900"}

@article{bb141906,
        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/pattern652exp1.html#TT137901"}

@article{bb141907,
        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/pattern652exp1.html#TT137902"}

@article{bb141908,
        AUTHOR = "Temenos, A. and Tzortzis, I.N. and Kaselimi, M. and Rallis, I. and Doulamis, A. and Doulamis, N.",
        TITLE = "Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI)
and Remote Sensing",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137903"}

@article{bb141909,
        AUTHOR = "Corbiere, C. and Thome, N. and Saporta, A. and Vu, T.H. and Cord, M. and Perez, P.",
        TITLE = "Confidence Estimation via Auxiliary Models",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6043-6055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137904"}

@article{bb141910,
        AUTHOR = "Ye, F. and Bors, A.G.",
        TITLE = "Lifelong Teacher-Student Network Learning",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6280-6296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137905"}

@inproceedings{bb141911,
        AUTHOR = "Ye, F. and Bors, A.G.",
        TITLE = "Learning Latent Representations Across Multiple Data Domains Using
Lifelong VaeGAN",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XX:777-795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137906"}

@article{bb141912,
        AUTHOR = "Dietterich, T.G. and Guyer, A.",
        TITLE = "The familiarity hypothesis:
Explaining the behavior of deep open set methods",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137907"}

@article{bb141913,
        AUTHOR = "Jung, H.G. and Kang, S.H. and Kim, H.D. and Won, D.O. and Lee, S.W.",
        TITLE = "Counterfactual explanation based on gradual construction for deep
networks",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137908"}

@article{bb141914,
        AUTHOR = "Schnake, T. and Eberle, O. and Lederer, J. and Nakajima, S. and Schutt, K.T. and Muller, K.R. and Montavon, G.",
        TITLE = "Higher-Order Explanations of Graph Neural Networks via Relevant Walks",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7581-7596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137909"}

@article{bb141915,
        AUTHOR = "Giryes, R.",
        TITLE = "A Function Space Analysis of Finite Neural Networks With Insights
From Sampling Theory",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "27-37",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137910"}

@article{bb141916,
        AUTHOR = "Fu, Y.W. and Liu, C. and Li, D.H. and Zhong, Z. and Sun, X.W. and Zeng, J.S. and Yao, Y.",
        TITLE = "Exploring Structural Sparsity of Deep Networks Via Inverse Scale
Spaces",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1749-1765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137911"}

@article{bb141917,
        AUTHOR = "Wang, X. and Wu, Y.X. and Zhang, A. and Feng, F. and He, X.N. and Chua, T.S.",
        TITLE = "Reinforced Causal Explainer for Graph Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2297-2309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137912"}

@article{bb141918,
        AUTHOR = "Gautam, S. and Hohne, M.M.C. and Hansen, S. and Jenssen, R. and Kampffmeyer, M.",
        TITLE = "This looks More Like that: Enhancing Self-Explaining Models by
Prototypical Relevance Propagation",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137913"}

@article{bb141919,
        AUTHOR = "Sousa, E.V. and Vasconcelos, C.N. and Fernandes, L.A.F.",
        TITLE = "An analysis of ConformalLayers' robustness to corruptions in natural
images",
        JOURNAL = PRL,
        VOLUME = "166",
        YEAR = "2023",
        PAGES = "190-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137914"}

@article{bb141920,
        AUTHOR = "Alfarra, M. and Bibi, A. and Hammoud, H. and Gaafar, M. and Ghanem, B.",
        TITLE = "On the Decision Boundaries of Neural Networks:
A Tropical Geometry Perspective",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "5027-5037",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137915"}

@article{bb141921,
        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/pattern652exp1.html#TT137916"}

@article{bb141922,
        AUTHOR = "Yuan, H. and Yu, H.Y. and Gui, S. and Ji, S.W.",
        TITLE = "Explainability in Graph Neural Networks: A Taxonomic Survey",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5782-5799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137917"}

@article{bb141923,
        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/pattern652exp1.html#TT137918"}

@article{bb141924,
        AUTHOR = "Wickstrom, K.K. and Trosten, D.J. and Lokse, S. and Boubekki, A. and Mikalsen, K.o. and Kampffmeyer, M.C. and Jenssen, R.",
        TITLE = "RELAX: Representation Learning Explainability",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1584-1610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137919"}

@article{bb141925,
        AUTHOR = "Qiao, S.S. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
        TITLE = "Hierarchical disentangling network for object representation learning",
        JOURNAL = PR,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "109539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137920"}

@article{bb141926,
        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/pattern652exp1.html#TT137921"}

@article{bb141927,
        AUTHOR = "Lin, C.S. and Wang, Y.C.A.F.",
        TITLE = "Describe, Spot and Explain: Interpretable Representation Learning for
Discriminative Visual Reasoning",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "2481-2492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137922"}

@article{bb141928,
        AUTHOR = "Nguyen, K.P. and Treacher, A.H. and Montillo, A.A.",
        TITLE = "Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models
Improve Interpretability, Performance, and Generalization on
Clustered (non-iid) Data",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8081-8093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137923"}

@article{bb141929,
        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/pattern652exp1.html#TT137924"}

@article{bb141930,
        AUTHOR = "Wang, P. and Vasconcelos, N.M.",
        TITLE = "A Generalized Explanation Framework for Visualization of Deep
Learning Model Predictions",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9265-9283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137925"}

@article{bb141931,
        AUTHOR = "Xu, J.J. and Zhang, Z.X. and Hu, X.L.",
        TITLE = "Extracting Semantic Knowledge From GANs With Unsupervised Learning",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "9654-9668",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137926"}

@inproceedings{bb141932,
        AUTHOR = "Iida, T. and Komatsu, T. and Kaneda, K. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H. and Sugiura, K.",
        TITLE = "Visual Explanation Generation Based on Lambda Attention Branch Networks",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "II:475-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137927"}

@article{bb141933,
        AUTHOR = "Li, X. and Lei, H.J. and Zhang, L. and Wang, M.Z.",
        TITLE = "Differentiable Logic Policy for Interpretable Deep Reinforcement
Learning: A Study From an Optimization Perspective",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "11654-11667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137928"}

@article{bb141934,
        AUTHOR = "Wargnier Dauchelle, V. and Grenier, T. and Durand Dubief, F. and Cotton, F. and Sdika, M.",
        TITLE = "A Weakly Supervised Gradient Attribution Constraint for Interpretable
Classification and Anomaly Detection",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3336-3347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137929"}

@article{bb141935,
        AUTHOR = "Asnani, V. and Yin, X. and Hassner, T. and Liu, X.M.",
        TITLE = "Reverse Engineering of Generative Models:
Inferring Model Hyperparameters From Generated Images",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15477-15493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137930"}

@article{bb141936,
        AUTHOR = "Shi, W. and Zhang, W.T. and Zheng, W.S. and Wang, R.X.",
        TITLE = "PAMI: Partition Input and Aggregate Outputs for Model Interpretation",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137931"}

@article{bb141937,
        AUTHOR = "Echeberria Barrio, X. and Gil Lerchundi, A. and Mendialdua, I. and Orduna Urrutia, R.",
        TITLE = "Topological safeguard for evasion attack interpreting the neural
networks' behavior",
        JOURNAL = PR,
        VOLUME = "147",
        YEAR = "2024",
        PAGES = "110130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137932"}

@article{bb141938,
        AUTHOR = "Brocki, L. and Chung, N.C.",
        TITLE = "Feature perturbation augmentation for reliable evaluation of
importance estimators in neural networks",
        JOURNAL = PRL,
        VOLUME = "176",
        YEAR = "2023",
        PAGES = "131-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137933"}

@article{bb141939,
        AUTHOR = "Joukovsky, B. and Eldar, Y.C. and Deligiannis, N.",
        TITLE = "Interpretable Neural Networks for Video Separation:
Deep Unfolding RPCA With Foreground Masking",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "108-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137934"}

@article{bb141940,
        AUTHOR = "Dan, T.T. and Kim, M. and Kim, W.H. and Wu, G.R.",
        TITLE = "Developing Explainable Deep Model for Discovering Novel Control
Mechanism of Neuro-Dynamics",
        JOURNAL = MedImg,
        VOLUME = "43",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "427-438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137935"}

@article{bb141941,
        AUTHOR = "Apicella, A. and Isgro, F. and Prevete, R.",
        TITLE = "Hidden classification layers: Enhancing linear separability between
classes in neural networks layers",
        JOURNAL = PRL,
        VOLUME = "177",
        YEAR = "2024",
        PAGES = "69-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137936"}

@inproceedings{bb141942,
        AUTHOR = "Apicella, A. and Giugliano, S. and Isgro, F. and Prevete, R.",
        TITLE = "A General Approach to Compute the Relevance of Middle-level Input
Features",
        BOOKTITLE = EDL-AI20,
        YEAR = "2020",
        PAGES = "189-203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137937"}

@article{bb141943,
        AUTHOR = "Li, Y. and Liang, H. 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/pattern652exp1.html#TT137938"}

@article{bb141944,
        AUTHOR = "Li, Y.S. and Liang, H.J. and Zheng, H.F. and Yu, R.",
        TITLE = "CR-CAM: Generating explanations for deep neural networks by
contrasting and ranking features",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137939"}

@article{bb141945,
        AUTHOR = "Tang, J.C. and Kang, Q. and Zhou, M. 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/pattern652exp1.html#TT137940"}

@article{bb141946,
        AUTHOR = "Suresh, S. and Das, B. and Abrol, V. and Dutta Roy, S.",
        TITLE = "On characterizing the evolution of embedding space of neural networks
using algebraic topology",
        JOURNAL = PRL,
        VOLUME = "179",
        YEAR = "2024",
        PAGES = "165-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137941"}

@inproceedings{bb141947,
        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/pattern652exp1.html#TT137942"}

@inproceedings{bb141948,
        AUTHOR = "Kuttichira, D.P. and Azam, B. and Verma, B. and Rahman, A. and Wang, L. and Sattar, A.",
        TITLE = "Neural Network Feature Explanation Using Neuron Activation Rate Based
Bipartite Graph",
        BOOKTITLE = IVCNZ23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137943"}

@inproceedings{bb141949,
        AUTHOR = "Jeon, G.Y. and Jeong, H. and Choi, J.",
        TITLE = "Beyond Single Path Integrated Gradients for Reliable Input
Attribution via Randomized Path Sampling",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2052-2061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137944"}

@inproceedings{bb141950,
        AUTHOR = "Huang, W. and Zhao, X.Y. and Jin, G. and Huang, X.W.",
        TITLE = "SAFARI: Versatile and Efficient Evaluations for Robustness of
Interpretability",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1988-1998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137945"}

@inproceedings{bb141951,
        AUTHOR = "Dravid, A. and Gandelsman, Y. and Efros, A.A. and Shocher, A.",
        TITLE = "Rosetta Neurons: Mining the Common Units in a Model Zoo",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1934-1943",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137946"}

@inproceedings{bb141952,
        AUTHOR = "Srivastava, D. and Oikarinen, T. and Weng, T.W.",
        TITLE = "Corrupting Neuron Explanations of Deep Visual Features",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1877-1886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137947"}

@inproceedings{bb141953,
        AUTHOR = "Wang, X. and Wang, Z.B. and Weng, H.Q. and Guo, H.C. and Zhang, Z.F. and Jin, L. and Wei, T. and Ren, K.",
        TITLE = "Counterfactual-based Saliency Map: Towards Visual Contrastive
Explanations for Neural Networks",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2042-2051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137948"}

@inproceedings{bb141954,
        AUTHOR = "Barkan, O. and Elisha, Y. and Asher, Y. and Eshel, A. and Koenigstein, N.",
        TITLE = "Visual Explanations via Iterated Integrated Attributions",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2073-2084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137949"}

@inproceedings{bb141955,
        AUTHOR = "Wang, S.X. and Veldhuis, R. and Brune, C. and Strisciuglio, N.",
        TITLE = "What do neural networks learn in image classification? A frequency
shortcut perspective",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1433-1442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137950"}

@inproceedings{bb141956,
        AUTHOR = "Soelistyo, C.J. and Charras, G. and Lowe, A.R.",
        TITLE = "Virtual perturbations to assess explainability of deep-learning based
cell fate predictors",
        BOOKTITLE = BioIm23,
        YEAR = "2023",
        PAGES = "3973-3982",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137951"}

@inproceedings{bb141957,
        AUTHOR = "Zhang, J.W. and Farnia, F.",
        TITLE = "MoreauGrad: Sparse and Robust Interpretation of Neural Networks via
Moreau Envelope",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2021-2030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137952"}

@inproceedings{bb141958,
        AUTHOR = "Huang, Q. and Xue, M.Q. and Huang, W.Q. and Zhang, H. and Song, J. and Jing, Y.C. and Song, M.L.",
        TITLE = "Evaluation and Improvement of Interpretability for Self-Explainable
Part-Prototype Networks",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2011-2020",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137953"}

@inproceedings{bb141959,
        AUTHOR = "Sicre, R. and Zhang, H. and Dejasmin, J. and Daaloul, C. and Ayache, S. and Artieres, T.",
        TITLE = "DP-Net: Learning Discriminative Parts for Image Recognition",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1230-1234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137954"}

@inproceedings{bb141960,
        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/pattern652exp1.html#TT137955"}

@inproceedings{bb141961,
        AUTHOR = "Wang, F. and Kong, A.W.K.",
        TITLE = "A Practical Upper Bound for the Worst-Case Attribution Deviations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24616-24625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137956"}

@inproceedings{bb141962,
        AUTHOR = "Ravuri, S. and Rey, M. and Mohamed, S. and Deisenroth, M.P.",
        TITLE = "Understanding Deep Generative Models with Generalized Empirical
Likelihoods",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24395-24405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137957"}

@inproceedings{bb141963,
        AUTHOR = "Bruintjes, R.J. and Motyka, T. and van Gemert, J.",
        TITLE = "What Affects Learned Equivariance in Deep Image Recognition Models?",
        BOOKTITLE = L3D-IVU23,
        YEAR = "2023",
        PAGES = "4839-4847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137958"}

@inproceedings{bb141964,
        AUTHOR = "Ji, Y. and Wang, Y. and Kato, J.",
        TITLE = "Spatial-temporal Concept based Explanation of 3D ConvNets",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15444-15453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137959"}

@inproceedings{bb141965,
        AUTHOR = "Binder, A. and Weber, L. and Lapuschkin, S. and Montavon, G. and Muller, K.R. and Samek, W.",
        TITLE = "Shortcomings of Top-Down Randomization-Based Sanity Checks for
Evaluations of Deep Neural Network Explanations",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16143-16152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137960"}

@inproceedings{bb141966,
        AUTHOR = "Wang, B. and Li, L.Z. and Nakashima, Y. and Nagahara, H.",
        TITLE = "Learning Bottleneck Concepts in Image Classification",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "10962-10971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137961"}

@inproceedings{bb141967,
        AUTHOR = "Attaiki, S. and Ovsjanikov, M.",
        TITLE = "Understanding and Improving Features Learned in Deep Functional Maps",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "1316-1326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137962"}

@inproceedings{bb141968,
        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/pattern652exp1.html#TT137963"}

@inproceedings{bb141969,
        AUTHOR = "Pahde, F. and Yolcu, G.U. and Binder, A. and Samek, W. and Lapuschkin, S.",
        TITLE = "Optimizing Explanations by Network Canonization and Hyperparameter
Search",
        BOOKTITLE = SAIAD23,
        YEAR = "2023",
        PAGES = "3819-3828",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137964"}

@inproceedings{bb141970,
        AUTHOR = "Jeanneret, G. and Simon, L. and Jurie, F.",
        TITLE = "Diffusion Models for Counterfactual Explanations",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "VII:219-237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137965"}

@inproceedings{bb141971,
        AUTHOR = "Tayyub, J. and Sarmad, M. and Schonborn, N.",
        TITLE = "Explaining Deep Neural Networks for Point Clouds Using Gradient-based
Visualisations",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "II:155-170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137966"}

@inproceedings{bb141972,
        AUTHOR = "Li, C. and Jiang, J.Z. and Zhang, X. and Zhang, T.H. and Zhao, Y.Q. and Jiang, D.D. and Li, R.G.",
        TITLE = "Towards Interpreting Computer Vision Based on Transformation Invariant
Optimization",
        BOOKTITLE = CiV22,
        YEAR = "2022",
        PAGES = "371-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137967"}

@inproceedings{bb141973,
        AUTHOR = "Eckstein, N. and Bukhari, H. and Bates, A.S. and Jefferis, G.S.X.E. and Funke, J.",
        TITLE = "Discriminative Attribution from Paired Images",
        BOOKTITLE = BioImage22,
        YEAR = "2022",
        PAGES = "406-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137968"}

@inproceedings{bb141974,
        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/pattern652exp1.html#TT137969"}

@inproceedings{bb141975,
        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/pattern652exp1.html#TT137970"}

@inproceedings{bb141976,
        AUTHOR = "Tan, H.",
        TITLE = "Visualizing Global Explanations of Point Cloud DNNs",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4730-4739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137971"}

@inproceedings{bb141977,
        AUTHOR = "Behzadi Khormouji, H. and Oramas Mogrovejo, J.A.",
        TITLE = "A Protocol for Evaluating Model Interpretation Methods from Visual
Explanations",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "1421-1429",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137972"}

@inproceedings{bb141978,
        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/pattern652exp1.html#TT137973"}

@inproceedings{bb141979,
        AUTHOR = "Given, N.A.",
        TITLE = "Fractual Projection Forest:
Fast and Explainable Point Cloud Classifier",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4229-4238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137974"}

@inproceedings{bb141980,
        AUTHOR = "Zhang, Y.Y. and Zhong, Q.Y. and Xie, D. and Pu, S.L.",
        TITLE = "KRNet: Towards Efficient Knowledge Replay",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4772-4778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137975"}

@inproceedings{bb141981,
        AUTHOR = "Yang, P. and Wen, Z.Y. and Mian, A.",
        TITLE = "Multi-Grained Interpretable Network for Image Recognition",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3815-3821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137976"}

@inproceedings{bb141982,
        AUTHOR = "Bayer, J. and Munch, D. and Arens, M.",
        TITLE = "Deep Saliency Map Generators for Multispectral Video Classification",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3757-3764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137977"}

@inproceedings{bb141983,
        AUTHOR = "Cunico, F. and Capogrosso, L. and Setti, F. and Carra, D. and Fummi, F. and Cristani, M.",
        TITLE = "I-SPLIT: Deep Network Interpretability for Split Computing",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2575-2581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137978"}

@inproceedings{bb141984,
        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/pattern652exp1.html#TT137979"}

@inproceedings{bb141985,
        AUTHOR = "Li, H. and Li, Z. 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/pattern652exp1.html#TT137980"}

@inproceedings{bb141986,
        AUTHOR = "Cekic, M. and Bakiskan, C. and Madhow, U.",
        TITLE = "Neuro-Inspired Deep Neural Networks with Sparse, Strong Activations",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3843-3847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137981"}

@inproceedings{bb141987,
        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/pattern652exp1.html#TT137982"}

@inproceedings{bb141988,
        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/pattern652exp1.html#TT137983"}

@inproceedings{bb141989,
        AUTHOR = "Kherchouche, A. and Ben Ahmed, O. and Guillevin, C. and Tremblais, B. and Julian, A. and Guillevin, R.",
        TITLE = "MRS-XNet: An Explainable One-Dimensional Deep Neural Network for
Magnetic Spectroscopic Data Classification",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3923-3927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137984"}

@inproceedings{bb141990,
        AUTHOR = "Rao, S. and Bohle, M. and Schiele, B.",
        TITLE = "Towards Better Understanding Attribution Methods",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10213-10222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137985"}

@inproceedings{bb141991,
        AUTHOR = "Keswani, M. and Ramakrishnan, S. and Reddy, N. and Balasubramanian, V.N.",
        TITLE = "Proto2Proto: Can you recognize the car, the way I do?",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10223-10233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137986"}

@inproceedings{bb141992,
        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/pattern652exp1.html#TT137987"}

@inproceedings{bb141993,
        AUTHOR = "Chakraborty, T. and Trehan, U. and Mallat, K. and Dugelay, J.L.",
        TITLE = "Generalizing Adversarial Explanations with Grad-CAM",
        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "186-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137988"}

@inproceedings{bb141994,
        AUTHOR = "Dravid, A. and Schiffers, F. and Gong, B.Q. and Katsaggelos, A.K.",
        TITLE = "medXGAN: Visual Explanations for Medical Classifiers through a
Generative Latent Space",
        BOOKTITLE = FaDE-TCV22,
        YEAR = "2022",
        PAGES = "2935-2944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137989"}

@inproceedings{bb141995,
        AUTHOR = "Kowal, M. and Siam, M. and Islam, M.A. and Bruce, N.D.B. and Wildes, R.P. and Derpanis, K.G.",
        TITLE = "A Deeper Dive Into What Deep Spatiotemporal Networks Encode:
Quantifying Static vs. Dynamic Information",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "13979-13989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137990"}

@inproceedings{bb141996,
        AUTHOR = "Somepalli, G. and Fowl, L. and Bansal, A. and Yeh Chiang, P. and Dar, Y. and Baraniuk, R. and Goldblum, M. and Goldstein, T.",
        TITLE = "Can Neural Nets Learn the Same Model Twice? Investigating
Reproducibility and Double Descent from the Decision Boundary
Perspective",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "13689-13698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137991"}

@inproceedings{bb141997,
        AUTHOR = "Sandoval Segura, P. and Singla, V. and Fowl, L. and Geiping, J. and Goldblum, M. and Jacobs, D. and Goldstein, T.",
        TITLE = "Poisons that are learned faster are more effective",
        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "197-204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137992"}

@inproceedings{bb141998,
        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/pattern652exp1.html#TT137993"}

@inproceedings{bb141999,
        AUTHOR = "MacDonald, L.E. and Ramasinghe, S. and Lucey, S.",
        TITLE = "Enabling Equivariance for Arbitrary Lie Groups",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "8173-8182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT137994"}

Last update:Mar 25, 2024 at 16:07:51