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AUTHOR = "Du, P. and Zhao, S. and Chen, H. and Chai, S.W. and Chen, H. and Li, C.P.",
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AUTHOR = "Ye, Y.J. and Wu, Z.Q. and Su, G.L. and Zhou, J.",
TITLE = "Task-Aware Graph Convolutional Network for Active Learning",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "495-499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141240"}
@inproceedings{bb145262,
AUTHOR = "Liu, Y. and Pang, Y.L. and Zhang, W.D.",
TITLE = "Deep Active Learning Based on Saliency-Guided Data Augmentation for
Image Classification",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "815-819",
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@inproceedings{bb145263,
AUTHOR = "Rana, A.J. and Rawat, Y.S.",
TITLE = "Hybrid Active Learning via Deep Clustering for Video Action Detection",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "18867-18877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141242"}
@inproceedings{bb145264,
AUTHOR = "Ji, W. and Liang, R.J. and Zheng, Z.D. and Zhang, W.Q. and Zhang, S.Y. and Li, J.C. and Li, M.Z. and Chua, T.S.",
TITLE = "Are Binary Annotations Sufficient? Video Moment Retrieval via
Hierarchical Uncertainty-based Active Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "23013-23022",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141243"}
@inproceedings{bb145265,
AUTHOR = "Kim, S.M. and Bae, S. and Song, H. and Yun, S.Y.",
TITLE = "Re-Thinking Federated Active Learning Based on Inter-Class Diversity",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "3944-3953",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141244"}
@inproceedings{bb145266,
AUTHOR = "Mohamadi, S. and Doretto, G. and Adjeroh, D.A.",
TITLE = "Deep Active Ensemble Sampling for Image Classification",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VII:713-729",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141245"}
@inproceedings{bb145267,
AUTHOR = "Frick, T. and Antognini, D. and Rigotti, M. and Giurgiu, I. and Grewe, B. and Malossi, C.",
TITLE = "Active Learning for Imbalanced Civil Infrastructure Data",
BOOKTITLE = CVCivil22,
YEAR = "2022",
PAGES = "283-298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141246"}
@inproceedings{bb145268,
AUTHOR = "Buchert, F. and Navab, N. and Kim, S.T.",
TITLE = "Exploiting Diversity of Unlabeled Data for Label-Efficient
Semi-Supervised Active Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2063-2069",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141247"}
@inproceedings{bb145269,
AUTHOR = "Baik, J.S. and Yoon, I.Y. and Choi, J.W.",
TITLE = "ST-Conal: Consistency-based Acquisition Criterion Using Temporal
Self-ensemble for Active Learning",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VI:493-509",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141248"}
@inproceedings{bb145270,
AUTHOR = "Flesca, S. and Mandaglio, D. and Scala, F. and Tagarelli, A.",
TITLE = "Learning to Active Learn by Gradient Variation based on Instance
Importance",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2224-2230",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141249"}
@inproceedings{bb145271,
AUTHOR = "Chen, Z.Z. and Zhang, J. and Wang, P. and Chen, J. and Li, J.Q.",
TITLE = "When Active Learning Meets Implicit Semantic Data Augmentation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXV:56-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141250"}
@inproceedings{bb145272,
AUTHOR = "Yi, J.S.K. and Seo, M. and Park, J. and Choi, D.G.",
TITLE = "PT4AL: Using Self-supervised Pretext Tasks for Active Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVI:596-612",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141251"}
@inproceedings{bb145273,
AUTHOR = "Sun, Y.Q. and Qin, A. and Bandoh, Y. and Gao, C.Q. and Hiwasaki, Y.",
TITLE = "Active Learning for Hyperspectral Image Classification via Hypergraph
Neural Network",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2576-2580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141252"}
@inproceedings{bb145274,
AUTHOR = "Kothawade, S. and Ghosh, S. and Shekhar, S. and Xiang, Y. and Iyer, R.",
TITLE = "Talisman: Targeted Active Learning for Object Detection with Rare
Classes and Slices Using Submodular Mutual Information",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXXVIII:1-16",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141253"}
@inproceedings{bb145275,
AUTHOR = "Yu, W.P. and Zhu, S. and Yang, T. and Chen, C.",
TITLE = "Consistency-based Active Learning for Object Detection",
BOOKTITLE = L3D-IVU22,
YEAR = "2022",
PAGES = "3950-3959",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141254"}
@inproceedings{bb145276,
AUTHOR = "Parvaneh, A. and Abbasnejad, M.E. and Teney, D. and Haffari, R. and van den Hengel, A.J. and Shi, J.Q.F.",
TITLE = "Active Learning by Feature Mixing",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12227-12236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141255"}
@inproceedings{bb145277,
AUTHOR = "Munjal, P. and Hayat, N. and Hayat, M. and Sourati, J. and Khan, S.",
TITLE = "Towards Robust and Reproducible Active Learning using Neural Networks",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "223-232",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141256"}
@inproceedings{bb145278,
AUTHOR = "Wu, J.X. and Chen, J.X. and Huang, D.",
TITLE = "Entropy-based Active Learning for Object Detection with Progressive
Diversity Constraint",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9387-9396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141257"}
@inproceedings{bb145279,
AUTHOR = "Guo, J.N. and hi, H.C.S. and Kang, Y.Y. and Kuang, K. and Tang, S.L. and Jiang, Z.R. and Sun, C.L. and Wu, F. and Zhuang, Y.T.",
TITLE = "Semi-Supervised Active Learning for Semi-Supervised Models:
Exploit Adversarial Examples with Graph-based Virtual Labels",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "2876-2885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141258"}
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AUTHOR = "Huang, S. and Wang, T.Y. and Xiong, H.Y. and Huan, J. and Dou, D.",
TITLE = "Semi-Supervised Active Learning with Temporal Output Discrepancy",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "3427-3436",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141259"}
@inproceedings{bb145281,
AUTHOR = "Liu, Z.M. and Ding, H. and Zhong, H.P. and Li, W.J. and Dai, J.F. and He, C.H.",
TITLE = "Influence Selection for Active Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9254-9263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141260"}
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AUTHOR = "Choi, J. and Elezi, I. and Lee, H.J. and Farabet, C. and Alvarez, J.M.",
TITLE = "Active Learning for Deep Object Detection via Probabilistic Modeling",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10244-10253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141261"}
@inproceedings{bb145283,
AUTHOR = "Bengar, J.Z. and van de Weijer, J. and Fuentes, L.L. and Raducanu, B.",
TITLE = "Class-Balanced Active Learning for Image Classification",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3707-3716",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141262"}
@inproceedings{bb145284,
AUTHOR = "Aljundi, R. and Chumerin, N. and Reino, D.O.",
TITLE = "Identifying Wrongly Predicted Samples: A Method for Active Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "2071-2079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141263"}
@inproceedings{bb145285,
AUTHOR = "Zhang, H. and Fromont, E. and Lefevre, S. and Avignon, B.",
TITLE = "Deep Active Learning from Multispectral Data Through Cross-Modality
Prediction Inconsistency",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "449-453",
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@inproceedings{bb145286,
AUTHOR = "Sreenivasaiah, D. and Otterbach, J. and Wollmann, T.",
TITLE = "MEAL: Manifold Embedding-based Active Learning",
BOOKTITLE = ERCVAD21,
YEAR = "2021",
PAGES = "1029-1037",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141265"}
@inproceedings{bb145287,
AUTHOR = "Bengar, J.Z. and van de Weijer, J. and Twardowski, B. and Raducanu, B.",
TITLE = "Reducing Label Effort: Self-Supervised meets Active Learning",
BOOKTITLE = ILDAV21,
YEAR = "2021",
PAGES = "1631-1639",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141266"}
@inproceedings{bb145288,
AUTHOR = "Shukla, M. and Ahmed, S.",
TITLE = "A Mathematical Analysis of Learning Loss for Active Learning in
Regression",
BOOKTITLE = TCV21,
YEAR = "2021",
PAGES = "3315-3323",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141267"}
@inproceedings{bb145289,
AUTHOR = "Fidalgo Merino, R. and Gabrielli, L. and Checchi, E.",
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Sequential Data",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6957-6964",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141268"}
@inproceedings{bb145290,
AUTHOR = "Agarwal, A. and Mujumdar, S. and Gupta, N. and Mehta, S.",
TITLE = "Budgeted Batch Mode Active Learning with Generalized Cost and Utility
Functions",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "7692-7698",
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@inproceedings{bb145291,
AUTHOR = "Herde, M. and Kottke, D. and Huseljic, D. and Sick, B.",
TITLE = "Multi-Annotator Probabilistic Active Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "10281-10288",
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@inproceedings{bb145292,
AUTHOR = "Arnavaz, K. and Feragen, A. and Krause, O. and Loog, M.",
TITLE = "Bayesian Active Learning for Maximal Information Gain on Model
Parameters",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "10524-10531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141271"}
@inproceedings{bb145293,
AUTHOR = "Li, M.H. and Liu, X.L. and van de Weijer, J. and Raducanu, B.",
TITLE = "Learning to Rank for Active Learning: A Listwise Approach",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5587-5594",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141272"}
@inproceedings{bb145294,
AUTHOR = "Simeoni, O. and Budnik, M. and Avrithis, Y. and Gravier, G.",
TITLE = "Rethinking deep active learning:
Using unlabeled data at model training",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "1220-1227",
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@inproceedings{bb145295,
AUTHOR = "Li, C. and Rana, S. and Gill, A. and Nguyen, D. and Gupta, S.I. and Venkatesh, S.",
TITLE = "Factor Screening using Bayesian Active Learning and Gaussian Process
Meta-Modelling",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3288-3295",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141274"}
@inproceedings{bb145296,
AUTHOR = "Chan, D.M. and Vijayanarasimhan, S. and Ross, D.A. and Canny, J.F.",
TITLE = "Active Learning for Video Description with Cluster-regularized Ensemble
Ranking",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "V:443-459",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141275"}
@inproceedings{bb145297,
AUTHOR = "Wang, S. and Li, Y.X. and Ma, K. and Ma, R. and Guan, H.B. and Zheng, Y.F.",
TITLE = "Dual Adversarial Network for Deep Active Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIV:680-696",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141276"}
@inproceedings{bb145298,
AUTHOR = "Lin, Z. and Wei, D.L. and Jang, W.D. and Zhou, S. and Chen, X.P. and Wang, X.Y. and Schalek, R. and Berger, D. and Matejek, B. and Kamentsky, L. and Peleg, A. and Haehn, D. and Jones, T. and Parag, T. and Lichtman, J. and Pfister, H.",
TITLE = "Two Stream Active Query Suggestion for Active Learning in Connectomics",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XVIII:103-120",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141277"}
@inproceedings{bb145299,
AUTHOR = "Gao, M.F. and Zhang, Z.Z. and Yu, G. and Arik, S.O. and Davis, L.S. and Pfister, T.",
TITLE = "Consistency-based Semi-supervised Active Learning:
Towards Minimizing Labeling Cost",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "X:510-526",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT141278"}
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