@inproceedings{bb120100, AUTHOR = "Lee, J. and Jeong, Y. and Kim, S. and Min, J. and Cho, M.", TITLE = "Learning to Distill Convolutional Features into Compact Local Descriptors", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "897-907", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116241"} @inproceedings{bb120101, AUTHOR = "Arani, E. and Sarfraz, F. and Zonooz, B.", TITLE = "Noise as a Resource for Learning in Knowledge Distillation", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "3128-3137", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116242"} @inproceedings{bb120102, AUTHOR = "Chawla, A. and Yin, H.X. and Molchanov, P. and Alvarez, J.", TITLE = "Data-free Knowledge Distillation for Object Detection", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "3288-3297", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116243"} @inproceedings{bb120103, AUTHOR = "Kothandaraman, D. and Nambiar, A. and Mittal, A.", TITLE = "Domain Adaptive Knowledge Distillation for Driving Scene Semantic Segmentation", BOOKTITLE = WACVW21, YEAR = "2021", PAGES = "134-143", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116244"} @inproceedings{bb120104, AUTHOR = "Kushawaha, R.K. and Kumar, S. and Banerjee, B. and Velmurugan, R.", TITLE = "Distilling Spikes: Knowledge Distillation in Spiking Neural Networks", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "4536-4543", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116245"} @inproceedings{bb120105, AUTHOR = "Sarfraz, F. and Arani, E. and Zonooz, B.", TITLE = "Knowledge Distillation Beyond Model Compression", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "6136-6143", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116246"} @inproceedings{bb120106, AUTHOR = "Ahmed, W. and Zunino, A. and Morerio, P. and Murino, V.", TITLE = "Compact CNN Structure Learning by Knowledge Distillation", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "6554-6561", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116247"} @inproceedings{bb120107, AUTHOR = "Ma, J.X. and Yonetani, R. and Iqbal, Z.", TITLE = "Adaptive Distillation for Decentralized Learning from Heterogeneous Clients", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "7486-7492", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116248"} @inproceedings{bb120108, AUTHOR = "Xu, Y. and Pu, J. and Zhao, H.", TITLE = "Knowledge Distillation with a Precise Teacher and Prediction with Abstention", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "9000-9006", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116249"} @inproceedings{bb120109, AUTHOR = "Tsunashima, H. and Kataoka, H. and Yamato, J.J. and Chen, Q. and Morishima, S.", TITLE = "Adversarial Knowledge Distillation for a Compact Generator", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "10636-10643", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116250"} @inproceedings{bb120110, AUTHOR = "Zhang, Z.X. and Zhu, W. and Yan, J.C. and Gao, P. and Xie, G.T.", TITLE = "Automatic Student Network Search for Knowledge Distillation", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "2446-2453", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116251"} @inproceedings{bb120111, AUTHOR = "Kim, J.H. and Hyun, M.S. and Chung, I. and Kwak, N.", TITLE = "Feature Fusion for Online Mutual Knowledge Distillation", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "4619-4625", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116252"} @inproceedings{bb120112, AUTHOR = "Mitsuno, K. and Nomura, Y. and Kurita, T.", TITLE = "Channel Planting for Deep Neural Networks using Knowledge Distillation", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "7573-7579", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116253"} @inproceedings{bb120113, AUTHOR = "Finogeev, E. and Gorbatsevich, V. and Moiseenko, A. and Vizilter, Y. and Vygolov, O.", TITLE = "Knowledge Distillation Using GANs for Fast Object Detection", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B2:583-588", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116254"} @inproceedings{bb120114, AUTHOR = "Cui, W. and Li, X. and Huang, J. and Wang, W. and Wang, S. and Chen, J.", TITLE = "Substitute Model Generation for Black-Box Adversarial Attack Based on Knowledge Distillation", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "648-652", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116255"} @inproceedings{bb120115, AUTHOR = "Xu, K.R. and Rui, L. and Li, Y.S. and Gu, L.", TITLE = "Feature Normalized Knowledge Distillation for Image Classification", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXV:664-680", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116256"} @inproceedings{bb120116, AUTHOR = "Yang, Y. and Qiu, J. and Song, M. and Tao, D. and Wang, X.", TITLE = "Distilling Knowledge From Graph Convolutional Networks", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "7072-7081", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116257"} @inproceedings{bb120117, AUTHOR = "Yun, J.S. and Kim, B. and Kim, J.", TITLE = "Weight Decay Scheduling and Knowledge Distillation for Active Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVI:431-447", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116258"} @inproceedings{bb120118, AUTHOR = "Li, C.L. and Tang, T. and Wang, G. and Peng, J.F. and Wang, B. and Liang, X.D. and Chang, X.J.", TITLE = "BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "12261-12271", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116259"} @inproceedings{bb120119, AUTHOR = "Li, C.L. and Peng, J.F. and Yuan, L.C. and Wang, G.R. and Liang, X.D. and Lin, L. and Chang, X.J.", TITLE = "Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "1986-1995", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116260"} @inproceedings{bb120120, AUTHOR = "Wei, L.H. and Xiao, A. and Xie, L.X. and Zhang, X.P. and Chen, X. and Tian, Q.", TITLE = "Circumventing Outliers of Autoaugment with Knowledge Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "III:608-625", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116261"} @inproceedings{bb120121, AUTHOR = "Walawalkar, D. and Shen, Z.Q. and Savvides, M.", TITLE = "Online Ensemble Model Compression Using Knowledge Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIX:18-35", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116262"} @inproceedings{bb120122, AUTHOR = "Xiang, L.Y. and Ding, G.G. and Han, J.G.", TITLE = "Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "V:247-263", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116263"} @inproceedings{bb120123, AUTHOR = "Zhou, B. and Kalra, N. and Krahenbuhl, P.", TITLE = "Domain Adaptation Through Task Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVI:664-680", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116264"} @inproceedings{bb120124, AUTHOR = "Li, Z. and Huang, Y. and Chen, D.F. and Luo, T.R. and Cai, N. and Pan, Z.G.", TITLE = "Online Knowledge Distillation via Multi-branch Diversity Enhancement", BOOKTITLE = ACCV20, YEAR = "2020", PAGES = "IV:318-333", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116265"} @inproceedings{bb120125, AUTHOR = "Ye, H.J. and Lu, S. and Zhan, D.C.", TITLE = "Distilling Cross-Task Knowledge via Relationship Matching", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "12393-12402", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116266"} @inproceedings{bb120126, AUTHOR = "Yao, A.B. and Sun, D.W.", TITLE = "Knowledge Transfer via Dense Cross-layer Mutual-distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XV:294-311", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116267"} @inproceedings{bb120127, AUTHOR = "Yue, K.Y. and Deng, J.F. and Zhou, F.", TITLE = "Matching Guided Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XV:312-328", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116268"} @inproceedings{bb120128, AUTHOR = "Zhang, Y.C. and Lan, Z.H. and Dai, Y.C. and Zeng, F.G. and Bai, Y. and Chang, J. and Wei, Y.C.", TITLE = "Prime-aware Adaptive Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIX:658-674", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116269"} @inproceedings{bb120129, AUTHOR = "Xu, G.D. and Liu, Z.W. and Li, X.X. and Loy, C.C.", TITLE = "Knowledge Distillation Meets Self-Supervision", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "IX:588-604", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116270"} @inproceedings{bb120130, AUTHOR = "Li, X.J. and Wu, J.L. and Fang, H.Y. and Liao, Y. and Wang, F. and Qian, C.", TITLE = "Local Correlation Consistency for Knowledge Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XII: 18-33", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116271"} @inproceedings{bb120131, AUTHOR = "Passalis, N. and Tzelepi, M. and Tefas, A.", TITLE = "Heterogeneous Knowledge Distillation Using Information Flow Modeling", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "2336-2345", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116272"} @inproceedings{bb120132, AUTHOR = "Chen, Z.L. and Zheng, X.X. and Shen, H.L. and Zeng, Z.Y. and Zhou, Y.K. and Zhao, R.C.", TITLE = "Improving Knowledge Distillation via Category Structure", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVIII:205-219", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116273"} @inproceedings{bb120133, AUTHOR = "Wang, D.Y. and Wen, D.C. and Liu, J.J. and Tao, W. and Chen, T.W. and Osa, K. and Kato, M.", TITLE = "Fully Supervised and Guided Distillation for One-stage Detectors", BOOKTITLE = ACCV20, YEAR = "2020", PAGES = "III:171-188", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116274"} @inproceedings{bb120134, AUTHOR = "Itsumi, H. and Beye, F. and Shinohara, Y. and Iwai, T.", TITLE = "Training With Cache: Specializing Object Detectors From Live Streams Without Overfitting", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "1976-1980", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116275"} @inproceedings{bb120135, AUTHOR = "Liu, B.L. and Rao, Y.M. and Lu, J.W. and Zhou, J. and Hsieh, C.J.", TITLE = "Metadistiller: Network Self-boosting via Meta-learned Top-down Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIV:694-709", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116276"} @inproceedings{bb120136, AUTHOR = "Choi, Y. and Choi, J. and El Khamy, M. and Lee, J.", TITLE = "Data-Free Network Quantization With Adversarial Knowledge Distillation", BOOKTITLE = EDLCV20, YEAR = "2020", PAGES = "3047-3057", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116277"} @inproceedings{bb120137, AUTHOR = "de Vieilleville, F. and Lagrange, A. and Ruiloba, R. and May, S.", TITLE = "Towards Distillation of Deep Neural Networks for Satellite On-board Image Segmentation", BOOKTITLE = ISPRS20, YEAR = "2020", PAGES = "B2:1553-1559", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116278"} @inproceedings{bb120138, AUTHOR = "Wang, X.B. and Fu, T.Y. and Liao, S.C. and Wang, S. and Lei, Z. and Mei, T.", TITLE = "Exclusivity-Consistency Regularized Knowledge Distillation for Face Recognition", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXIV:325-342", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116279"} @inproceedings{bb120139, AUTHOR = "Guan, Y.S. and Zhao, P.Y. and Wang, B.X. and Zhang, Y.X. and Yao, C. and Bian, K.G. and Tang, J.", TITLE = "Differentiable Feature Aggregation Search for Knowledge Distillation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XVII:469-484", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116280"} @inproceedings{bb120140, AUTHOR = "Gu, J.D. and Wu, Z.L. and Tresp, V.", TITLE = "Introspective Learning by Distilling Knowledge from Online Self-explanation", BOOKTITLE = ACCV20, YEAR = "2020", PAGES = "IV:36-52", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116281"} @inproceedings{bb120141, 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#TT116282"} @inproceedings{bb120142, 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#TT116283"} @inproceedings{bb120143, 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#TT116284"} @inproceedings{bb120144, 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#TT116285"} @inproceedings{bb120145, 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#TT116286"} @inproceedings{bb120146, 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#TT116287"} @inproceedings{bb120147, 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#TT116288"} @inproceedings{bb120148, 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#TT116289"} @inproceedings{bb120149, 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#TT116290"} @inproceedings{bb120150, 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#TT116291"} @inproceedings{bb120151, 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#TT116292"} @inproceedings{bb120152, 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#TT116293"} @inproceedings{bb120153, 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#TT116294"} @inproceedings{bb120154, 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#TT116295"} @inproceedings{bb120155, 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#TT116296"} @inproceedings{bb120156, 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#TT116297"} @inproceedings{bb120157, 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#TT116298"} @inproceedings{bb120158, 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#TT116299"} @inproceedings{bb120159, 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#TT116300"} @inproceedings{bb120160, 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#TT116301"} @inproceedings{bb120161, 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#TT116302"} @inproceedings{bb120162, 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#TT116303"} @inproceedings{bb120163, 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#TT116304"} @inproceedings{bb120164, 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#TT116305"} @inproceedings{bb120165, 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#TT116306"} @inproceedings{bb120166, 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#TT116307"} @inproceedings{bb120167, 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#TT116308"} @article{bb120168, 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#TT116309"} @article{bb120169, 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#TT116310"} @inproceedings{bb120170, 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#TT116311"} @article{bb120171, 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#TT116312"} @article{bb120172, 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#TT116313"} @article{bb120173, 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#TT116314"} @article{bb120174, 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#TT116315"} @article{bb120175, 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#TT116316"} @article{bb120176, 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#TT116317"} @article{bb120177, 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#TT116318"} @article{bb120178, 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#TT116319"} @article{bb120179, 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#TT116320"} @inproceedings{bb120180, 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#TT116321"} @article{bb120181, 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#TT116322"} @article{bb120182, 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#TT116323"} @article{bb120183, AUTHOR = "Bandyapadhyay, S. and Fomin, F.V. and Golovach, P.A. and Lochet, W. and Purohit, N. and Simonov, K.", TITLE = "How to find a good explanation for clustering?", JOURNAL = AI, VOLUME = "322", YEAR = "2023", PAGES = "103948", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116324"} @article{bb120184, AUTHOR = "Chen, H.F. and Yang, L.P. and Wu, Q.S.", TITLE = "Enhancing Land Cover Mapping and Monitoring: An Interactive and Explainable Machine Learning Approach Using Google Earth Engine", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "18", PAGES = "4585", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116325"} @article{bb120185, AUTHOR = "Jiao, L.M. and Yang, H.Y. and Wang, F. and Liu, Z.G. and Pan, Q.", TITLE = "DTEC: Decision tree-based evidential clustering for interpretable partition of uncertain data", JOURNAL = PR, VOLUME = "144", YEAR = "2023", PAGES = "109846", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116326"} @article{bb120186, AUTHOR = "Roussel, C. and Bohm, K.", TITLE = "Geospatial XAI: A Review", JOURNAL = IJGI, VOLUME = "12", YEAR = "2023", NUMBER = "9", PAGES = "355", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116327"} @article{bb120187, AUTHOR = "Patricio, C. and Neves, J.C. and Teixeira, L.F.", TITLE = "Explainable Deep Learning Methods in Medical Image Classification: A Survey", JOURNAL = Surveys, VOLUME = "56", YEAR = "2023", NUMBER = "4", MONTH = "October", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116328"} @article{bb120188, AUTHOR = "Delaney, E. and Pakrashi, A. and Greene, D. and Keane, M.T.", TITLE = "Counterfactual explanations for misclassified images: How human and machine explanations differ", JOURNAL = AI, VOLUME = "324", YEAR = "2023", PAGES = "103995", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116329"} @article{bb120189, AUTHOR = "Posada Moreno, A.F. and Surya, N. and Trimpe, S.", TITLE = "ECLAD: Extracting Concepts with Local Aggregated Descriptors", JOURNAL = PR, VOLUME = "147", YEAR = "2024", PAGES = "110146", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116330"} @article{bb120190, AUTHOR = "Liu, P. and Wang, L. and Li, J.", TITLE = "Unlocking the Potential of Explainable Artificial Intelligence in Remote Sensing Big Data", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "23", PAGES = "5448", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116331"} @article{bb120191, AUTHOR = "Yang, Y.Q. and Zhao, Y. and Cheng, Y.", TITLE = "PRIME: Posterior Reconstruction of the Input for Model Explanations", JOURNAL = PRL, VOLUME = "176", YEAR = "2023", PAGES = "202-208", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116332"} @article{bb120192, AUTHOR = "Wang, Z. and Zhang, W. and Liu, N. and Wang, J.Y.", TITLE = "Learning Interpretable Rules for Scalable Data Representation and Classification", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "2", MONTH = "February", PAGES = "1121-1133", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116333"} @article{bb120193, AUTHOR = "Rong, Y. and Leemann, T. and Nguyen, T.T. and Fiedler, L. and Qian, P.Z. and Unhelkar, V. and Seidel, T. and Kasneci, G. and Kasneci, E.", TITLE = "Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "4", MONTH = "April", PAGES = "2104-2122", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116334"} @article{bb120194, AUTHOR = "Vandersmissen, B. and Oramas, J.", TITLE = "On the coherency of quantitative evaluation of visual explanations", JOURNAL = CVIU, VOLUME = "241", YEAR = "2024", PAGES = "103934", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116335"} @article{bb120195, AUTHOR = "Chen, X.Y. and Guttel, S.", TITLE = "Fast and explainable clustering based on sorting", JOURNAL = PR, VOLUME = "150", YEAR = "2024", PAGES = "110298", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116336"} @inproceedings{bb120196, AUTHOR = "Wang, C. and Liu, Y. and Chen, Y.H. and Liu, F.B. and Tian, Y. and McCarthy, D. and Frazer, H. and Carneiro, G.", TITLE = "Learning Support and Trivial Prototypes for Interpretable Image Classification", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "2062-2072", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116337"} @inproceedings{bb120197, AUTHOR = "Santos, F.A.O. and Zanchettin, C.", TITLE = "Exploring Image Classification Robustness and Interpretability with Right for the Right Reasons Data Augmentation", BOOKTITLE = LXCV-ICCV23, YEAR = "2023", PAGES = "4149-4158", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116338"} @inproceedings{bb120198, AUTHOR = "Zhang, Y.F. and Gu, S. and Gao, Y.Y. and Pan, B. and Yang, X.F. and Zhao, L.", TITLE = "MAGI: Multi-Annotated Explanation-Guided Learning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1977-1987", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116339"} @inproceedings{bb120199, AUTHOR = "Fan, L. and Liu, B. and Li, H.X. and Wu, Y. and Hua, G.", TITLE = "Flexible Visual Recognition by Evidential Modeling of Confusion and Ignorance", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1338-1347", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116340"}