@inproceedings{bb138200, AUTHOR = "Lomker, F. and Sagerer, G.", TITLE = "A Multimodal System for Object Learning", BOOKTITLE = DAGM02, YEAR = "2002", PAGES = "490 ff.", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134215"} @inproceedings{bb138201, AUTHOR = "Lashkia, G.V.", TITLE = "Learning with relevant features and examples", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "II: 68-71", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134216"} @inproceedings{bb138202, AUTHOR = "Roobaert, D. and Zillich, M. and Eklundh, J.O.", TITLE = "A Pure Learning Approach to Background-Invariant Object Recognition Using Pedagogical Support Vector Learning", BOOKTITLE = CVPR01, YEAR = "2001", PAGES = "II:351-357", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134217"} @inproceedings{bb138203, AUTHOR = "Caelli, T.M.", TITLE = "Learning Image Feature Extraction: Modeling, Tracking and Predicting Human Performance", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol II: 215-218", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134218"} @inproceedings{bb138204, AUTHOR = "Duta, N. and Jain, A.K. and Dubuisson Jolly, M.P.", TITLE = "Learning-based Object Detection in Cardiac MR Images", BOOKTITLE = ICCV99, YEAR = "1999", PAGES = "1210-1216", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134219"} @inproceedings{bb138205, AUTHOR = "Duta, N. and Jain, A.K. and Dubuisson Jolly, M.P.", TITLE = "Learning 2D Shape Models", BOOKTITLE = CVPR99, YEAR = "1999", PAGES = "II: 8-14", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134220"} @inproceedings{bb138206, AUTHOR = "Kato, T. and Ninomiya, Y.", TITLE = "An Approach to Vehicle Recognition Using Supervised Learning", BOOKTITLE = MVA98, YEAR = "1998", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134221"} @inproceedings{bb138207, AUTHOR = "Vetter, T. and Jones, M.J. and Poggio, T.", TITLE = "A Bootstrapping Algorithm for Learning Linear Models of Object Classes", BOOKTITLE = CVPR97, YEAR = "1997", PAGES = "40-46", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134222"} @inproceedings{bb138208, AUTHOR = "Poggio, T. and Jones, M.J. and Vetter, T.", TITLE = "A Bootstrapping Algorithm for Learning Linear Models of Object Classes", BOOKTITLE = DARPA97, YEAR = "1997", PAGES = "1373-1378", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134222"} @inproceedings{bb138209, AUTHOR = "Shu, D.B. and Li, C.C.", TITLE = "Reordering of Surface Feature Vectors in Training for 3-D Object Recognition", BOOKTITLE = ICPR86, YEAR = "1986", PAGES = "111-115", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134223"} @inproceedings{bb138210, AUTHOR = "Tomita, F.", TITLE = "A Learning Vision System for 2D Object Recognition", BOOKTITLE = IJCAI83, YEAR = "1983", PAGES = "1132-1135", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern644.html#TT134224"} @article{bb138211, AUTHOR = "You, C. and Li, C. and Robinson, D.P. and Vidal, R.", TITLE = "Self-Representation Based Unsupervised Exemplar Selection in a Union of Subspaces", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "5", MONTH = "May", PAGES = "2698-2711", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134225"} @article{bb138212, AUTHOR = "Shi, W.J. and Huang, G. and Song, S. and Wang, Z.Y. and Lin, T.Y. and Wu, C.", TITLE = "Self-Supervised Discovering of Interpretable Features for Reinforcement Learning", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "5", MONTH = "May", PAGES = "2712-2724", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134226"} @article{bb138213, AUTHOR = "Shi, W.J. and Huang, G. and Song, S. and Wu, C.", TITLE = "Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement Learning", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "10222-10235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134227"} @article{bb138214, AUTHOR = "Durrant, A. and Leontidis, G.", TITLE = "Hyperspherically regularized networks for self-supervision", JOURNAL = IVC, VOLUME = "124", YEAR = "2022", PAGES = "104494", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134228"} @article{bb138215, AUTHOR = "Berg, P. and Pham, M.T. and Courty, N.", TITLE = "Self-Supervised Learning for Scene Classification in Remote Sensing: Current State of the Art and Perspectives", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "16", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134229"} @article{bb138216, AUTHOR = "Gao, Y. and Sun, X.J. and Liu, C.", TITLE = "A General Self-Supervised Framework for Remote Sensing Image Classification", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "19", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134230"} @article{bb138217, AUTHOR = "Chen, X.L. and Zhu, G.B. and Liu, M.Q.", TITLE = "Remote Sensing Image Scene Classification with Self-Supervised Learning Based on Partially Unlabeled Datasets", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134231"} @article{bb138218, AUTHOR = "Calhoun, Z.D. and Lahrichi, S. and Ren, S. and Malof, J.M. and Bradbury, K.", TITLE = "Self-Supervised Encoders Are Better Transfer Learners in Remote Sensing Applications", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "21", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134232"} @article{bb138219, AUTHOR = "Li, S. and Liu, F. and Hao, Z. and Jiao, L.C. and Liu, X. and Guo, Y.W.", TITLE = "MinEnt: Minimum entropy for self-supervised representation learning", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109364", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134233"} @article{bb138220, AUTHOR = "Wang, H. and Lu, N. and Luo, H. and Liu, Q.", TITLE = "Self-supervised clustering with assistance from off-the-shelf classifier", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109350", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134234"} @article{bb138221, AUTHOR = "Cheng, H.Y. and Li, H.L. and Qiu, H.Q. and Wu, Q.B. and Zhang, X.L. and Meng, F.M. and Ngan, K.N.", TITLE = "Unsupervised Visual Representation Learning via Multi-Dimensional Relationship Alignment", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "1613-1626", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134235"} @article{bb138222, AUTHOR = "Alfaro Contreras, M. and Rios Vila, A. and Valero Mas, J.J. and Calvo Zaragoza, J.", TITLE = "Few-shot symbol classification via self-supervised learning and nearest neighbor", JOURNAL = PRL, VOLUME = "167", YEAR = "2023", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134236"} @article{bb138223, AUTHOR = "Qin, Y. and Ye, Y.X. and Zhao, Y. and Wu, J.Z. and Zhang, H. and Cheng, K. and Li, K.", TITLE = "Nearest Neighboring Self-Supervised Learning for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "6", PAGES = "1713", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134237"} @article{bb138224, AUTHOR = "Ye, F. and Bors, A.G.", TITLE = "Dynamic Self-Supervised Teacher-Student Network Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "5731-5748", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134238"} @article{bb138225, AUTHOR = "Wang, J.T. and Xu, Z.W. and Yang, X.W. and Guo, D.J. and Liu, L.M.", TITLE = "Self-supervised image clustering from multiple incomplete views via constrastive complementary generation", JOURNAL = IET-CV, VOLUME = "17", YEAR = "2023", NUMBER = "2", PAGES = "189-202", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134239"} @article{bb138226, AUTHOR = "Wang, F. and Kong, T. and Zhang, R. and Liu, H.P. and Li, H.", TITLE = "Self-Supervised Learning by Estimating Twin Class Distribution", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "2228-2236", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134240"} @article{bb138227, AUTHOR = "Zhao, W. and Li, C.Y. and Zhang, W.D. and Yang, L. and Zhuang, P.X. and Li, L.Q. and Fan, K. and Yang, H.H.", TITLE = "Embedding Global Contrastive and Local Location in Self-Supervised Learning", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "2275-2289", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134241"} @article{bb138228, AUTHOR = "Ge, J. and Liu, Y.X. and Gui, J. and Fang, L.T. and Lin, M. and Kwok, J.T.Y. and Huang, L.G. and Luo, B.", TITLE = "Learning the Relation Between Similarity Loss and Clustering Loss in Self-Supervised Learning", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "3442-3454", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134242"} @article{bb138229, AUTHOR = "Peng, Z.H. and Liu, H. and Jia, Y.H. and Hou, J.H.", TITLE = "Deep Attention-Guided Graph Clustering With Dual Self-Supervision", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "7", MONTH = "July", PAGES = "3296-3307", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134243"} @article{bb138230, AUTHOR = "Yan, D.S. and Gong, X. and Zhang, Z.", TITLE = "Rotated and Masked Image Modeling: A Superior Self-Supervised Method for Classification", JOURNAL = SPLetters, VOLUME = "30", YEAR = "2023", PAGES = "1477-1481", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134244"} @article{bb138231, AUTHOR = "Zhang, X. and Han, L.X.", TITLE = "A Generic Self-Supervised Learning (SSL) Framework for Representation Learning from Spectral-Spatial Features of Unlabeled Remote Sensing Imagery", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "21", PAGES = "5238", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134245"} @article{bb138232, AUTHOR = "Xu, G.Z. and Jiang, X. and Li, X.T. and Zhang, Z. and Liu, X.Z.", TITLE = "Exploring Self-Supervised Learning for Multi-Modal Remote Sensing Pre-Training via Asymmetric Attention Fusion", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "24", PAGES = "5682", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134246"} @article{bb138233, AUTHOR = "Yan, Z.C. and An, Y.X. and Xue, H.", TITLE = "Reinforced Self-Supervised Training for Few-Shot Learning", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "731-735", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134247"} @inproceedings{bb138234, AUTHOR = "Atito, S. and Awais, M. and Nandam, S. and Kittler, J.V.", TITLE = "GMML is All You Need", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2125-2129", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134248"} @inproceedings{bb138235, AUTHOR = "Yoshihashi, R. and Nishimura, S. and Yonebayashi, D. and Otsuka, Y. and Tanaka, T. and Miyazaki, T.", TITLE = "Ladder Siamese Network: A Method and Insights for Multi-Level Self-Supervised Learning", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "211-215", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134249"} @inproceedings{bb138236, AUTHOR = "Kim, Y. and Kong, B.S.", TITLE = "Adding Distance Information to Self-Supervised Learning for rich Representations", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1270-1274", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134250"} @inproceedings{bb138237, AUTHOR = "Mohamadi, S. and Doretto, G. and Adjeroh, D.A.", TITLE = "More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1390-1394", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134251"} @inproceedings{bb138238, AUTHOR = "Chattopadhyay, S. and Ganguly, S. and Chaudhury, S. and Nag, S. and Chattopadhyay, S.", TITLE = "Exploring Self-Supervised Representation Learning for Low-Resource Medical Image Analysis", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1440-1444", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134252"} @inproceedings{bb138239, AUTHOR = "Guo, J.M. and Seshathiri, S.", TITLE = "Self-Supervised Learning for Scanned Halftone Classification with Novel Augmentation Techniques", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2650-2654", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134253"} @inproceedings{bb138240, AUTHOR = "Chhipa, P.C. and Holmgren, J.R. and De, K. and Saini, R. and Liwicki, M.", TITLE = "Can Self-Supervised Representation Learning Methods Withstand Distribution Shifts and Corruptions?", BOOKTITLE = OutDistri23, YEAR = "2023", PAGES = "4469-4478", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134254"} @inproceedings{bb138241, AUTHOR = "Chhipa, P.C. and Chopra, M. and Mengi, G. and Gupta, V. and Upadhyay, R. and Chippa, M.S. and De, K. and Saini, R. and Uchida, S. and Liwicki, M.", TITLE = "Functional Knowledge Transfer with Self-supervised Representation Learning", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "3339-3343", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134255"} @inproceedings{bb138242, AUTHOR = "Feng, Z.Z. and Zhang, S.L.", TITLE = "Evolved Part Masking for Self-Supervised Learning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "10386-10395", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134256"} @inproceedings{bb138243, AUTHOR = "Huang, H.P. and Herrmann, C. and Hur, J. and Lu, E. and Sargent, K. and Stone, A. and Yang, M.H. and Sun, D.Q.", TITLE = "Self-supervised AutoFlow", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "11412-11421", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134257"} @inproceedings{bb138244, AUTHOR = "Chen, W.H. and Xu, X.Z. and Jia, J. and Luo, H. and Wang, Y. and Wang, F. and Jin, R. and Sun, X.", TITLE = "Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "15050-15061", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134258"} @inproceedings{bb138245, AUTHOR = "Assran, M. and Duval, Q. and Misra, I. and Bojanowski, P. and Vincent, P. and Rabbat, M. and Le Cun, Y.L. and Ballas, N.", TITLE = "Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "15619-15629", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134259"} @inproceedings{bb138246, AUTHOR = "Cao, Y.H. and Sun, P.Q. and Zhou, S.C.", TITLE = "Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "15742-15751", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134260"} @inproceedings{bb138247, AUTHOR = "Xiao, B. and Hu, Y. and Liu, B. and Bi, X.L. and Li, W.S. and Gao, X.B.", TITLE = "DLBD: A Self-Supervised Direct-Learned Binary Descriptor", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "15846-15855", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134261"} @inproceedings{bb138248, AUTHOR = "Zhang, Z.Y. and Dong, Y.H. and Liu, Y.Z. and Yi, L.", TITLE = "Complete-to-Partial 4D Distillation for Self-Supervised Point Cloud Sequence Representation Learning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "17661-17670", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134262"} @inproceedings{bb138249, AUTHOR = "Cao, D.L. and Bernard, F.", TITLE = "Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "17735-17744", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134263"} @inproceedings{bb138250, AUTHOR = "Ye, B.T. and Liu, S. and Li, X.T. and Yang, M.H.", TITLE = "Self-Supervised Super-Plane for Neural 3D Reconstruction", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "21415-21424", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134264"} @inproceedings{bb138251, AUTHOR = "Wang, R. and Yu, Z. and Gao, S.H.", TITLE = "PlaneDepth: Self-Supervised Depth Estimation via Orthogonal Planes", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "21425-21434", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134265"} @inproceedings{bb138252, AUTHOR = "Zhang, Z.K. and Hoai, M.", TITLE = "Object Detection with Self-Supervised Scene Adaptation", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "21589-21599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134266"} @inproceedings{bb138253, AUTHOR = "Lazard, T. and Lerousseau, M. and Decenciere, E. and Walter, T.", TITLE = "Giga-SSL: Self-Supervised Learning for Gigapixel Images", BOOKTITLE = CVMI23, YEAR = "2023", PAGES = "4305-4314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134267"} @inproceedings{bb138254, AUTHOR = "Li, K. and Wigington, C. and Tensmeyer, C. and Morariu, V.I. and Zhao, H. and Manjunatha, V. and Barmpalios, N. and Fu, Y.", TITLE = "Improving Cross-Domain Detection with Self-Supervised Learning", BOOKTITLE = L3D-IVU23, YEAR = "2023", PAGES = "4746-4755", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134268"} @inproceedings{bb138255, AUTHOR = "Kordopatis Zilos, G. and Tolias, G. and Tzelepis, C. and Kompatsiaris, I. and Patras, I. and Papadopoulos, S.", TITLE = "Self-Supervised Video Similarity Learning", BOOKTITLE = L3D-IVU23, YEAR = "2023", PAGES = "4756-4766", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134269"} @inproceedings{bb138256, AUTHOR = "Zhu, W.T. and Liu, J.Y. and Huang, Y.F.", TITLE = "HNSSL: Hard Negative-Based Self-Supervised Learning", BOOKTITLE = L3D-IVU23, YEAR = "2023", PAGES = "4778-4787", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134270"} @inproceedings{bb138257, AUTHOR = "Fini, E. and Astolfi, P. and Alahari, K. and Alameda Pineda, X. and Mairal, J. and Nabi, M. and Ricci, E.", TITLE = "Semi-supervised learning made simple with self-supervised clustering", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "3187-3197", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134271"} @inproceedings{bb138258, AUTHOR = "Agaram, R. and Dewan, S. and Sajnani, R. and Poulenard, A. and Krishna, M. and Sridhar, S.", TITLE = "Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "4500-4510", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134272"} @inproceedings{bb138259, AUTHOR = "Tran, B. and Hua, B.S. and Tran, A.T. and Hoai, M.", TITLE = "Self-supervised Learning with Multi-view Rendering for 3d Point Cloud Analysis", BOOKTITLE = ACCV22, YEAR = "2022", PAGES = "I:413-431", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134273"} @inproceedings{bb138260, AUTHOR = "Lialin, V. and Rawls, S. and Chan, D. and Ghosh, S. and Rumshisky, A. and Hamza, W.", TITLE = "Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data", BOOKTITLE = Pretrain23, YEAR = "2023", PAGES = "390-400", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134274"} @inproceedings{bb138261, AUTHOR = "Sinha, S. and Gehler, P. and Locatello, F. and Schiele, B.", TITLE = "TeST: Test-time Self-Training under Distribution Shift", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2758-2768", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134275"} @inproceedings{bb138262, AUTHOR = "Mohamadi, S. and Doretto, G. and Adjeroh, D.A.", TITLE = "FUSSL: Fuzzy Uncertain Self Supervised Learning", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2798-2807", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134276"} @inproceedings{bb138263, AUTHOR = "Kocyigit, M.T. and Hospedales, T.M. and Bilen, H.", TITLE = "Accelerating Self-Supervised Learning via Efficient Training Strategies", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "5643-5653", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134277"} @inproceedings{bb138264, AUTHOR = "Chen, Z. and Agarwal, D. and Aggarwal, K. and Safta, W. and Balan, M.M. and Brown, K.", TITLE = "Masked Image Modeling Advances 3D Medical Image Analysis", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "1969-1979", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134278"} @inproceedings{bb138265, AUTHOR = "Yang, H.Y. and Wang, D.Q. and Zhao, Z.Y. and Wang, X.Y.", TITLE = "SSL-DC: Improving Transduxctive Few-Shot Learning via Self-Supervised Learning and Distribution Calibration", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "4892-4898", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134279"} @inproceedings{bb138266, AUTHOR = "Huang, Y.H. and Tseng, Y.C.", TITLE = "A Self-Supervised Solution for the Switch-Toggling Visual Task", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "3429-3435", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134280"} @inproceedings{bb138267, AUTHOR = "Liu, H.T. and Cai, M. and Lee, Y.J.", TITLE = "Masked Discrimination for Self-supervised Learning on Point Clouds", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "II:657-675", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134281"} @inproceedings{bb138268, AUTHOR = "Thoker, F.M. and Doughty, H. and Bagad, P. and Snoek, C.G.M.", TITLE = "How Severe Is Benchmark-Sensitivity in Video Self-Supervised Learning?", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXIV:632-652", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134282"} @inproceedings{bb138269, AUTHOR = "Prabhu, S.M. and Katta, J.Y. and Kale, A.A.", TITLE = "Self-Supervised Learning for Texture Classification Using Limited Labeled Data", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "1416-1420", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134283"} @inproceedings{bb138270, AUTHOR = "Amrani, E. and Karlinsky, L. and Bronstein, A.", TITLE = "Self-Supervised Classification Network", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXI:116-132", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134284"} @inproceedings{bb138271, AUTHOR = "Moon, W.J. and Kim, J.H. and Heo, J.P.", TITLE = "Tailoring Self-Supervision for Supervised Learning", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXV:346-364", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134285"} @inproceedings{bb138272, AUTHOR = "Quan, Y.H. and Qin, X.R. and Pang, T.Y. and Ji, H.", TITLE = "Dual-Domain Self-supervised Learning and Model Adaption for Deep Compressive Imaging", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXX:409-426", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134286"} @inproceedings{bb138273, AUTHOR = "Peri, R. and Parthasarathy, S. and Sundaram, S.", TITLE = "Scene Representation Learning from Videos Using Self-Supervised and Weakly-Supervised Techniques", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "1671-1675", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134287"} @inproceedings{bb138274, AUTHOR = "Addepalli, S. and Bhogale, K. and Dey, P. and Babu, R.V.", TITLE = "Towards Efficient and Effective Self-supervised Learning of Visual Representations", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXI:523-538", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134288"} @inproceedings{bb138275, AUTHOR = "Akiva, P. and Purri, M. and Leotta, M.", TITLE = "Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "8193-8205", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134289"} @inproceedings{bb138276, AUTHOR = "Du, Y.L. and Gan, C. and Isola, P.", TITLE = "Curious Representation Learning for Embodied Intelligence", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10388-10397", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134290"} @inproceedings{bb138277, AUTHOR = "Zhou, H.Y. and Lu, C.X. and Yang, S. and Han, X.G. and Yu, Y.Z.", TITLE = "Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "3479-3489", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134291"} @inproceedings{bb138278, AUTHOR = "Huang, S.Y. and Xie, Y.C. and Zhu, S.C. and Zhu, Y.X.", TITLE = "Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "6515-6525", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134292"} @inproceedings{bb138279, AUTHOR = "Hu, K. and Shao, J. and Liu, Y. and Raj, B. and Savvides, M. and Shen, Z.Q.", TITLE = "Contrast and Order Representations for Video Self-Supervised Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "7919-7929", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134293"} @inproceedings{bb138280, AUTHOR = "Qian, R. and Ding, S.R. and Liu, X. and Lin, D.", TITLE = "Static and Dynamic Concepts for Self-Supervised Video Representation Learning", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXVI:145-164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134294"} @inproceedings{bb138281, AUTHOR = "Qian, R. and Li, Y.X. and Liu, H.B. and See, J. and Ding, S.R. and Liu, X. and Li, D. and Lin, W.Y.", TITLE = "Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "7970-7981", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134295"} @inproceedings{bb138282, AUTHOR = "Wang, G. and Wang, K. and Wang, G. and Torr, P.H.S. and Lin, L.", TITLE = "Solving Inefficiency of Self-supervised Representation Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9485-9495", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134296"} @inproceedings{bb138283, AUTHOR = "Patrick, M. and Asano, Y.M. and Kuznetsova, P. and Fong, R. and Henriques, J.F. and Zweig, G. and Vedaldi, A.", TITLE = "On Compositions of Transformations in Contrastive Self-Supervised Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9557-9567", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134297"} @inproceedings{bb138284, AUTHOR = "Hua, T.Y. and Wang, W.X. and Xue, Z. and Ren, S. and Wang, Y. and Zhao, H.", TITLE = "On Feature Decorrelation in Self-Supervised Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9578-9588", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134298"} @inproceedings{bb138285, AUTHOR = "Kotar, K. and Ilharco, G. and Schmidt, L. and Ehsani, K. and Mottaghi, R.", TITLE = "Contrasting Contrastive Self-Supervised Representation Learning Pipelines", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9929-9939", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134299"} @inproceedings{bb138286, AUTHOR = "Tian, Y.L. and Henaff, O.J. and van den Oord, A.", TITLE = "Divide and Contrast: Self-supervised Learning from Uncurated Data", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10043-10054", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134300"} @inproceedings{bb138287, AUTHOR = "Zhan, Y.C. and Zhao, Y.C. and Luo, C. and Zhang, Y.Y. and Sun, X.Y.", TITLE = "Attention-Guided Contrastive Masked Image Modeling for Transformer-Based Self-Supervised Learning", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2490-2494", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134301"} @inproceedings{bb138288, AUTHOR = "Zhao, Y.C. and Wang, G.T. and Luo, C. and Zeng, W.J. and Zha, Z.J.", TITLE = "Self-Supervised Visual Representations Learning by Contrastive Mask Prediction", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10140-10149", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134302"} @inproceedings{bb138289, AUTHOR = "Koohpayegani, S.A. and Tejankar, A. and Pirsiavash, H.", TITLE = "Mean Shift for Self-Supervised Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10306-10315", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134303"} @inproceedings{bb138290, AUTHOR = "Gavrilyuk, K. and Jain, M. and Karmanov, I. and Snoek, C.G.M.", TITLE = "Motion-Augmented Self-Training for Video Recognition at Smaller Scale", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10409-10418", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134304"} @inproceedings{bb138291, AUTHOR = "Pantazis, O. and Brostow, G.J. and Jones, K.E. and Aodha, O.M.", TITLE = "Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10563-10572", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134305"} @inproceedings{bb138292, AUTHOR = "Mazumder, P. and Singh, P. and Namboodiri, V.P.", TITLE = "Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3889-3897", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134306"} @inproceedings{bb138293, AUTHOR = "Zheltonozhskii, E. and Baskin, C. and Mendelson, A. and Bronstein, A.M. and Litany, O.", TITLE = "Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "387-397", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134307"} @inproceedings{bb138294, AUTHOR = "Reed, C.J. and Yue, X.Y. and Nrusimha, A. and Ebrahimi, S. and Vijaykumar, V. and Mao, R. and Li, B. and Zhang, S.H. and Guillory, D. and Metzger, S. and Keutzer, K. and Darrell, T.J.", TITLE = "Self-Supervised Pretraining Improves Self-Supervised Pretraining", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "1050-1060", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134308"} @inproceedings{bb138295, AUTHOR = "Zhang, Z. and Crandall, D.", TITLE = "Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "975-985", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134309"} @inproceedings{bb138296, AUTHOR = "Huynh, T. and Kornblith, S. and Walter, M.R. and Maire, M. and Khademi, M.", TITLE = "Boosting Contrastive Self-Supervised Learning with False Negative Cancellation", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "986-996", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134310"} @inproceedings{bb138297, AUTHOR = "Yamaguchi, S. and Kanai, S. and Shioda, T. and Takeda, S.", TITLE = "Image Enhanced Rotation Prediction for Self-Supervised Learning", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "489-493", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134311"} @inproceedings{bb138298, AUTHOR = "Selvaraju, R.R. and Desai, K. and Johnson, J. and Naik, N.", TITLE = "CASTing Your Model: Learning to Localize Improves Self-Supervised Representations", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "11053-11062", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134312"} @inproceedings{bb138299, AUTHOR = "Gudovskiy, D. and Hodgkinson, A. and Yamaguchi, T. and Tsukizawa, S.", TITLE = "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "9038-9046", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT134313"}