Keith Price Bibliography Bibtex Entry (ANCHOR 148700 URL http://dx.doi.org/10.1109/TCYB.2025.3584808 PAGES 4427-4440 YEAR 2025 MONTH September NUMBER 9 BIBSOURCE http://www.visionbib.com/bibliography/pattern617acle4.html#TT144632 VOLUME 55 JOURNAL Cyber AUTHOR Yang, J.C. and Wu, J. and Xiao, S. and Wen, J.B. and Meng, Q.G. and Lu, W. and Gao, X.B. TITLE Active Learning for Object Detection With Vectorized Dual Pseudo Loss and Multiple Instance Offset Constraint)


@article{bb148700,
        AUTHOR = "Yang, J.C. and Wu, J. and Xiao, S. and Wen, J.B. and Meng, Q.G. and Lu, W. and Gao, X.B.",
        TITLE = "Active Learning for Object Detection With Vectorized Dual Pseudo Loss
and Multiple Instance Offset Constraint",
        JOURNAL = Cyber,
        VOLUME = "55",
        YEAR = "2025",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4427-4440",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144632"}

@article{bb148701,
        AUTHOR = "Gashi, E. and Deng, J.K. and Elezi, I.",
        TITLE = "Deep active learning: A reality check",
        JOURNAL = PRL,
        VOLUME = "197",
        YEAR = "2025",
        PAGES = "188-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144633"}

@article{bb148702,
        AUTHOR = "Huang, S.J. and Li, Y. and Tang, Y.P.",
        TITLE = "Active Learning for Multiple Target Models",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "140-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144634"}

@article{bb148703,
        AUTHOR = "Fang, Q. and Xu, X.",
        TITLE = "AdaPL: Adaptive Pseudo Labeling for deep active learning in image
classification",
        JOURNAL = PRL,
        VOLUME = "199",
        YEAR = "2026",
        PAGES = "185-190",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144635"}

@article{bb148704,
        AUTHOR = "Li, Y.C. and Xie, Z.T. and Zhong, H.W. and Gao, G.",
        TITLE = "Noise-tolerant scheme and explicit regularizer for deep active
learning with noisy oracles",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144636"}

@article{bb148705,
        AUTHOR = "Ning, K.P. and Ke, H.J. and Yao, J.Y. and Liu, Y.Y. and Tian, Y.H. and Yuan, L.",
        TITLE = "Evidence Conflict Sampling for Open-set Active Learning",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144637"}

@article{bb148706,
        AUTHOR = "Wang, P.J. and Zhang, S. and Chen, R.R. and Chen, J. and Fan, Y.F. and Ning, L. and Cao, Y.F.",
        TITLE = "Regularized evidential neural networks for deep active learning",
        JOURNAL = PR,
        VOLUME = "173",
        YEAR = "2026",
        PAGES = "112836",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144638"}

@article{bb148707,
        AUTHOR = "Lindsey, M. and Kubala, F. and Stern, R.M.",
        TITLE = "The Value of Corrective Feedback in the Online Active Learning
Paradigm",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3885-3898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144639"}

@article{bb148708,
        AUTHOR = "Wan, T.J. and Gao, Z.J. and Gong, X.D. and Feng, D.W. and Zhang, X.X. and Ding, B. and Wang, Y.J. and Wang, H. and Xu, K.",
        TITLE = "Dynamic Confidence Variance for Generalized Coreset in Active
Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "3231-3245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144640"}

@inproceedings{bb148709,
        AUTHOR = "Kovalenko, M. and Eisert, P. and Hilsmann, A. and Bosse, S.",
        TITLE = "Batch-Aware Active Learning for Object Detection",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "534-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144641"}

@inproceedings{bb148710,
        AUTHOR = "Yin, T.X. and Liu, N.Z. and Sun, H.",
        TITLE = "Towards Cost-Effective Learning: A Synergy of Semi-Supervised and
Active Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10163-10172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144642"}

@inproceedings{bb148711,
        AUTHOR = "Matsuo, S. and Togashi, R. and Bise, R. and Uchida, S. and Nomura, M.",
        TITLE = "Instance-wise Supervision-level Optimization in Active Learning",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "4939-4947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144643"}

@inproceedings{bb148712,
        AUTHOR = "Wang, J. and Zhao, N.",
        TITLE = "Uncertainty Meets Diversity: A Comprehensive Active Learning
Framework for Indoor 3D Object Detection",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20329-20339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144644"}

@inproceedings{bb148713,
        AUTHOR = "Evans, T. and Pathak, S. and Merzic, H. and Schwarz, J. and Tanno, R. and Henaff, O.J.",
        TITLE = "Bad Students Make Great Teachers: Active Learning Accelerates
Large-scale Visual Understanding",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XVII: 264-280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144645"}

@inproceedings{bb148714,
        AUTHOR = "Bae, W. and Noh, J. and Sutherland, D.J.",
        TITLE = "Generalized Coverage for More Robust Low-budget Active Learning",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIII: 318-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144646"}

@inproceedings{bb148715,
        AUTHOR = "Yu, L. and Li, J. and Zhuo, L.",
        TITLE = "MSSPG-AL: Few-Shot Hyperspectral Image Classification with Active
Learning Updated Multi-Scale Superpixel Graph Fusion",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "862-867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144647"}

@inproceedings{bb148716,
        AUTHOR = "Zhang, Z.P. and Ma, W.T. and Yuan, X.H. and Hao, Y. and Guo, M. and Tang, H.Y. and Zhou, Z.H. and Yao, Z.J.",
        TITLE = "Instance-Aware Uncertainty for Active Learning in Object Detection",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "298-304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144648"}

@inproceedings{bb148717,
        AUTHOR = "Yang, C. and Huang, L.C. and Crowley, E.J.",
        TITLE = "Plug and Play Active Learning for Object Detection",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "17784-17793",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144649"}

@inproceedings{bb148718,
        AUTHOR = "Duan, R.X. and Caffo, B. and Bai, H.X. and Sair, H.I. and Jones, C.",
        TITLE = "Evidential Uncertainty Quantification: A Variance-Based Perspective",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2121-2130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144650"}

@inproceedings{bb148719,
        AUTHOR = "Kanebako, Y.",
        TITLE = "Critical Gap Between Generalization Error and Empirical Error in
Active Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2759-2767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144651"}

@inproceedings{bb148720,
        AUTHOR = "Beck, N. and Killamsetty, K. and Kothawade, S. and Iyer, R.",
        TITLE = "Beyond Active Learning: Leveraging the Full Potential of Human
Interaction via Auto-Labeling, Human Correction, and Human
Verification",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2869-2877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144652"}

@inproceedings{bb148721,
        AUTHOR = "Stojnic, V. and Laskar, Z. and Tolias, G.",
        TITLE = "Training Ensembles with Inliers and Outliers for Semi-supervised
Active Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "259-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144653"}

@inproceedings{bb148722,
        AUTHOR = "Yu, F.G. and Qian, Y.M. and Gil Ureta, F. and Jackson, B. and Bennett, E. and Zhang, H.",
        TITLE = "HAL3D: Hierarchical Active Learning for Fine-Grained 3D Part Labeling",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "865-875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144654"}

@inproceedings{bb148723,
        AUTHOR = "Wang, Y.T. and Ilic, V. and Li, J. and Kisacanin, B. and Pavlovic, V.",
        TITLE = "ALWOD: Active Learning for Weakly-Supervised Object Detection",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "6436-6446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144655"}

@inproceedings{bb148724,
        AUTHOR = "Kye, S.M. and Choi, K. and Byun, H. and Chang, B.",
        TITLE = "TiDAL: Learning Training Dynamics for Active Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "22278-22288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144656"}

@inproceedings{bb148725,
        AUTHOR = "Hekimoglu, A. and Schmidt, M. and Marcos Ramiro, A.",
        TITLE = "Active Learning with Task Consistency and Diversity in Multi-Task
Networks",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2491-2500",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144657"}

@inproceedings{bb148726,
        AUTHOR = "Hekimoglu, A. and Friedrich, P. and Zimmer, W. and Schmidt, M. and Marcos Ramiro, A. and Knoll, A.",
        TITLE = "Multi-Task Consistency for Active Learning",
        BOOKTITLE = VCL23,
        YEAR = "2023",
        PAGES = "3407-3416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144658"}

@inproceedings{bb148727,
        AUTHOR = "Wu, T.H. and Su, H.T. and Chen, S.T. and Hsu, W.H.",
        TITLE = "Fair Robust Active Learning by Joint Inconsistency",
        BOOKTITLE = AROW23,
        YEAR = "2023",
        PAGES = "3624-3633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144659"}

@inproceedings{bb148728,
        AUTHOR = "Cruz, R.P.M. and Shihavuddin, A.S.M. and Maruf, M.H. and Cardoso, J.S.",
        TITLE = "Active Supervision: Human in the Loop",
        BOOKTITLE = CIARP23,
        YEAR = "2023",
        PAGES = "I:540-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144660"}

@inproceedings{bb148729,
        AUTHOR = "Li, J.N. and Du, Y. and Du, L.",
        TITLE = "Siamese Network Representation for Active Learning",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "131-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144661"}

@inproceedings{bb148730,
        AUTHOR = "Su, G.L. and Wu, Z.Q. and Ye, Y.J. and Chen, M. and Zhou, J.",
        TITLE = "Cost-Efficient Multi-Instance Multi-Label Active Learning Via
Correlation of Features",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "410-414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144662"}

@inproceedings{bb148731,
        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#TT144663"}

@inproceedings{bb148732,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144664"}

@inproceedings{bb148733,
        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#TT144665"}

@inproceedings{bb148734,
        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#TT144666"}

@inproceedings{bb148735,
        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#TT144667"}

@inproceedings{bb148736,
        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#TT144668"}

@inproceedings{bb148737,
        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#TT144669"}

@inproceedings{bb148738,
        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#TT144670"}

@inproceedings{bb148739,
        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#TT144671"}

@inproceedings{bb148740,
        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#TT144672"}

@inproceedings{bb148741,
        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#TT144673"}

@inproceedings{bb148742,
        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#TT144674"}

@inproceedings{bb148743,
        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#TT144675"}

@inproceedings{bb148744,
        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#TT144676"}

@inproceedings{bb148745,
        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#TT144677"}

@inproceedings{bb148746,
        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#TT144678"}

@inproceedings{bb148747,
        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#TT144679"}

@inproceedings{bb148748,
        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#TT144680"}

@inproceedings{bb148749,
        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#TT144681"}

@inproceedings{bb148750,
        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#TT144682"}

@inproceedings{bb148751,
        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#TT144683"}

@inproceedings{bb148752,
        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#TT144684"}

@inproceedings{bb148753,
        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#TT144685"}

@inproceedings{bb148754,
        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#TT144686"}

@inproceedings{bb148755,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT144687"}

@inproceedings{bb148756,
        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#TT144688"}

@inproceedings{bb148757,
        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,
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Reward-Restricted Geodesic Metric",
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@article{bb148784,
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        TITLE = "Continuous Action Reinforcement Learning From a Mixture of
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A Progressive Learning Method With A Priori Knowledge and Reinforcement
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Composite Action Space",
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@article{bb148787,
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        TITLE = "Federated Deep Reinforcement Learning-Based Spectrum Access Algorithm
With Warranty Contract in Intelligent Transportation Systems",
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        TITLE = "MO-MIX: Multi-Objective Multi-Agent Cooperative Decision-Making With
Deep Reinforcement Learning",
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        AUTHOR = "Zhao, L.Y. and Tan, K. and Wang, X. and Ding, J.W. and Liu, Z.X. and Ma, H.L. and Han, B.",
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Reinforcement Learning and Multiple Subset Evaluation Strategies",
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@article{bb148790,
        AUTHOR = "Huang, F.X. and Ji, N. and Ni, H.J. and Li, S.J. and Li, X.",
        TITLE = "Adaptive cooperative exploration for reinforcement learning from
imperfect demonstrations",
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@article{bb148796,
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@article{bb148798,
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Efficient Reinforcement Learning",
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@article{bb148799,
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Search for Autonomous Driving",
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