@inproceedings{bb132200,
AUTHOR = "Wang, L.Y. and Zhang, X.X. and Li, Q. and Zhu, J. and Zhong, Y.",
TITLE = "CoSCL: Cooperation of Small Continual Learners is Stronger Than a Big
One",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVI:254-271",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128255"}
@inproceedings{bb132201,
AUTHOR = "Purushwalkam, S. and Morgado, P. and Gupta, A.",
TITLE = "The Challenges of Continuous Self-Supervised Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVI:702-721",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128256"}
@inproceedings{bb132202,
AUTHOR = "Wang, Z.F. and Zhang, Z.Z. and Ebrahimi, S. and Sun, R. and Zhang, H. and Lee, C.Y. and Ren, X.Q. and Su, G.L. and Perot, V. and Dy, J. and Pfister, T.",
TITLE = "DualPrompt: Complementary Prompting for Rehearsal-Free Continual
Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVI:631-648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128257"}
@inproceedings{bb132203,
AUTHOR = "Hedegaard, L. and Iosifidis, A.",
TITLE = "Continual 3D Convolutional Neural Networks for Real-time Processing of
Videos",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "IV:369-385",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128258"}
@inproceedings{bb132204,
AUTHOR = "Jin, H. and Kim, E.",
TITLE = "Helpful or Harmful: Inter-task Association in Continual Learning",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:519-535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128259"}
@inproceedings{bb132205,
AUTHOR = "Andle, J. and Sekeh, S.Y.",
TITLE = "Theoretical Understanding of the Information Flow on Continual Learning
Performance",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XII:86-101",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128260"}
@inproceedings{bb132206,
AUTHOR = "Tiwari, R. and Killamsetty, K. and Iyer, R. and Shenoy, P.",
TITLE = "GCR: Gradient Coreset based Replay Buffer Selection for Continual
Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "99-108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128261"}
@inproceedings{bb132207,
AUTHOR = "Yan, Q.S. and Gong, D. and Liu, Y.H. and van den Hengel, A. and Shi, J.Q.F.",
TITLE = "Learning Bayesian Sparse Networks with Full Experience Replay for
Continual Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "109-118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128262"}
@inproceedings{bb132208,
AUTHOR = "Wang, Z.F. and Zhang, Z.Z. and Lee, C.Y. and Zhang, H. and Sun, R. and Ren, X.Q. and Su, G. and Perot, V. and Dy, J. and Pfister, T.",
TITLE = "Learning to Prompt for Continual Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "139-149",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128263"}
@inproceedings{bb132209,
AUTHOR = "Xue, M.Q. and Zhang, H. and Song, J. and Song, M.L.",
TITLE = "Meta-attention for ViT-backed Continual Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "150-159",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128264"}
@inproceedings{bb132210,
AUTHOR = "Wang, Z. and Liu, L. and Kong, Y.J. and Guo, J.X. and Tao, D.C.",
TITLE = "Online Continual Learning with Contrastive Vision Transformer",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XX:631-650",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128265"}
@inproceedings{bb132211,
AUTHOR = "Wang, Z. and Liu, L. and Duan, Y.Q. and Kong, Y.J. and Tao, D.C.",
TITLE = "Continual Learning with Lifelong Vision Transformer",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "171-181",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128266"}
@inproceedings{bb132212,
AUTHOR = "Gu, Y. and Yang, X. and Wei, K. and Deng, C.",
TITLE = "Not Just Selection, but Exploration: Online Class-Incremental
Continual Learning via Dual View Consistency",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "7432-7441",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128267"}
@inproceedings{bb132213,
AUTHOR = "Simon, C. and Faraki, M. and Tsai, Y.H. and Yu, X. and Schulter, S. and Suh, Y. and Harandi, M. and Chandraker, M.",
TITLE = "On Generalizing Beyond Domains in Cross-Domain Continual Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9255-9264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128268"}
@inproceedings{bb132214,
AUTHOR = "Bang, J. and Koh, H. and Park, S. and Song, H. and Ha, J.W. and Choi, J.H.",
TITLE = "Online Continual Learning on a Contaminated Data Stream with Blurry
Task Boundaries",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9265-9274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128269"}
@inproceedings{bb132215,
AUTHOR = "Douillard, A. and Rame, A. and Couairon, G. and Cord, M.",
TITLE = "DyTox: Transformers for Continual Learning with DYnamic TOken
eXpansion",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9275-9285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128270"}
@inproceedings{bb132216,
AUTHOR = "Fini, E. and da Costa, V.G.T. and Alameda Pineda, X. and Ricci, E. and Alahari, K. and Mairal, J.",
TITLE = "Self-Supervised Models are Continual Learners",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9611-9620",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128271"}
@inproceedings{bb132217,
AUTHOR = "Chen, G. and Zhang, W.D. and Lu, H. and Gao, S. and Wang, Y. and Long, M.S. and Yang, X.K.",
TITLE = "Continual Predictive Learning from Videos",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10718-10727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128272"}
@inproceedings{bb132218,
AUTHOR = "Wan, T.S.T. and Chen, J.C. and Wu, T.Y. and Chen, C.S.",
TITLE = "Continual Learning for Visual Search with Backward Consistent Feature
Embedding",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16681-16690",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128273"}
@inproceedings{bb132219,
AUTHOR = "Davari, M.R. and Asadi, N. and Mudur, S. and Aljundi, R. and Belilovsky, E.",
TITLE = "Probing Representation Forgetting in Supervised and Unsupervised
Continual Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16691-16700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128274"}
@inproceedings{bb132220,
AUTHOR = "Taufique, A.M.N. and Jahan, C.S. and Savakis, A.",
TITLE = "Unsupervised Continual Learning for Gradually Varying Domains",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3739-3749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128275"}
@inproceedings{bb132221,
AUTHOR = "Ermis, B. and Zappella, G. and Wistuba, M. and Rawal, A. and Archambeau, C.",
TITLE = "Continual Learning with Transformers for Image Classification",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3773-3780",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128276"}
@inproceedings{bb132222,
AUTHOR = "Carta, A. and Cossu, A. and Lomonaco, V. and Bacciu, D.",
TITLE = "Ex-Model: Continual Learning from a Stream of Trained Models",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3789-3798",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128277"}
@inproceedings{bb132223,
AUTHOR = "Pelosin, F. and Jha, S. and Torsello, A. and Raducanu, B. and van de Weijer, J.",
TITLE = "Towards Exemplar-Free Continual Learning in Vision Transformers: an
Account of Attention, Functional and Weight Regularization",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3819-3828",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128278"}
@inproceedings{bb132224,
AUTHOR = "He, J.P. and Zhu, F.Q.",
TITLE = "Out-Of-Distribution Detection In Unsupervised Continual Learning",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3849-3854",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128279"}
@inproceedings{bb132225,
AUTHOR = "Kim, G. and Esmaeilpour, S. and Xiao, C. and Liu, B.",
TITLE = "Continual Learning Based on OOD Detection and Task Masking",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3855-3865",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128280"}
@inproceedings{bb132226,
AUTHOR = "Gomez Villa, A. and Twardowski, B. and Yu, L. and Bagdanov, A.D. and van de Weijer, J.",
TITLE = "Continually Learning Self-Supervised Representations with Projected
Functional Regularization",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3866-3876",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128281"}
@inproceedings{bb132227,
AUTHOR = "Karim, N. and Khalid, U. and Esmaeili, A. and Rahnavard, N.",
TITLE = "CNLL: A Semi-supervised Approach For Continual Noisy Label Learning",
BOOKTITLE = CLVision22,
YEAR = "2022",
PAGES = "3877-3887",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128282"}
@inproceedings{bb132228,
AUTHOR = "Merlin, G. and Lomonaco, V. and Cossu, A. and Carta, A. and Bacciu, D.",
TITLE = "Practical Recommendations for Replay-Based Continual Learning Methods",
BOOKTITLE = CL4REAL22,
YEAR = "2022",
PAGES = "548-559",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128283"}
@inproceedings{bb132229,
AUTHOR = "Kim, S. and Lee, S.K.",
TITLE = "Continual Learning with Neuron Activation Importance",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:310-321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128284"}
@inproceedings{bb132230,
AUTHOR = "Barletti, T. and Biondi, N. and Pernici, F. and Bruni, M. and del Bimbo, A.",
TITLE = "Contrastive Supervised Distillation for Continual Representation
Learning",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "I:597-609",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128285"}
@inproceedings{bb132231,
AUTHOR = "Davalas, C. and Michail, D. and Diou, C. and Varlamis, I. and Tserpes, K.",
TITLE = "Computationally Efficient Rehearsal for Online Continual Learning",
BOOKTITLE = CIAP22,
YEAR = "2022",
PAGES = "III:39-49",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128286"}
@inproceedings{bb132232,
AUTHOR = "Yan, Z. and Tian, Y.X. and Shi, X.S. and Guo, P. and Wang, P. and Zha, H.B.",
TITLE = "Continual Neural Mapping: Learning An Implicit Scene Representation
from Sequential Observations",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "15762-15772",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128287"}
@inproceedings{bb132233,
AUTHOR = "Kim, C.D. and Jeong, J. and Moon, S. and Kim, G.",
TITLE = "Continual Learning on Noisy Data Streams via Self-Purified Replay",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "517-527",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128288"}
@inproceedings{bb132234,
AUTHOR = "de Lange, M. and Tuytelaars, T.",
TITLE = "Continual Prototype Evolution:
Learning Online from Non-Stationary Data Streams",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8230-8239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128289"}
@inproceedings{bb132235,
AUTHOR = "Verwimp, E. and de Lange, M. and Tuytelaars, T.",
TITLE = "Rehearsal revealed:
The limits and merits of revisiting samples in continual learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9365-9374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128290"}
@inproceedings{bb132236,
AUTHOR = "Cha, H. and Lee, J. and Shin, J.",
TITLE = "Co2L: Contrastive Continual Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9496-9505",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128291"}
@inproceedings{bb132237,
AUTHOR = "Cai, Z.P. and Sener, O. and Koltun, V.",
TITLE = "Online Continual Learning with Natural Distribution Shifts:
An Empirical Study with Visual Data",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8261-8270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128292"}
@inproceedings{bb132238,
AUTHOR = "Lee, E. and Huang, C.H. and Lee, C.Y.",
TITLE = "Few-Shot and Continual Learning with Attentive Independent Mechanisms",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "9435-9444",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128293"}
@inproceedings{bb132239,
AUTHOR = "Gopalakrishnan, S. and Singh, P.R. and Fayek, H. and Ramasamy, S. and Ambikapathi, A.M.",
TITLE = "Knowledge Capture and Replay for Continual Learning",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "337-345",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128294"}
@inproceedings{bb132240,
AUTHOR = "He, J.P. and Zhu, F.Q.",
TITLE = "Online Continual Learning Via Candidates Voting",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1292-1301",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128295"}
@inproceedings{bb132241,
AUTHOR = "Pham, X.C. and Liew, A.W.C. and Wang, C.",
TITLE = "A Novel Class-wise Forgetting Detector in Continual Learning",
BOOKTITLE = DICTA21,
YEAR = "2021",
PAGES = "01-08",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128296"}
@inproceedings{bb132242,
AUTHOR = "Singh, P.R. and Gopalakrishnan, S. and ZhongZheng, Q. and Suganthan, P.N. and Ramasamy, S. and Ambikapathi, A.",
TITLE = "Task-Agnostic Continual Learning Using Base-Child Classifiers",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "794-798",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128297"}
@inproceedings{bb132243,
AUTHOR = "Shi, Y.J. and Yuan, L. and Chen, Y.P. and Feng, J.S.",
TITLE = "Continual Learning via Bit-Level Information Preserving",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16669-16678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128298"}
@inproceedings{bb132244,
AUTHOR = "Verma, V.K. and Liang, K.J. and Mehta, N. and Rai, P. and Carin, L.",
TITLE = "Efficient Feature Transformations for Discriminative and Generative
Continual Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13860-13870",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128299"}
@inproceedings{bb132245,
AUTHOR = "Tang, S.X. and Chen, D.P. and Zhu, J. and Yu, S.J. and Ouyang, W.L.",
TITLE = "Layerwise Optimization by Gradient Decomposition for Continual
Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9629-9638",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128300"}
@inproceedings{bb132246,
AUTHOR = "Bang, J. and Kim, H. and Yoo, Y.J. and Ha, J.W. and Choi, J.H.",
TITLE = "Rainbow Memory: Continual Learning with a Memory of Diverse Samples",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "8214-8223",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128301"}
@inproceedings{bb132247,
AUTHOR = "Wang, L.Y. and Yang, K. and Li, C.X. and Hong, L.Q. and Li, Z.G. and Zhu, J.",
TITLE = "ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data
for Semi-supervised Continual Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "5379-5388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128302"}
@inproceedings{bb132248,
AUTHOR = "Zhang, C. and Song, N. and Lin, G.S. and Zheng, Y. and Pan, P. and Xu, Y.H.",
TITLE = "Few-Shot Incremental Learning with Continually Evolved Classifiers",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "12450-12459",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128303"}
@inproceedings{bb132249,
AUTHOR = "Douillard, A. and Valle, E. and Ollion, C. and Robert, T. and Cord, M.",
TITLE = "Insights from the Future for Continual Learning",
BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3477-3486",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128304"}
@inproceedings{bb132250,
AUTHOR = "Hayes, T.L. and Kanan, C.",
TITLE = "Selective Replay Enhances Learning in Online Continual Analogical
Reasoning",
BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3497-3507",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128305"}
@inproceedings{bb132251,
AUTHOR = "Kuo, N.I.H. and Harandi, M. and Fourrier, N. and Walder, C. and Ferraro, G. and Suominen, H.",
TITLE = "Plastic and Stable Gated Classifiers for Continual Learning",
BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3548-3553",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128306"}
@inproceedings{bb132252,
AUTHOR = "Mai, Z. and Li, R. and Kim, H.W. and Sanner, S.",
TITLE = "Supervised Contrastive Replay: Revisiting the Nearest Class Mean
Classifier in Online Class-Incremental Continual Learning",
BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3584-3594",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128307"}
@inproceedings{bb132253,
AUTHOR = "Lomonaco, V. and Pellegrini, L. and Cossu, A. and Carta, A. and Graffieti, G. and Hayes, T.L. and de Lange, M. and Masana, M. and Pomponi, J. and van de Ven, G.M. and Mundt, M. and She, Q. and Cooper, K. and Forest, J. and Belouadah, E. and Calderara, S. and Parisi, G.I. and Cuzzolin, F. and Tolias, A.S. and Scardapane, S. and Antiga, L. and Ahmad, S. and Popescu, A. and Kanan, C. and van de Weijer, J. and Tuytelaars, T. and Bacciu, D. and Maltoni, D.",
TITLE = "Avalanche: an End-to-End Library for Continual Learning",
BOOKTITLE = CLVision21,
YEAR = "2021",
PAGES = "3595-3605",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128308"}
@inproceedings{bb132254,
AUTHOR = "Mirzadeh, S.I. and Ghasemzadeh, H.",
TITLE = "CL-Gym: Full-Featured PyTorch Library for Continual Learning",
BOOKTITLE = OmniCV21,
YEAR = "2021",
PAGES = "3616-3622",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128309"}
@inproceedings{bb132255,
AUTHOR = "Buzzega, P. and Boschini, M. and Porrello, A. and Calderara, S.",
TITLE = "Rethinking Experience Replay: a Bag of Tricks for Continual Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2180-2187",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128310"}
@inproceedings{bb132256,
AUTHOR = "Li, X.O. and Shan, L.L. and Li, M.L. and Wang, W.Q.",
TITLE = "Energy Minimum Regularization in Continual Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6404-6409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128311"}
@inproceedings{bb132257,
AUTHOR = "Ho, C.H. and Tsai, S.H.L.",
TITLE = "RSAC: Regularized Subspace Approximation Classifier for Lightweight
Continuous Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "6680-6687",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128312"}
@inproceedings{bb132258,
AUTHOR = "Kim, C.D. and Jeong, J. and Kim, G.",
TITLE = "Imbalanced Continual Learning with Partitioning Reservoir Sampling",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIII:411-428",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128313"}
@inproceedings{bb132259,
AUTHOR = "Fini, E. and Lathuiliere, S. and Sangineto, E. and Nabi, M. and Ricci, E.",
TITLE = "Online Continual Learning Under Extreme Memory Constraints",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXVIII:720-735",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128314"}
@inproceedings{bb132260,
AUTHOR = "Prabhu, A. and Torr, P.H.S. and Dokania, P.K.",
TITLE = "GDUMB:
A Simple Approach that Questions Our Progress in Continual Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "II:524-540",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128315"}
@inproceedings{bb132261,
AUTHOR = "Lomonaco, V. and Maltoni, D. and Pellegrini, L.",
TITLE = "Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "989-998",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128316"}
@inproceedings{bb132262,
AUTHOR = "Silver, D.L. and Mahfuz, S.",
TITLE = "Generating Accurate Pseudo Examples for Continual Learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "1035-1042",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128317"}
@inproceedings{bb132263,
AUTHOR = "Parshotam, K. and Kilickaya, M.",
TITLE = "Continual Learning of Object Instances",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "907-914",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128318"}
@inproceedings{bb132264,
AUTHOR = "Mirzadeh, S.I. and Farajtabar, M. and Ghasemzadeh, H.",
TITLE = "Dropout as an Implicit Gating Mechanism For Continual Learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "945-951",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128319"}
@inproceedings{bb132265,
AUTHOR = "Zhang, J. and Zhang, J.T. and Ghosh, S. and Li, D.W. and Zhu, J.W. and Zhang, H.M. and Wang, Y.L.",
TITLE = "Regularize, Expand and Compress: NonExpansive Continual Learning",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "843-851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128320"}
@inproceedings{bb132266,
AUTHOR = "Ostapenko, O. and Puscas, M. and Klein, T. and Jahnichen, P. and Nabi, M.",
TITLE = "Learning to Remember: A Synaptic Plasticity Driven Framework for
Continual Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11313-11321",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128321"}
@inproceedings{bb132267,
AUTHOR = "Murata, K. and Toyota, T. and Ohara, K.",
TITLE = "What is Happening Inside a Continual Learning Model?:
A Representation-Based Evaluation of Representational Forgetting",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "952-956",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128322"}
@inproceedings{bb132268,
AUTHOR = "Abati, D. and Tomczak, J. and Blankevoort, T. and Calderara, S. and Cucchiara, R. and Bejnordi, B.E.",
TITLE = "Conditional Channel Gated Networks for Task-Aware Continual Learning",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "3930-3939",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128323"}
@inproceedings{bb132269,
AUTHOR = "Lee, J. and Hong, H.G. and Joo, D. and Kim, J.",
TITLE = "Continual Learning With Extended Kronecker-Factored Approximate
Curvature",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8998-9007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128324"}
@inproceedings{bb132270,
AUTHOR = "Kim, J. and Kim, J. and Kwak, N.",
TITLE = "StackNet: Stacking feature maps for Continual learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "975-982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128325"}
@inproceedings{bb132271,
AUTHOR = "Du, X. and Li, Z. and Seo, J. and Liu, F. and Cao, Y.",
TITLE = "Noise-based Selection of Robust Inherited Model for Accurate
Continual Learning",
BOOKTITLE = CLVision20,
YEAR = "2020",
PAGES = "983-988",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128326"}
@inproceedings{bb132272,
AUTHOR = "Aljundi, R. and Kelchtermans, K. and Tuytelaars, T.",
TITLE = "Task-Free Continual Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11246-11255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128327"}
@inproceedings{bb132273,
AUTHOR = "Park, D.M. and Hong, S. and Han, B.H. and Lee, K.M.",
TITLE = "Continual Learning by Asymmetric Loss Approximation With Single-Side
Overestimation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3334-3343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128328"}
@inproceedings{bb132274,
AUTHOR = "El Khatib, A. and Karray, F.",
TITLE = "Strategies for Improving Single-Head Continual Learning Performance",
BOOKTITLE = ICIAR19,
YEAR = "2019",
PAGES = "I:452-460",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128329"}
@inproceedings{bb132275,
AUTHOR = "Hayes, T.L. and Kemker, R. and Cahill, N.D. and Kanan, C.",
TITLE = "New Metrics and Experimental Paradigms for Continual Learning",
BOOKTITLE = DeepLearnRV18,
YEAR = "2018",
PAGES = "2112-21123",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128330"}
@inproceedings{bb132276,
AUTHOR = "Zhai, M.Y. and Chen, L. and Mori, G.",
TITLE = "Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned
Generation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2246-2255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128331"}
@inproceedings{bb132277,
AUTHOR = "Zhai, M.Y. and Chen, L. and He, J.W. and Nawhal, M. and Tung, F. and Mori, G.",
TITLE = "Piggyback GAN:
Efficient Lifelong Learning for Image Conditioned Generation",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXI:397-413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128332"}
@inproceedings{bb132278,
AUTHOR = "Zhai, M.Y. and Chen, L. and Tung, F. and He, J.W. and Nawhal, M. and Mori, G.",
TITLE = "Lifelong GAN: Continual Learning for Conditional Image Generation",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2759-2768",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617cont5.html#TT128333"}
@article{bb132279,
AUTHOR = "Wang, G.X. and Ren, P.",
TITLE = "Hyperspectral Image Classification with Feature-Oriented Adversarial
Active Learning",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128334"}
@article{bb132280,
AUTHOR = "Berger, K. and Caicedo, J.P.R. and Martino, L. and Wocher, M. and Hank, T. and Verrelst, J.",
TITLE = "A Survey of Active Learning for Quantifying Vegetation Traits from
Terrestrial Earth Observation Data",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128335"}
@article{bb132281,
AUTHOR = "Gweon, H. and Yu, H.",
TITLE = "A nearest neighbor-based active learning method and its application
to time series classification",
JOURNAL = PRL,
VOLUME = "146",
YEAR = "2021",
PAGES = "230-236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128336"}
@article{bb132282,
AUTHOR = "Fonseca, J. and Douzas, G. and Bacao, F.",
TITLE = "Increasing the Effectiveness of Active Learning: Introducing
Artificial Data Generation in Active Learning for Land Use/Land Cover
Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128337"}
@article{bb132283,
AUTHOR = "Li, C.S. and Li, R.Q. and Yuan, Y. and Wang, G.R. and Xu, D.",
TITLE = "Deep Unsupervised Active Learning via Matrix Sketching",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "9280-9293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128338"}
@article{bb132284,
AUTHOR = "Wu, D.R. and Huang, J.",
TITLE = "Affect Estimation in 3D Space Using Multi-Task Active Learning for
Regression",
JOURNAL = AffCom,
VOLUME = "13",
YEAR = "2022",
NUMBER = "1",
MONTH = "January",
PAGES = "16-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128339"}
@article{bb132285,
AUTHOR = "Li, C.S. and Ma, H.D. and Yuan, Y. and Wang, G.R. and Xu, D.",
TITLE = "Structure Guided Deep Neural Network for Unsupervised Active Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
NUMBER = "2022",
PAGES = "2767-2781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128340"}
@article{bb132286,
AUTHOR = "Korycki, L. and Krawczyk, B.",
TITLE = "Instance exploitation for learning temporary concepts from sparsely
labeled drifting data streams",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128341"}
@inproceedings{bb132287,
AUTHOR = "Korycki, L. and Krawczyk, B.",
TITLE = "Class-Incremental Experience Replay for Continual Learning under
Concept Drift",
BOOKTITLE = OmniCV21,
YEAR = "2021",
PAGES = "3644-3653",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128342"}
@article{bb132288,
AUTHOR = "Shen, Y. and Song, Y.H. and Wu, C.H. and Kuo, C.C.J.",
TITLE = "TBAL: Two-stage batch-mode active learning for image classification",
JOURNAL = SP:IC,
VOLUME = "106",
YEAR = "2022",
PAGES = "116731",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128343"}
@article{bb132289,
AUTHOR = "Yang, Y.Z. and Loog, M.",
TITLE = "To Actively Initialize Active Learning",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128344"}
@article{bb132290,
AUTHOR = "Kocanaogullari, A. and Akcakaya, M. and Erdogmus, D.",
TITLE = "Stopping Criterion Design for Recursive Bayesian Classification:
Analysis and Decision Geometry",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5590-5601",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128345"}
@article{bb132291,
AUTHOR = "Chen, X. and Wujek, B.",
TITLE = "A Unified Framework for Automatic Distributed Active Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9774-9786",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128346"}
@article{bb132292,
AUTHOR = "Du, P. and Chen, H. and Zhao, S. and Chai, S.W. and Chen, H. and Li, C.P.",
TITLE = "Contrastive Active Learning Under Class Distribution Mismatch",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4260-4273",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128347"}
@inproceedings{bb132293,
AUTHOR = "Du, P. and Zhao, S. and Chen, H. and Chai, S.W. and Chen, H. and Li, C.P.",
TITLE = "Contrastive Coding for Active Learning under Class Distribution
Mismatch",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8907-8916",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128348"}
@article{bb132294,
AUTHOR = "Guo, J.F. and Pang, Z.Q. and Bai, M.Y. and Xiao, Y.B. and Zhang, J.",
TITLE = "Independency-enhancing adversarial active learning",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "5",
PAGES = "1427-1437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128349"}
@article{bb132295,
AUTHOR = "Wang, Z.M. and Chen, Z.X. and Du, B.",
TITLE = "Active Learning With Co-Auxiliary Learning and Multi-Level Diversity
for Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "3899-3911",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128350"}
@article{bb132296,
AUTHOR = "Shoham, N. and Avron, H.",
TITLE = "Experimental Design for Overparameterized Learning With Application
to Single Shot Deep Active Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11766-11777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128351"}
@article{bb132297,
AUTHOR = "Wang, M. and Wen, T. and Jiang, X.Y. and Zhang, A.A.",
TITLE = "Open set transfer learning through distribution driven active
learning",
JOURNAL = PR,
VOLUME = "146",
YEAR = "2024",
PAGES = "110055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128352"}
@article{bb132298,
AUTHOR = "Li, W.W. and Qian, W. and Chen, L. and Jia, X.",
TITLE = "Sample diversity selection strategy based on label distribution
morphology for active label distribution learning",
JOURNAL = PR,
VOLUME = "150",
YEAR = "2024",
PAGES = "110322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128353"}
@article{bb132299,
AUTHOR = "Tan, W. and Du, L. and Buntine, W.",
TITLE = "Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active
Learning",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3463-3479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern617acle4.html#TT128354"}
Last update:Apr 18, 2024 at 11:38:49