@inproceedings{bb162600,
AUTHOR = "Faraone, J. and Fraser, N. and Blott, M. and Leong, P.H.W.",
TITLE = "SYQ: Learning Symmetric Quantization for Efficient Deep Neural
Networks",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "4300-4309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT158456"}
@inproceedings{bb162601,
AUTHOR = "Frickenstein, A. and Unger, C. and Stechele, W.",
TITLE = "Resource-Aware Optimization of DNNs for Embedded Applications",
BOOKTITLE = CRV19,
YEAR = "2019",
PAGES = "17-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT158457"}
@article{bb162602,
AUTHOR = "Chung, F.L. and Wang, S. and Deng, Z. and Hu, D.",
TITLE = "CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With
Sigmoid Activation Functions",
JOURNAL = SMC-B,
VOLUME = "36",
YEAR = "2006",
NUMBER = "6",
MONTH = "December",
PAGES = "1319-1331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158458"}
@article{bb162603,
AUTHOR = "Fan, C.X. and Li, Y. and Tian, L. and Li, Y.",
TITLE = "Rectifying Transformation Networks for Transformation-Invariant
Representations with Power Law",
JOURNAL = IEICE,
VOLUME = "E102-D",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "675-679",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158459"}
@article{bb162604,
AUTHOR = "Zhou, B. and Bau, D. and Oliva, A. and Torralba, A.B.",
TITLE = "Interpreting Deep Visual Representations via Network Dissection",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "9",
MONTH = "Sep",
PAGES = "2131-2145",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158460"}
@article{bb162605,
AUTHOR = "Liu, R.S. and Cheng, S.C. and Ma, L. and Fan, X. and Luo, Z.X.",
TITLE = "Deep Proximal Unrolling:
Algorithmic Framework, Convergence Analysis and Applications",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "5013-5026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158461"}
@article{bb162606,
AUTHOR = "Hu, S.X. and Zagoruyko, S. and Komodakis, N.",
TITLE = "Exploring weight symmetry in deep neural networks",
JOURNAL = CVIU,
VOLUME = "187",
YEAR = "2019",
PAGES = "102786",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158462"}
@article{bb162607,
AUTHOR = "Gao, X.J. and Zhang, Z. and Mu, T.T. and Zhang, X.D. and Cui, C.R. and Wang, M.",
TITLE = "Self-attention driven adversarial similarity learning network",
JOURNAL = PR,
VOLUME = "105",
YEAR = "2020",
PAGES = "107331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158463"}
@article{bb162608,
AUTHOR = "Fu, W.J. and Wang, M. and Du, M.N. and Liu, N.H. and Hao, S.J. and Hu, X.",
TITLE = "Differentiated Explanation of Deep Neural Networks With Skewed
Distributions",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "2909-2922",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158464"}
@article{bb162609,
AUTHOR = "Rickmann, A.M. and Roy, A.G. and Sarasua, I. and Wachinger, C.",
TITLE = "Recalibrating 3D ConvNets With Project Excite",
JOURNAL = MedImg,
VOLUME = "39",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "2461-2471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158465"}
@inproceedings{bb162610,
AUTHOR = "Sarasua, I. and Polsterl, S. and Wachinger, C.",
TITLE = "Recalibration of Neural Networks for Point Cloud Analysis",
BOOKTITLE = "3DV20",
YEAR = "2020",
PAGES = "443-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158466"}
@article{bb162611,
AUTHOR = "Wang, Y. and Su, H. and Zhang, B. and Hu, X.",
TITLE = "Learning Reliable Visual Saliency For Model Explanations",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1796-1807",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158467"}
@article{bb162612,
AUTHOR = "Patro, B.N. and Lunayach, M. and Namboodiri, V.P.",
TITLE = "Uncertainty Class Activation Map (U-CAM) Using Gradient Certainty
Method",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "1910-1924",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158468"}
@inproceedings{bb162613,
AUTHOR = "Patro, B.N. and Lunayach, M. and Patel, S. and Namboodiri, V.P.",
TITLE = "U-CAM:
Visual Explanation Using Uncertainty Based Class Activation Maps",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "7443-7452",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158469"}
@article{bb162614,
AUTHOR = "Monga, V. and Li, Y. and Eldar, Y.C.",
TITLE = "Algorithm Unrolling: Interpretable, Efficient Deep Learning for
Signal and Image Processing",
JOURNAL = SPMag,
VOLUME = "38",
YEAR = "2021",
NUMBER = "2",
MONTH = "March",
PAGES = "18-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158470"}
@article{bb162615,
AUTHOR = "Van Luong, H. and Joukovsky, B. and Deligiannis, N.",
TITLE = "Designing Interpretable Recurrent Neural Networks for Video
Reconstruction via Deep Unfolding",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "4099-4113",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158471"}
@article{bb162616,
AUTHOR = "La Gatta, V. and Moscato, V. and Postiglione, M. and Sperli, G.",
TITLE = "PASTLE: Pivot-aided space transformation for local explanations",
JOURNAL = PRL,
VOLUME = "149",
YEAR = "2021",
PAGES = "67-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158472"}
@article{bb162617,
AUTHOR = "Dazeley, R. and Vamplew, P. and Foale, C. and Young, C. and Aryal, S.I. and Cruz, F.",
TITLE = "Levels of explainable artificial intelligence for human-aligned
conversational explanations",
JOURNAL = AI,
VOLUME = "299",
YEAR = "2021",
PAGES = "103525",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158473"}
@article{bb162618,
AUTHOR = "Yang, Z.B. and Zhang, A. and Sudjianto, A.",
TITLE = "GAMI-Net: An explainable neural network based on generalized additive
models with structured interactions",
JOURNAL = PR,
VOLUME = "120",
YEAR = "2021",
PAGES = "108192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158474"}
@article{bb162619,
AUTHOR = "Ivanovs, M. and Kadikis, R. and Ozols, K.",
TITLE = "Perturbation-based methods for explaining deep neural networks:
A survey",
JOURNAL = PRL,
VOLUME = "150",
YEAR = "2021",
PAGES = "228-234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158475"}
@article{bb162620,
AUTHOR = "Zhu, S. and Yang, T. and Chen, C.",
TITLE = "Visual Explanation for Deep Metric Learning",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "7593-7607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158476"}
@article{bb162621,
AUTHOR = "Cui, Y. and Du, Y.T. and Wang, X. and Wang, H. and Su, C.",
TITLE = "Leveraging attention-based visual clue extraction for image
classification",
JOURNAL = IET-IPR,
VOLUME = "15",
YEAR = "2021",
NUMBER = "12",
PAGES = "2937-2947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158477"}
@article{bb162622,
AUTHOR = "Dombrowski, A.K. and Anders, C.J. and Muller, K.R. and Kessel, P.",
TITLE = "Towards robust explanations for deep neural networks",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108194",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158478"}
@article{bb162623,
AUTHOR = "Losch, M.M. and Fritz, M. and Schiele, B.",
TITLE = "Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep
Representations",
JOURNAL = IJCV,
VOLUME = "129",
YEAR = "2021",
NUMBER = "11",
MONTH = "November",
PAGES = "3136-3153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158479"}
@inproceedings{bb162624,
AUTHOR = "Schiele, B. and Fritz, M. and Losch, M.M.",
TITLE = "Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep
Representations",
BOOKTITLE = GCPR20,
YEAR = "2020",
PAGES = "15-29",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158479"}
@article{bb162625,
AUTHOR = "Kook, L. and Herzog, L. and Hothorn, T. and Durr, O. and Sick, B.",
TITLE = "Deep and interpretable regression models for ordinal outcomes",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158480"}
@article{bb162626,
AUTHOR = "Kim, J. and Kim, S. and Kim, S.T. and Ro, Y.M.",
TITLE = "Robust Perturbation for Visual Explanation: Cross-Checking Mask
Optimization to Avoid Class Distortion",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "301-313",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158481"}
@article{bb162627,
AUTHOR = "Sokolovska, N. and Behbahani, Y.M.",
TITLE = "Vanishing boosted weights: A consistent algorithm to learn
interpretable rules",
JOURNAL = PRL,
VOLUME = "152",
YEAR = "2021",
PAGES = "63-69",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158482"}
@article{bb162628,
AUTHOR = "Narwaria, M.",
TITLE = "Does explainable machine learning uncover the black box in vision
applications?",
JOURNAL = IVC,
VOLUME = "118",
YEAR = "2022",
PAGES = "104353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158483"}
@article{bb162629,
AUTHOR = "Ben Sahel, Y. and Bryan, J.P. and Cleary, B. and Farhi, S.L. and Eldar, Y.C.",
TITLE = "Deep Unrolled Recovery in Sparse Biological Imaging:
Achieving fast, accurate results",
JOURNAL = SPMag,
VOLUME = "39",
YEAR = "2022",
NUMBER = "2",
MONTH = "March",
PAGES = "45-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158484"}
@article{bb162630,
AUTHOR = "Zheng, T.Y. and Wang, Q. and Shen, Y. and Ma, X. and Lin, X.T.",
TITLE = "High-resolution rectified gradient-based visual explanations for
weakly supervised segmentation",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108724",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158485"}
@article{bb162631,
AUTHOR = "Cooper, J. and Arandjelovic, O. and Harrison, D.J.",
TITLE = "Believe the HiPe: Hierarchical perturbation for fast, robust, and
model-agnostic saliency mapping",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108743",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158486"}
@article{bb162632,
AUTHOR = "Mochaourab, R. and Venkitaraman, A. and Samsten, I. and Papapetrou, P. and Rojas, C.R.",
TITLE = "Post Hoc Explainability for Time Series Classification:
Toward a signal processing perspective",
JOURNAL = SPMag,
VOLUME = "39",
YEAR = "2022",
NUMBER = "4",
MONTH = "July",
PAGES = "119-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158487"}
@article{bb162633,
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#TT158488"}
@article{bb162634,
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#TT158489"}
@article{bb162635,
AUTHOR = "Al Regib, 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#TT158490"}
@article{bb162636,
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#TT158491"}
@article{bb162637,
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#TT158492"}
@article{bb162638,
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#TT158493"}
@article{bb162639,
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#TT158494"}
@article{bb162640,
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#TT158495"}
@article{bb162641,
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#TT158496"}
@article{bb162642,
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#TT158497"}
@article{bb162643,
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#TT158498"}
@article{bb162644,
AUTHOR = "Fu, Y.W. and Liu, C. and Li, D.H. and Zhong, Z.Y. 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#TT158499"}
@article{bb162645,
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#TT158500"}
@article{bb162646,
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#TT158501"}
@article{bb162647,
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#TT158502"}
@article{bb162648,
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#TT158503"}
@article{bb162649,
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#TT158504"}
@article{bb162650,
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#TT158505"}
@article{bb162651,
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#TT158506"}
@article{bb162652,
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#TT158507"}
@article{bb162653,
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#TT158508"}
@article{bb162654,
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#TT158509"}
@article{bb162655,
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#TT158510"}
@inproceedings{bb162656,
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#TT158511"}
@article{bb162657,
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#TT158512"}
@article{bb162658,
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#TT158513"}
@article{bb162659,
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#TT158514"}
@article{bb162660,
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#TT158515"}
@article{bb162661,
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#TT158516"}
@article{bb162662,
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#TT158517"}
@article{bb162663,
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#TT158518"}
@article{bb162664,
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#TT158519"}
@article{bb162665,
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#TT158520"}
@inproceedings{bb162666,
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#TT158521"}
@article{bb162667,
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#TT158522"}
@article{bb162668,
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#TT158523"}
@article{bb162669,
AUTHOR = "Peng, Y.T. and He, L.H. and Hu, D. and Liu, Y.H. and Yang, L.Z. and Shang, S.H.",
TITLE = "Hierarchical Dynamic Masks for Visual Explanation of Neural Networks",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "5311-5325",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158524"}
@article{bb162670,
AUTHOR = "Dombrowski, A.K. and Gerken, J.E. and Muller, K.R. and Kessel, P.",
TITLE = "Diffeomorphic Counterfactuals With Generative Models",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3257-3274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158525"}
@article{bb162671,
AUTHOR = "Wang, J.Q. and Liu, H.F. and Jing, L.P.",
TITLE = "Transparent Embedding Space for Interpretable Image Recognition",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3204-3219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158526"}
@inproceedings{bb162672,
AUTHOR = "Wang, J.Q. and Liu, H.F. and Wang, X.Y. and Jing, L.P.",
TITLE = "Interpretable Image Recognition by Constructing Transparent Embedding
Space",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "875-884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158527"}
@article{bb162673,
AUTHOR = "Luo, J.Q. and Xu, S.X.",
TITLE = "NCART: Neural Classification and Regression Tree for tabular data",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110578",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158528"}
@article{bb162674,
AUTHOR = "Islam, M.T. and Xing, L.",
TITLE = "Deciphering the Feature Representation of Deep Neural Networks for
High-Performance AI",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "5273-5287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158529"}
@article{bb162675,
AUTHOR = "Remusati, H. and Caillec, J.M.L. and Schneider, J.Y. and Petit Frere, J. and Merlet, T.",
TITLE = "Generative Adversarial Networks for SAR Automatic Target Recognition
and Classification Models Enhanced Explainability: Perspectives and
Challenges",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "14",
PAGES = "2569",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158530"}
@article{bb162676,
AUTHOR = "Valle, M.E.",
TITLE = "Understanding Vector-Valued Neural Networks and Their Relationship
With Real and Hypercomplex-Valued Neural Networks: Incorporating
intercorrelation between features into neural networks",
JOURNAL = SPMag,
VOLUME = "41",
YEAR = "2024",
NUMBER = "3",
MONTH = "May",
PAGES = "49-58",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158531"}
@article{bb162677,
AUTHOR = "Shin, Y.M. and Kim, S.W. and Shin, W.Y.",
TITLE = "PAGE: Prototype-Based Model-Level Explanations for Graph Neural
Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "6559-6576",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158532"}
@article{bb162678,
AUTHOR = "Zhuo, Y. and Ge, Z.Q.",
TITLE = "IG2: Integrated Gradient on Iterative Gradient Path for Feature
Attribution",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "7173-7190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158533"}
@article{bb162679,
AUTHOR = "Chormai, P. and Herrmann, J. and Muller, K.R. and Montavon, G.",
TITLE = "Disentangled Explanations of Neural Network Predictions by Finding
Relevant Subspaces",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "7283-7299",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158534"}
@article{bb162680,
AUTHOR = "Su, X.Z. and Qiang, W.W. and Hu, J. and Zheng, C.W. and Wu, F.G. and Sun, F.C.",
TITLE = "Intriguing Property and Counterfactual Explanation of GAN for Remote
Sensing Image Generation",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "5192-5216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158535"}
@article{bb162681,
AUTHOR = "Xiao, T.X. and Zhang, W. and Cheng, Y.X. and Suo, J.",
TITLE = "HOPE: High-Order Polynomial Expansion of Black-Box Neural Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7924-7939",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158536"}
@article{bb162682,
AUTHOR = "Kowal, M. and Siam, M. and Islam, M.A. and Bruce, N.D.B. and Wildes, R.P. and Derpanis, K.G.",
TITLE = "Quantifying and Learning Static vs. Dynamic Information in Deep
Spatiotemporal Networks",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "190-205",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158537"}
@inproceedings{bb162683,
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#TT158538"}
@article{bb162684,
AUTHOR = "Wu, H.F. and Jiang, H. and Wang, K. and Tang, Z. and He, X.H. and Lin, L.",
TITLE = "Improving Network Interpretability via Explanation Consistency
Evaluation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "11261-11273",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158539"}
@article{bb162685,
AUTHOR = "Batreddy, S. and Mishra, P. and Kakarla, Y. and Siripuram, A.",
TITLE = "Inpainting-Driven Graph Learning via Explainable Neural Networks",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "111-115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158540"}
@article{bb162686,
AUTHOR = "Nam, W.J. and Lee, S.W.",
TITLE = "Illuminating Salient Contributions in Neuron Activation With
Attribution Equilibrium",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1120-1131",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158541"}
@article{bb162687,
AUTHOR = "Zhang, R. and Du, X. and Yan, J.C. and Zhang, S.H.",
TITLE = "The Decoupling Concept Bottleneck Model",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1250-1265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158542"}
@article{bb162688,
AUTHOR = "Rong, Y.B.",
TITLE = "Identifying Patterns for Convolutional Neural Networks in Regression
Tasks to Make Specific Predictions via Genetic Algorithms",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "626-630",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158543"}
@article{bb162689,
AUTHOR = "Liu, W.Q. and Liu, M.H. and Zheng, S.J. and Shen, S.Q. and Bian, X.S. and Zang, Y. and Zhong, P. and Wang, C.",
TITLE = "Interpreting Hidden Semantics in the Intermediate Layers of 3D Point
Cloud Classification Neural Network",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "965-977",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158544"}
@article{bb162690,
AUTHOR = "Ning, C. and Gan, H.P.",
TITLE = "SS ViT: Observing pathologies of multi-layer perceptron weights and
re-setting vision transformer",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158545"}
@article{bb162691,
AUTHOR = "Chen, Y.M. and Wang, B. and Su, C.S. and Li, A. and Li, G. and Tang, Y.X.",
TITLE = "Striving for understanding: Deconstructing neural networks in
side-channel analysis",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158546"}
@article{bb162692,
AUTHOR = "Wang, T.J. and Bao, C.L. and Shi, Z.Q.",
TITLE = "Convection-Diffusion Equation: A Theoretically Certified Framework
for Neural Networks",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "4170-4182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158547"}
@article{bb162693,
AUTHOR = "Nieradzik, L. and Stephani, H. and Keuper, J.",
TITLE = "Reliable Evaluation of Attribution Maps in CNNs:
A Perturbation-Based Approach",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2392-2409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158548"}
@article{bb162694,
AUTHOR = "Han, S.H. and Choi, H.J.",
TITLE = "Attribute-guided Relevance Propagation for interpreting image
classifier based on Deep Neural Networks",
JOURNAL = CVIU,
VOLUME = "258",
YEAR = "2025",
PAGES = "104370",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158549"}
@article{bb162695,
AUTHOR = "Wu, W.H. and Ye, C.M. and Liao, X.F.",
TITLE = "Seg-Cam: Enhancing interpretability analysis in segmentation networks",
JOURNAL = JVCIR,
VOLUME = "110",
YEAR = "2025",
PAGES = "104467",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158550"}
@article{bb162696,
AUTHOR = "Chen, T.R. and Zhang, L. and Guo, W.W. and Zhang, Z.H. and Datcu, M.",
TITLE = "Analyzing the Adversarial Robustness and Interpretability of Deep SAR
Classification Models: A Comprehensive Examination of Their Reliability",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "11",
PAGES = "1943",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158551"}
@article{bb162697,
AUTHOR = "Mikriukov, G. and Schwalbe, G. and Bade, K.",
TITLE = "Local Concept Embeddings for Analysis of Concept Distributions in
Vision DNN Feature Spaces",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "5649-5699",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158552"}
@article{bb162698,
AUTHOR = "Bade, K. and Schwalbe, G. and Mikriukov, G.",
TITLE = "Local Concept Embeddings for Analysis of Concept Distributions in
Vision DNN Feature Spaces",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "7511-7511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158552"}
@article{bb162699,
AUTHOR = "Akpudo, U.E. and Gao, Y.S. and Zhou, J. and Lewis, A.",
TITLE = "CoPISan: Contrastive Perceptual Inference and Sanity Checks for
Concept-Based CNN Explanations",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8193-8212",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT158553"}
Last update:Aug 19, 2026 at 13:26:35