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TITLE = "Progressive Stage-wise Learning for Unsupervised Feature
Representation Enhancement",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "9762-9771",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT146979"}
@inproceedings{bb151063,
AUTHOR = "Dang, Z.Y. and Deng, C. and Yang, X. and Wei, K. and Huang, H.",
TITLE = "Nearest Neighbor Matching for Deep Clustering",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13688-13697",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT146980"}
@inproceedings{bb151064,
AUTHOR = "Xie, Z.D. and Lin, Y.T. and Zhang, Z. and Cao, Y. and Lin, S. and Hu, H.",
TITLE = "Propagate Yourself: Exploring Pixel-Level Consistency for
Unsupervised Visual Representation Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16679-16688",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT146981"}
@inproceedings{bb151065,
AUTHOR = "Park, S. and Han, S. and Kim, S. and Kim, D. and Park, S. and Hong, S. and Cha, M.",
TITLE = "Improving Unsupervised Image Clustering With Robust Learning",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "12273-12282",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT146982"}
@inproceedings{bb151066,
AUTHOR = "Henzler, P. and Reizenstein, J. and Labatut, P. and Shapovalov, R. and Ritschel, T. and Vedaldi, A. and Novotny, D.",
TITLE = "Unsupervised Learning of 3D Object Categories from Videos in the Wild",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "4698-4707",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT146983"}
@inproceedings{bb151067,
AUTHOR = "Zhang, Y.F. and Liu, C. and Zhou, Y. and Wang, W. and Wang, W.P. and Ye, Q.X.",
TITLE = "Progressive Cluster Purification for Unsupervised Feature Learning",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8476-8483",
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@inproceedings{bb151068,
AUTHOR = "Aizawa, H. and Kataoka, H. and Satoh, Y. and Kato, K.",
TITLE = "Disentangle, Assemble, and Synthesize:
Unsupervised Learning to Disentangle Appearance and Location",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "2065-2072",
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@inproceedings{bb151069,
AUTHOR = "Wang, R. and Li, L. and Wang, P.P. and Tao, X.H. and Liu, P.",
TITLE = "Feature-aware unsupervised learning with joint variational attention
and automatic clustering",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "923-930",
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@inproceedings{bb151070,
AUTHOR = "Han, S. and Park, S. and Park, S.K. and Kim, S. and Cha, M.",
TITLE = "Mitigating Embedding and Class Assignment Mismatch in Unsupervised
Image Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIV:768-784",
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@inproceedings{bb151071,
AUTHOR = "Abukmeil, M. and Ferrari, S. and Genovese, A. and Piuri, V. and Scotti, F.",
TITLE = "Unsupervised Learning From Limited Available Data by ß-NMF and Dual
Autoencoder",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "81-85",
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@inproceedings{bb151072,
AUTHOR = "van Gansbeke, W. and Vandenhende, S. and Georgoulis, S. and Proesmans, M. and Van Gool, L.J.",
TITLE = "Scan: Learning to Classify Images Without Labels",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "X:268-285",
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@inproceedings{bb151073,
AUTHOR = "Newell, A. and Deng, J.",
TITLE = "How Useful Is Self-Supervised Pretraining for Visual Tasks?",
BOOKTITLE = CVPR20,
YEAR = "2020",
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@inproceedings{bb151074,
AUTHOR = "Ye, M. and Shen, J.",
TITLE = "Probabilistic Structural Latent Representation for Unsupervised
Embedding",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "5456-5465",
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@inproceedings{bb151075,
AUTHOR = "Gao, X. and Hu, W. and Qi, G.",
TITLE = "GraphTER: Unsupervised Learning of Graph Transformation Equivariant
Representations via Auto-Encoding Node-Wise Transformations",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7161-7170",
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@inproceedings{bb151076,
AUTHOR = "Ji, X. and Vedaldi, A. and Henriques, J.",
TITLE = "Invariant Information Clustering for Unsupervised Image
Classification and Segmentation",
BOOKTITLE = ICCV19,
YEAR = "2019",
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@inproceedings{bb151077,
AUTHOR = "Sun, C. and Myers, A. and Vondrick, C. and Murphy, K. and Schmid, C.",
TITLE = "VideoBERT: A Joint Model for Video and Language Representation
Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "7463-7472",
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@inproceedings{bb151078,
AUTHOR = "Feng, Z. and Xu, C. and Tao, D.C.",
TITLE = "Self-Supervised Representation Learning From Multi-Domain Data",
BOOKTITLE = ICCV19,
YEAR = "2019",
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@inproceedings{bb151079,
AUTHOR = "Nina, O. and Moody, J. and Milligan, C.",
TITLE = "A Decoder-Free Approach for Unsupervised Clustering and Manifold
Learning with Random Triplet Mining",
BOOKTITLE = CLI19,
YEAR = "2019",
PAGES = "3987-3994",
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@inproceedings{bb151080,
AUTHOR = "Zhuo, J.B. and Wang, S.H. and Cui, S.H. and Huang, Q.M.",
TITLE = "Unsupervised Open Domain Recognition by Semantic Discrepancy
Minimization",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "750-759",
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@inproceedings{bb151081,
AUTHOR = "Nguyen, T.G.L. and Ardizzone, L. and Kothe, U.",
TITLE = "Training Invertible Neural Networks as Autoencoders",
BOOKTITLE = GCPR19,
YEAR = "2019",
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@inproceedings{bb151082,
AUTHOR = "Suzuki, T. and Itazuri, T. and Hara, K. and Kataoka, H.",
TITLE = "Learning Spatiotemporal 3D Convolution with Video Order
Self-supervision",
BOOKTITLE = PersonContext18,
YEAR = "2018",
PAGES = "II:590-598",
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@inproceedings{bb151083,
AUTHOR = "Lee, H. and Kim, T. and Song, E. and Lee, S.",
TITLE = "Collabonet:
Collaboration of Generative Models by Unsupervised Classification",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "1068-1072",
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@inproceedings{bb151084,
AUTHOR = "Ya, H. and Sun, H. and Helt, J. and Lee, T.S.",
TITLE = "Learning to Associate Words and Images Using a Large-Scale Graph",
BOOKTITLE = CRV17,
YEAR = "2017",
PAGES = "16-23",
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@inproceedings{bb151085,
AUTHOR = "Meng, F. and Liu, H. and Liang, Y. and Wei, L. and Pei, J.",
TITLE = "A bidirectional adaptive bandwidth mean shift strategy for clustering",
BOOKTITLE = ICIP17,
YEAR = "2017",
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@inproceedings{bb151086,
AUTHOR = "Hoang, T. and Do, T.T. and Le Tan, D.K. and Cheung, N.M.",
TITLE = "Enhancing feature discrimination for unsupervised hashing",
BOOKTITLE = ICIP17,
YEAR = "2017",
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@inproceedings{bb151087,
AUTHOR = "En, S. and Cremilleux, B. and Jurie, F.",
TITLE = "Unsupervised deep hashing with stacked convolutional autoencoders",
BOOKTITLE = ICIP17,
YEAR = "2017",
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@inproceedings{bb151088,
AUTHOR = "Prabhushankar, M. and Temel, D. and Al Regib, G.",
TITLE = "Generating adaptive and robust filter sets using an unsupervised
learning framework",
BOOKTITLE = ICIP17,
YEAR = "2017",
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@inproceedings{bb151089,
AUTHOR = "Jenni, S. and Meishvili, G. and Favaro, P.",
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BOOKTITLE = ECCV20,
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AUTHOR = "Noroozi, M. and Pirsiavash, H. and Favaro, P.",
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BOOKTITLE = ICCV17,
YEAR = "2017",
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@inproceedings{bb151091,
AUTHOR = "Hassanzadeh, A. and Kaarna, A. and Kauranne, T.",
TITLE = "Unsupervised Multi-manifold Classification of Hyperspectral Remote
Sensing Images with Contractive Autoencoder",
BOOKTITLE = SCIA17,
YEAR = "2017",
PAGES = "II: 169-180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT147008"}
@inproceedings{bb151092,
AUTHOR = "Mukuta, Y. and Harada, T.",
TITLE = "Kernel Approximation via Empirical Orthogonal Decomposition for
Unsupervised Feature Learning",
BOOKTITLE = CVPR16,
YEAR = "2016",
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@inproceedings{bb151093,
AUTHOR = "Pathak, D. and Krahenbuhl, P. and Donahue, J. and Darrell, T.J. and Efros, A.A.",
TITLE = "Context Encoders: Feature Learning by Inpainting",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2536-2544",
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@inproceedings{bb151094,
AUTHOR = "Yang, J. and Parikh, D. and Batra, D.",
TITLE = "Joint Unsupervised Learning of Deep Representations and Image
Clusters",
BOOKTITLE = CVPR16,
YEAR = "2016",
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@inproceedings{bb151095,
AUTHOR = "Li, Y. and Huang, C. and Tang, X. and Loy, C.C.",
TITLE = "Learning to Disambiguate by Asking Discriminative Questions",
BOOKTITLE = ICCV17,
YEAR = "2017",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT147012"}
@inproceedings{bb151096,
AUTHOR = "Huang, C. and Loy, C.C. and Tang, X.",
TITLE = "Unsupervised Learning of Discriminative Attributes and Visual
Representations",
BOOKTITLE = CVPR16,
YEAR = "2016",
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@inproceedings{bb151097,
AUTHOR = "Wang, J. and Miao, Y. and Khamis, A. and Karray, F. and Liang, J.",
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A Survey of the State-of-the-Art and Future Directions",
BOOKTITLE = ICIAR16,
YEAR = "2016",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT147014"}
@inproceedings{bb151098,
AUTHOR = "Afonso, M. and Teixeira, L.F.",
TITLE = "Experimental Evaluation of the Bag-of-Features Model for Unsupervised
Learning of Images",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615.html#TT147015"}
@inproceedings{bb151099,
AUTHOR = "Tariq, A. and Foroosh, H.",
TITLE = "T-clustering: Image clustering by tensor decomposition",
BOOKTITLE = ICIP15,
YEAR = "2015",
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