@inproceedings{bb114500,
AUTHOR = "Guo, Q.S. and Wang, X.J. and Wu, Y.C. and Yu, Z.P. and Liang, D. and Hu, X.L. and Luo, P.",
TITLE = "Online Knowledge Distillation via Collaborative Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "11017-11026",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110723"}
@inproceedings{bb114501,
AUTHOR = "Li, T. and Li, J. and Liu, Z. and Zhang, C.",
TITLE = "Few Sample Knowledge Distillation for Efficient Network Compression",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "14627-14635",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110724"}
@inproceedings{bb114502,
AUTHOR = "Wang, D. and Li, Y. and Wang, L. and Gong, B.",
TITLE = "Neural Networks Are More Productive Teachers Than Human Raters:
Active Mixup for Data-Efficient Knowledge Distillation From a
Blackbox Model",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1495-1504",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110725"}
@inproceedings{bb114503,
AUTHOR = "Farhadi, M. and Yang, Y.Z.",
TITLE = "TKD: Temporal Knowledge Distillation for Active Perception",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "942-951",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110726"}
@inproceedings{bb114504,
AUTHOR = "Seddik, M.E.A. and Essafi, H. and Benzine, A. and Tamaazousti, M.",
TITLE = "Lightweight Neural Networks From PCA LDA Based Distilled Dense Neural
Networks",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "3060-3064",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110727"}
@inproceedings{bb114505,
AUTHOR = "Tung, F. and Mori, G.",
TITLE = "Similarity-Preserving Knowledge Distillation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "1365-1374",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110728"}
@inproceedings{bb114506,
AUTHOR = "Zhang, M.Y. and Song, G.L. and Zhou, H. and Liu, Y.",
TITLE = "Discriminability Distillation in Group Representation Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "X:1-19",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110729"}
@inproceedings{bb114507,
AUTHOR = "Jin, X. and Peng, B.Y. and Wu, Y.C. and Liu, Y. and Liu, J.H. and Liang, D. and Yan, J.J. and Hu, X.L.",
TITLE = "Knowledge Distillation via Route Constrained Optimization",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "1345-1354",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110730"}
@inproceedings{bb114508,
AUTHOR = "Mullapudi, R.T. and Chen, S. and Zhang, K. and Ramanan, D. and Fatahalian, K.",
TITLE = "Online Model Distillation for Efficient Video Inference",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3572-3581",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110731"}
@inproceedings{bb114509,
AUTHOR = "Zhang, L. and Song, J. and Gao, A. and Chen, J. and Bao, C. and Ma, K.",
TITLE = "Be Your Own Teacher: Improve the Performance of Convolutional Neural
Networks via Self Distillation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3712-3721",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110732"}
@inproceedings{bb114510,
AUTHOR = "Cho, J.H. and Hariharan, B.",
TITLE = "On the Efficacy of Knowledge Distillation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4793-4801",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110733"}
@inproceedings{bb114511,
AUTHOR = "Peng, B. and Jin, X. and Li, D. and Zhou, S. and Wu, Y. and Liu, J. and Zhang, Z. and Liu, Y.",
TITLE = "Correlation Congruence for Knowledge Distillation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "5006-5015",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110734"}
@inproceedings{bb114512,
AUTHOR = "Vongkulbhisal, J. and Vinayavekhin, P. and Visentini Scarzanella, M.",
TITLE = "Unifying Heterogeneous Classifiers With Distillation",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "3170-3179",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110735"}
@inproceedings{bb114513,
AUTHOR = "Yan, M. and Zhao, M. and Xu, Z. and Zhang, Q. and Wang, G. and Su, Z.",
TITLE = "VarGFaceNet: An Efficient Variable Group Convolutional Neural Network
for Lightweight Face Recognition",
BOOKTITLE = LFR19,
YEAR = "2019",
PAGES = "2647-2654",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110736"}
@inproceedings{bb114514,
AUTHOR = "Yoshioka, K. and Lee, E. and Wong, S. and Horowitz, M.",
TITLE = "Dataset Culling: Towards Efficient Training of Distillation-Based
Domain Specific Models",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3237-3241",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110737"}
@inproceedings{bb114515,
AUTHOR = "Yang, C.L. and Xie, L.X. and Su, C. and Yuille, A.L.",
TITLE = "Snapshot Distillation: Teacher-Student Optimization in One Generation",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2854-2863",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110738"}
@inproceedings{bb114516,
AUTHOR = "Kundu, J.N. and Lakkakula, N. and Radhakrishnan, V.B.",
TITLE = "UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial
Cross-Task Distillation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "1436-1445",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110739"}
@inproceedings{bb114517,
AUTHOR = "Park, W. and Kim, D.J. and Lu, Y. and Cho, M.",
TITLE = "Relational Knowledge Distillation",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "3962-3971",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110740"}
@inproceedings{bb114518,
AUTHOR = "Liu, Y.F. and Cao, J.J. and Li, B. and Yuan, C.F. and Hu, W.M. and Li, Y.X. and Duan, Y.Q.",
TITLE = "Knowledge Distillation via Instance Relationship Graph",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "7089-7097",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110741"}
@inproceedings{bb114519,
AUTHOR = "Ahn, S.S. and Hu, S.X. and Damianou, A. and Lawrence, N.D. and Dai, Z.W.",
TITLE = "Variational Information Distillation for Knowledge Transfer",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "9155-9163",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110742"}
@inproceedings{bb114520,
AUTHOR = "Minami, S. and Yamashita, T. and Fujiyoshi, H.",
TITLE = "Gradual Sampling Gate for Bidirectional Knowledge Distillation",
BOOKTITLE = MVA19,
YEAR = "2019",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110743"}
@inproceedings{bb114521,
AUTHOR = "Chen, W.C. and Chang, C.C. and Lee, C.R.",
TITLE = "Knowledge Distillation with Feature Maps for Image Classification",
BOOKTITLE = ACCV18,
YEAR = "2018",
PAGES = "III:200-215",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110744"}
@inproceedings{bb114522,
AUTHOR = "Hou, S.H. and Pan, X.Y. and Loy, C.C. and Wang, Z.L. and Lin, D.H.",
TITLE = "Lifelong Learning via Progressive Distillation and Retrospection",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "III: 452-467",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110745"}
@inproceedings{bb114523,
AUTHOR = "Pintea, S.L. and Liu, Y. and van Gemert, J.C.",
TITLE = "Recurrent Knowledge Distillation",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3393-3397",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110746"}
@inproceedings{bb114524,
AUTHOR = "Lee, S.H. and Kim, D.H. and Song, B.C.",
TITLE = "Self-supervised Knowledge Distillation Using Singular Value
Decomposition",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VI: 339-354",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110747"}
@inproceedings{bb114525,
AUTHOR = "Yim, J. and Joo, D. and Bae, J. and Kim, J.",
TITLE = "A Gift from Knowledge Distillation: Fast Optimization, Network
Minimization and Transfer Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "7130-7138",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110748"}
@inproceedings{bb114526,
AUTHOR = "Gupta, S. and Hoffman, J. and Malik, J.",
TITLE = "Cross Modal Distillation for Supervision Transfer",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2827-2836",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT110749"}
@article{bb114527,
AUTHOR = "Wellman, M.P. and Henrion, M.",
TITLE = "Explaining 'explaining away'",
JOURNAL = PAMI,
VOLUME = "15",
YEAR = "1993",
NUMBER = "3",
MONTH = "March",
PAGES = "287-292",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110750"}
@article{bb114528,
AUTHOR = "Montavon, G. and Lapuschkin, S. and Binder, A. and Samek, W. and Muller, K.R.",
TITLE = "Explaining Nonlinear Classification Decisions with Deep Taylor
Decomposition",
JOURNAL = PR,
VOLUME = "65",
YEAR = "2017",
NUMBER = "1",
PAGES = "211-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110751"}
@inproceedings{bb114529,
AUTHOR = "Lapuschkin, S. and Binder, A. and Montavon, G. and Muller, K.R. and Samek, W.",
TITLE = "Analyzing Classifiers: Fisher Vectors and Deep Neural Networks",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2912-2920",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110752"}
@article{bb114530,
AUTHOR = "Jung, A. and Nardelli, P.H.J.",
TITLE = "An Information-Theoretic Approach to Personalized Explainable Machine
Learning",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "825-829",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110753"}
@article{bb114531,
AUTHOR = "Munoz Romero, S. and Gorostiaga, A. and Soguero Ruiz, C. and Mora Jimenez, I. and Rojo Alvarez, J.L.",
TITLE = "Informative variable identifier:
Expanding interpretability in feature selection",
JOURNAL = PR,
VOLUME = "98",
YEAR = "2020",
PAGES = "107077",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110754"}
@article{bb114532,
AUTHOR = "Kauffmann, J. and Muller, K.R. and Montavon, G.",
TITLE = "Towards explaining anomalies:
A deep Taylor decomposition of one-class models",
JOURNAL = PR,
VOLUME = "101",
YEAR = "2020",
PAGES = "107198",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110755"}
@article{bb114533,
AUTHOR = "Yeom, S.K. and Seegerer, P. and Lapuschkin, S. and Binder, A. and Wiedemann, S. and Muller, K.R. and Samek, W.",
TITLE = "Pruning by Explaining:
A Novel Criterion for Deep Neural Network Pruning",
JOURNAL = PR,
VOLUME = "115",
YEAR = "2021",
PAGES = "107899",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110756"}
@article{bb114534,
AUTHOR = "Pierrard, R. and Poli, J.P. and Hudelot, C.",
TITLE = "Spatial relation learning for explainable image classification and
annotation in critical applications",
JOURNAL = AI,
VOLUME = "292",
YEAR = "2021",
PAGES = "103434",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110757"}
@article{bb114535,
AUTHOR = "Langer, M. and Oster, D. and Speith, T. and Hermanns, H. and Kastner, L. and Schmidt, E. and Sesing, A. and Baum, K.",
TITLE = "What do we want from Explainable Artificial Intelligence (XAI)?:
A stakeholder perspective on XAI and a conceptual model guiding
interdisciplinary XAI research",
JOURNAL = AI,
VOLUME = "296",
YEAR = "2021",
PAGES = "103473",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110758"}
@article{bb114536,
AUTHOR = "Rio Torto, I. and Fernandes, K. and Teixeira, L.F.",
TITLE = "Understanding the decisions of CNNs: An in-model approach",
JOURNAL = PRL,
VOLUME = "133",
YEAR = "2020",
PAGES = "373-380",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110759"}
@article{bb114537,
AUTHOR = "Mokoena, T. and Celik, T. and Marivate, V.",
TITLE = "Why is this an anomaly? Explaining anomalies using sequential
explanations",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108227",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110760"}
@article{bb114538,
AUTHOR = "Anjomshoae, S. and Omeiza, D. and Jiang, L.",
TITLE = "Context-based image explanations for deep neural networks",
JOURNAL = IVC,
VOLUME = "116",
YEAR = "2021",
PAGES = "104310",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110761"}
@inproceedings{bb114539,
AUTHOR = "Sattarzadeh, S. and Sudhakar, M. and Plataniotis, K.N.",
TITLE = "SVEA: A Small-scale Benchmark for Validating the Usability of
Post-hoc Explainable AI Solutions in Image and Signal Recognition",
BOOKTITLE = HTCV21,
YEAR = "2021",
PAGES = "4141-4150",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110762"}
@article{bb114540,
AUTHOR = "Teneggi, J. and Luster, A. and Sulam, J.",
TITLE = "Fast Hierarchical Games for Image Explanations",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4494-4503",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110763"}
@article{bb114541,
AUTHOR = "Chattopadhyay, A. and Slocum, S. and Haeffele, B.D. and Vidal, R. and Geman, D.",
TITLE = "Interpretable by Design:
Learning Predictors by Composing Interpretable Queries",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7430-7443",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110764"}
@inproceedings{bb114542,
AUTHOR = "Riva, M. and Gori, P. and Yger, F. and Bloch, I.",
TITLE = "Is the U-NET Directional-Relationship Aware?",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3391-3395",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110765"}
@inproceedings{bb114543,
AUTHOR = "Teney, D. and Peyrard, M. and Abbasnejad, E.",
TITLE = "Predicting Is Not Understanding: Recognizing and Addressing
Underspecification in Machine Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIII:458-476",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110766"}
@inproceedings{bb114544,
AUTHOR = "Sovatzidi, G. and Vasilakakis, M.D. and Iakovidis, D.K.",
TITLE = "Automatic Fuzzy Graph Construction For Interpretable Image
Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3743-3747",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110767"}
@inproceedings{bb114545,
AUTHOR = "Chari, P. and Ba, Y.H. and Athreya, S. and Kadambi, A.",
TITLE = "MIME:
Minority Inclusion for Majority Group Enhancement of AI Performance",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIII:326-343",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110768"}
@inproceedings{bb114546,
AUTHOR = "Deng, A. and Li, S. and Xiong, M. and Chen, Z. and Hooi, B.",
TITLE = "Trust, but Verify:
Using Self-supervised Probing to Improve Trustworthiness",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XIII:361-377",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110769"}
@inproceedings{bb114547,
AUTHOR = "Rymarczyk, D. and Struski, L. and Gorszczak, M. and Lewandowska, K. and Tabor, J. and Zielinski, B.",
TITLE = "Interpretable Image Classification with Differentiable Prototypes
Assignment",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:351-368",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110770"}
@inproceedings{bb114548,
AUTHOR = "Vandenhende, S. and Mahajan, D. and Radenovic, F. and Ghadiyaram, D.",
TITLE = "Making Heads or Tails:
Towards Semantically Consistent Visual Counterfactuals",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:261-279",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110771"}
@inproceedings{bb114549,
AUTHOR = "Kim, S.S.Y. and Meister, N. and Ramaswamy, V.V. and Fong, R. and Russakovsky, O.",
TITLE = "HIVE: Evaluating the Human Interpretability of Visual Explanations",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:280-298",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110772"}
@inproceedings{bb114550,
AUTHOR = "Jacob, P. and Zablocki, E. and Ben Younes, H. and Chen, M. and Perez, P. and Cord, M.",
TITLE = "STEEX: Steering Counterfactual Explanations with Semantics",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:387-403",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110773"}
@inproceedings{bb114551,
AUTHOR = "Machiraju, G. and Plevritis, S. and Mallick, P.",
TITLE = "A Dataset Generation Framework for Evaluating Megapixel Image
Classifiers and Their Explanations",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:422-442",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110774"}
@inproceedings{bb114552,
AUTHOR = "Kolek, S. and Nguyen, D.A. and Levie, R. and Bruna, J. and Kutyniok, G.",
TITLE = "Cartoon Explanations of Image Classifiers",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:443-458",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110775"}
@inproceedings{bb114553,
AUTHOR = "Motzkus, F. and Weber, L. and Lapuschkin, S.",
TITLE = "Measurably Stronger Explanation Reliability Via Model Canonization",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "516-520",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110776"}
@inproceedings{bb114554,
AUTHOR = "Yang, G. and Rao, A. and Fernandez Maloigne, C. and Calhoun, V. and Menegaz, G.",
TITLE = "Explainable AI (XAI) In Biomedical Signal and Image Processing:
Promises and Challenges",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1531-1535",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110777"}
@inproceedings{bb114555,
AUTHOR = "Paiss, R. and Chefer, H. and Wolf, L.B.",
TITLE = "No Token Left Behind: Explainability-Aided Image Classification and
Generation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:334-350",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110778"}
@inproceedings{bb114556,
AUTHOR = "Khorram, S. and Li, F.X.",
TITLE = "Cycle-Consistent Counterfactuals by Latent Transformations",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10193-10202",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110779"}
@inproceedings{bb114557,
AUTHOR = "Hepburn, A. and Santos Rodriguez, R.",
TITLE = "Explainers in the Wild: Making Surrogate Explainers Robust to
Distortions Through Perception",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3717-3721",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110780"}
@inproceedings{bb114558,
AUTHOR = "Palacio, S. and Lucieri, A. and Munir, M. and Ahmed, S. and Hees, J. and Dengel, A.",
TITLE = "XAI Handbook: Towards a Unified Framework for Explainable AI",
BOOKTITLE = RPRMI21,
YEAR = "2021",
PAGES = "3759-3768",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110781"}
@inproceedings{bb114559,
AUTHOR = "Vierling, A. and James, C. and Berns, K. and Katsaouni, N.",
TITLE = "Provable Translational Robustness for Object Detection With
Convolutional Neural Networks",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "694-698",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110782"}
@inproceedings{bb114560,
AUTHOR = "Ortega, A. and Fierrez, J. and Morales, A. and Wang, Z.L. and Ribeiro, T.",
TITLE = "Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair
and Explainable Automatic Recruitment",
BOOKTITLE = WACVW21,
YEAR = "2021",
PAGES = "78-87",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110783"}
@inproceedings{bb114561,
AUTHOR = "Kwon, H.J. and Koo, H.I. and Cho, N.I.",
TITLE = "Improving Explainability of Integrated Gradients with Guided
Non-Linearity",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "385-391",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110784"}
@inproceedings{bb114562,
AUTHOR = "Fuhl, W. and Rong, Y. and Motz, T. and Scheidt, M. and Hartel, A. and Koch, A. and Kasneci, E.",
TITLE = "Explainable Online Validation of Machine Learning Models for
Practical Applications",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3304-3311",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110785"}
@inproceedings{bb114563,
AUTHOR = "Manttari, J. and Broome, S. and Folkesson, J. and Kjellstrom, H.",
TITLE = "Interpreting Video Features: A Comparison of 3d Convolutional Networks
and Convolutional LSTM Networks",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "V:411-426",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110786"}
@inproceedings{bb114564,
AUTHOR = "Oussalah, M.",
TITLE = "Ai Explainability. A Bridge Between Machine Vision and Natural Language
Processing",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "257-273",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110787"}
@inproceedings{bb114565,
AUTHOR = "Petkovic, D. and Alavi, A. and Cai, D. and Wong, M.",
TITLE = "Random Forest Model and Sample Explainer for Non-experts in Machine
Learning: Two Case Studies",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "62-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110788"}
@inproceedings{bb114566,
AUTHOR = "Muddamsetty, S.M. and Jahromi, M.N.S. and Moeslund, T.B.",
TITLE = "Expert Level Evaluations for Explainable Ai (XAI) Methods in the
Medical Domain",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "35-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110789"}
@inproceedings{bb114567,
AUTHOR = "Muddamsetty, S.M. and Mohammad, N.S.J. and Moeslund, T.B.",
TITLE = "SIDU: Similarity Difference And Uniqueness Method for Explainable AI",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "3269-3273",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110790"}
@inproceedings{bb114568,
AUTHOR = "Sun, Y.C. and Chockler, H. and Huang, X.W. and Kroening, D.",
TITLE = "Explaining Image Classifiers Using Statistical Fault Localization",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVIII:391-406",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110791"}
@inproceedings{bb114569,
AUTHOR = "Choi, H. and Som, A. and Turaga, P.",
TITLE = "AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability
in Image Classification",
BOOKTITLE = Diff-CVML20,
YEAR = "2020",
PAGES = "3659-3666",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110792"}
@inproceedings{bb114570,
AUTHOR = "Parafita, A. and Vitria, J.",
TITLE = "Explaining Visual Models by Causal Attribution",
BOOKTITLE = VXAI19,
YEAR = "2019",
PAGES = "4167-4175",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110793"}
@inproceedings{bb114571,
AUTHOR = "Schlegel, U. and Arnout, H. and El Assady, M. and Oelke, D. and Keim, D.A.",
TITLE = "Towards A Rigorous Evaluation Of XAI Methods On Time Series",
BOOKTITLE = VXAI19,
YEAR = "2019",
PAGES = "4197-4201",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110794"}
@inproceedings{bb114572,
AUTHOR = "Fong, R.C. and Vedaldi, A.",
TITLE = "Interpretable Explanations of Black Boxes by Meaningful Perturbation",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "3449-3457",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110795"}
@inproceedings{bb114573,
AUTHOR = "Hossam, M. and Le, T. and Zhao, H. and Phung, D.",
TITLE = "Explain2Attack: Text Adversarial Attacks via Cross-Domain
Interpretability",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8922-8928",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110796"}
@inproceedings{bb114574,
AUTHOR = "Plummer, B.A. and Vasileva, M.I. and Petsiuk, V. and Saenko, K. and Forsyth, D.A.",
TITLE = "Why Do These Match? Explaining the Behavior of Image Similarity Models",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XI:652-669",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110797"}
@inproceedings{bb114575,
AUTHOR = "Cheng, X. and Rao, Z. and Chen, Y. and Zhang, Q.",
TITLE = "Explaining Knowledge Distillation by Quantifying the Knowledge",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "12922-12932",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110798"}
@inproceedings{bb114576,
AUTHOR = "Chen, Y.",
TITLE = "Nonparametric Learning Via Successive Subspace Modeling (SSM)",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3031-3032",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110799"}
@inproceedings{bb114577,
AUTHOR = "Shi, J.X. and Zhang, H.W. and Li, J.Z.",
TITLE = "Explainable and Explicit Visual Reasoning Over Scene Graphs",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "8368-8376",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT110800"}
@article{bb114578,
AUTHOR = "Lowe, D.G.",
TITLE = "Three-Dimensional Object Recognition from Single
Two-Dimensional Images",
JOURNAL = AI,
VOLUME = "31",
YEAR = "1987",
NUMBER = "3",
MONTH = "March",
PAGES = "355-395",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110801"}
@inproceedings{bb114579,
AUTHOR = "Lowe, D.G.",
TITLE = "Visual Recognition from Spatial Correspondence and
Perceptual Organization",
BOOKTITLE = IJCAI85,
YEAR = "1985",
PAGES = "951-959",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110802"}
@article{bb114580,
AUTHOR = "Lowe, D.G.",
TITLE = "The Viewpoint Consistency Constraint",
JOURNAL = IJCV,
VOLUME = "1",
YEAR = "1987",
NUMBER = "1",
PAGES = "57-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110803"}
@article{bb114581,
AUTHOR = "Arbel, T. and Ferrie, F.P.",
TITLE = "On the Sequential Accumulation of Evidence",
JOURNAL = IJCV,
VOLUME = "43",
YEAR = "2001",
NUMBER = "3",
MONTH = "July",
PAGES = "205-230",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110804"}
@inproceedings{bb114582,
AUTHOR = "Arbel, T. and Ferrie, F.P.",
TITLE = "Informative Views and Sequential Recognition",
BOOKTITLE = ECCV96,
YEAR = "1996",
PAGES = "I:467-481",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110805"}
@article{bb114583,
AUTHOR = "Morsy, S. and Shaker, A.",
TITLE = "Evaluation of LiDAR-Derived Features Relevance and Training Data
Minimization for 3D Point Cloud Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110806"}
@inproceedings{bb114584,
AUTHOR = "El Ashmawy, N. and Shaker, A.",
TITLE = "Raster Vs. Point Cloud LiDAR Data Classification",
BOOKTITLE = Thematic14,
YEAR = "2014",
PAGES = "79-83",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110807"}
@inproceedings{bb114585,
AUTHOR = "El Ashmawy, N. and Shaker, A. and Yan, W.Y.",
TITLE = "Pixel Vs Object-Based Image Classification Techniques For Lidar
Intensity Data",
BOOKTITLE = Laser11,
YEAR = "2011",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110808"}
@inproceedings{bb114586,
AUTHOR = "Wirtz, S. and Haselich, M. and Paulus, D.",
TITLE = "Model-Based Recognition of Domino Tiles Using TGraphs",
BOOKTITLE = DAGM10,
YEAR = "2010",
PAGES = "101-110",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110809"}
@inproceedings{bb114587,
AUTHOR = "Mackworth, A.K.",
TITLE = "Quick and Clean: Constraint-Based Vision for Situated Robots",
BOOKTITLE = ICIP96,
YEAR = "1996",
PAGES = "II: 789-792",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110810"}
@inproceedings{bb114588,
AUTHOR = "Kuan, D.T. and Shariat, H. and Dutta, K. and Ransil, P.",
TITLE = "A Constraint-Based System for Interpretation of Aerial Imagery",
BOOKTITLE = ICCV88,
YEAR = "1988",
PAGES = "601-609",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110811"}
@inproceedings{bb114589,
AUTHOR = "Kuan, D.T. and Shariat, H. and Dutta, K. and Ransil, P.",
TITLE = "A Constraint-Based System for Interpretation of Aerial Imagery",
BOOKTITLE = DARPA89,
YEAR = "1989",
PAGES = "332-352",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110811"}
@inproceedings{bb114590,
AUTHOR = "Mundy, J.L. and Joynson, R.",
TITLE = "Constraint-Based Modeling",
BOOKTITLE = DARPA89,
YEAR = "1989",
PAGES = "425-442",
BIBSOURCE = "http://www.visionbib.com/bibliography/match600.html#TT110812"}
@article{bb114591,
AUTHOR = "Nagao, M.",
TITLE = "Control strategies in pattern analysis",
JOURNAL = PR,
VOLUME = "17",
YEAR = "1984",
NUMBER = "1",
PAGES = "45-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT110813"}
@article{bb114592,
AUTHOR = "Goldberg, M. and Goodenough, D.G. and Alvo, M. and Karam, G.M.",
TITLE = "A Hierarchical Expert System for Updating Forestry Maps with
Landsat Data",
JOURNAL = PIEEE,
VOLUME = "73",
YEAR = "1985",
PAGES = "1054-1063",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT110814"}
@article{bb114593,
AUTHOR = "Suetens, P. and Oosterlinck, A.",
TITLE = "Using Expert Systems for Image Understanding",
JOURNAL = PRAI,
VOLUME = "1",
YEAR = "1987",
PAGES = "237-250",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT110815"}
@article{bb114594,
AUTHOR = "Giakoumakis, E. and Papaconstantinou, G. and Skordalakis, E.",
TITLE = "Rule-Based Systems and Pattern Recognition",
JOURNAL = PRL,
VOLUME = "5",
YEAR = "1987",
PAGES = "267-272",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT110816"}
@article{bb114595,
AUTHOR = "Alexandrov, V.V. and Gorsky, N.D.",
TITLE = "Expert Systems Simulating Human Visual Perception",
JOURNAL = PRAI,
VOLUME = "3",
YEAR = "1989",
PAGES = "19-28",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT110817"}
@article{bb114596,
AUTHOR = "Cowell, R.G. and Dawid, A.P. and Spiegelhalter, D.J.",
TITLE = "Sequential model criticism in probabilistic expert systems",
JOURNAL = PAMI,
VOLUME = "15",
YEAR = "1993",
NUMBER = "3",
MONTH = "March",
PAGES = "209-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT110818"}
@article{bb114597,
AUTHOR = "Pearce, A.R. and Caelli, T.M. and Bischof, W.F.",
TITLE = "Rulegraphs for Graph Matching in Pattern Recognition",
JOURNAL = PR,
VOLUME = "27",
YEAR = "1994",
NUMBER = "9",
MONTH = "September",
PAGES = "1231-1247",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT110819"}
@inproceedings{bb114598,
AUTHOR = "Pearce, A.R. and Caelli, T.M. and Bischof, W.F.",
TITLE = "Rulegraphs for Pattern Recognition",
BOOKTITLE = ACCV93,
YEAR = "1993",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT110820"}
@article{bb114599,
AUTHOR = "Pearce, A.R. and Caelli, T.M. and Bischof, W.F.",
TITLE = "Learning Relational Structures: Applications to Computer Vision",
JOURNAL = AppIntel,
VOLUME = "4",
YEAR = "1994",
PAGES = "257-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/match601.html#TT110821"}
Last update:Jun 1, 2023 at 10:05:03