@article{bb148900, AUTHOR = "Zhang, C. and Yang, Y. and Zheng, H. and Huang, Y.W. and Zheng, Y.F. and Gu, Y.", TITLE = "Affine Collaborative Normalization: A shortcut for adaptation in medical image analysis", JOURNAL = PR, VOLUME = "153", YEAR = "2024", PAGES = "110528", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144840"} @article{bb148901, AUTHOR = "Wen, L.J. and Wang, X.S. and Liu, J.Z. and Xu, Z.L.", TITLE = "MVEB: Self-Supervised Learning With Multi-View Entropy Bottleneck", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "9", MONTH = "September", PAGES = "6097-6108", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144841"} @article{bb148902, AUTHOR = "Park, C. and Kim, E.", TITLE = "Self-supervised learning with automatic data augmentation for enhancing representation", JOURNAL = PRL, VOLUME = "184", YEAR = "2024", PAGES = "133-139", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144842"} @article{bb148903, AUTHOR = "Yi, L. and Lv, D. and Liu, D. and Li, S. and Liu, R.", TITLE = "Self-Training-Transductive-Learning Broad Learning System (STTL-BLS): A model for effective and efficient image classification", JOURNAL = PR, VOLUME = "156", YEAR = "2024", PAGES = "110747", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144843"} @article{bb148904, AUTHOR = "Zhao, W. and Yang, L. and Zhang, W.D. and Tian, Y.Q. and Jia, W.H. and Li, W. and Yang, M. and Pan, X.P. and Yang, H.H.", TITLE = "Learning What and Where to Learn: A New Perspective on Self-Supervised Learning", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "8", MONTH = "August", PAGES = "6620-6633", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144844"} @article{bb148905, AUTHOR = "Shenoy, J. and Zhang, X.J.D. and Tao, B. and Mehrotra, S. and Yang, R. and Zhao, H. and Vasisht, D.", TITLE = "Self-Supervised Learning across the Spectrum", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "18", PAGES = "3470", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144845"} @article{bb148906, AUTHOR = "Zheng, M.K. and You, S. and Wang, F. and Qian, C. and Zhang, C.S. and Wang, X.G. and Xu, C.", TITLE = "Weak Augmentation Guided Relational Self-Supervised Learning", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "8502-8516", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144846"} @article{bb148907, AUTHOR = "Gui, J. and Chen, T. and Zhang, J. and Cao, Q. and Sun, Z.A. and Luo, H. and Tao, D.C.", TITLE = "A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "9052-9071", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144847"} @article{bb148908, AUTHOR = "Huang, L. and Ni, Y.H. and Weng, X. and Anwer, R.M. and Khan, S. and Yang, M.H. and Khan, F.S.", TITLE = "Understanding Whitening Loss in Self-Supervised Learning", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "9479-9492", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144848"} @article{bb148909, AUTHOR = "Lin, C.X. and Xu, W.J. and Zhu, J. and Nie, Y.W. and Cai, R. and Xu, X.", TITLE = "PatchMixing Masked Autoencoders for 3D Point Cloud Self-Supervised Learning", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "10", MONTH = "October", PAGES = "9882-9897", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144849"} @article{bb148910, AUTHOR = "Mei, J.P. and Wang, S.X. and Yu, M.", TITLE = "Self-supervised learning from images: No negative pairs, no cluster-balancing", JOURNAL = PR, VOLUME = "159", YEAR = "2025", PAGES = "111081", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144850"} @article{bb148911, AUTHOR = "Feng, Z.Z. and Zhang, S.L.", TITLE = "Evolved Hierarchical Masking for Self-Supervised Learning", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "2", MONTH = "February", PAGES = "1013-1027", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144851"} @inproceedings{bb148912, 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#TT144852"} @article{bb148913, AUTHOR = "Qiang, W.W. and Song, Z. and Gu, Z.Y. and Li, J.M. and Zheng, C.W. and Sun, F.C. and Xiong, H.", TITLE = "On the Generalization and Causal Explanation in Self-Supervised Learning", JOURNAL = IJCV, VOLUME = "133", YEAR = "2025", NUMBER = "4", MONTH = "April", PAGES = "1727-1754", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144853"} @article{bb148914, AUTHOR = "Li, J.M. and Zang, Z.H. and Ji, Q.R. and Sun, C.X. and Qiang, W.W. and Zhang, J. and Zheng, C.W. and Sun, F.C. and Xiong, H.", TITLE = "Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective", JOURNAL = IJCV, VOLUME = "133", YEAR = "2025", NUMBER = "6", MONTH = "June", PAGES = "Psges 3542-3567", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144854"} @inproceedings{bb148915, AUTHOR = "Kokilepersaud, K. and Kim, S. and Prabhushankar, M. and Al Regib, G.", TITLE = "HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms", BOOKTITLE = WACV25, YEAR = "2025", PAGES = "1111-1121", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144855"} @inproceedings{bb148916, AUTHOR = "Bafghi, R.A. and Harilal, N. and Monteleoni, C. and Raissi, M.", TITLE = "MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations", BOOKTITLE = WACV25, YEAR = "2025", PAGES = "7500-7511", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144856"} @inproceedings{bb148917, AUTHOR = "Shalam, D. and Korman, S.", TITLE = "Unsupervised Representation Learning by Balanced Self Attention Matching", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXXIV: 269-285", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144857"} @inproceedings{bb148918, AUTHOR = "Simon, M.C. and Frossard, P. and de Vleeschouwer, C.", TITLE = "Sequential Representation Learning via Static-dynamic Conditional Disentanglement", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXV: 110-126", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144858"} @inproceedings{bb148919, AUTHOR = "Tripathi, A. and Shenoy, P. and Chakraborty, A.", TITLE = "Dynamic Data Selection for Efficient SSL via Coarse-to-fine Refinement", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LVIII: 377-393", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144859"} @inproceedings{bb148920, AUTHOR = "Wang, Y. and Albrecht, C.M. and Braham, N.A.A. and Liu, C.Y. and Xiong, Z.T. and Zhu, X.X.", TITLE = "Decoupling Common and Unique Representations for Multimodal Self-supervised Learning", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "XXIX: 286-303", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144860"} @inproceedings{bb148921, AUTHOR = "Bourcier, J. and Dashyan, G. and Alahari, K. and Chanussot, J.", TITLE = "Learning Representations of Satellite Images From Metadata Supervision", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "XXVII: 54-71", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144861"} @inproceedings{bb148922, AUTHOR = "Hammoud, H.A.A.K. and Das, T. and Pizzati, F. and Torr, P.H.S. and Bibi, A. and Ghanem, B.", TITLE = "On Pretraining Data Diversity for Self-supervised Learning", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LVI: 54-71", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144862"} @inproceedings{bb148923, AUTHOR = "Shin, S. and Do, H. and Son, Y.", TITLE = "Learning Representation for Multitask Learning Through Self-supervised Auxiliary Learning", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXX: 241-258", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144863"} @inproceedings{bb148924, AUTHOR = "Park, I. and Kim, S. and Ryu, J.", TITLE = "Generative Self-supervised Learning for Medical Image Classification", BOOKTITLE = ACCV24, YEAR = "2024", PAGES = "II: 21-38", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144864"} @inproceedings{bb148925, AUTHOR = "Skean, O. and Dhakal, A. and Jacobs, N. and Giraldo, L.G.S.", TITLE = "FROSSL: Frobenius Norm Minimization for Efficient Multiview Self-supervised Learning", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXXIX: 69-85", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144865"} @inproceedings{bb148926, AUTHOR = "Zheng, M.X. and Xue, J.Q. and Wang, Z. and Chen, X. and Lou, Q. and Jiang, L. and Wang, X.F.", TITLE = "SSL-Cleanse: Trojan Detection and Mitigation in Self-supervised Learning", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXXVII: 405-421", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144866"} @inproceedings{bb148927, AUTHOR = "Hu, B. and Bu, Y.H. and Principe, J.C.", TITLE = "Learning Orthonormal Features in Self-Supervised Learning using Functional Maximal Correlation", BOOKTITLE = ICIP24, YEAR = "2024", PAGES = "472-478", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144867"} @inproceedings{bb148928, AUTHOR = "Song, W. and Sohn, K.H. and Min, D.B.", TITLE = "Improving Self-Supervised Vision Transformers for Visual Control", BOOKTITLE = ICIP24, YEAR = "2024", PAGES = "1302-1308", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144868"} @inproceedings{bb148929, AUTHOR = "Wang, J.H. and Du, Y.W. and Coros, S. and Thomaszewski, B.", TITLE = "Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "23158-23167", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144869"} @inproceedings{bb148930, 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#TT144870"} @inproceedings{bb148931, 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#TT144871"} @inproceedings{bb148932, 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#TT144872"} @inproceedings{bb148933, 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#TT144873"} @inproceedings{bb148934, 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#TT144874"} @inproceedings{bb148935, 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#TT144875"} @inproceedings{bb148936, 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#TT144876"} @inproceedings{bb148937, 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#TT144877"} @inproceedings{bb148938, 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#TT144878"} @inproceedings{bb148939, 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#TT144879"} @inproceedings{bb148940, 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#TT144880"} @inproceedings{bb148941, 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#TT144881"} @inproceedings{bb148942, 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#TT144882"} @inproceedings{bb148943, 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#TT144883"} @inproceedings{bb148944, AUTHOR = "Cao, D.L. and Lahner, Z. and Bernard, F.", TITLE = "Synchronous Diffusion for Unsupervised Smooth Non-rigid 3d Shape Matching", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "V: 262-281", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144884"} @inproceedings{bb148945, AUTHOR = "Cao, D.L. and Roetzer, P. and Bernard, F.", TITLE = "Revisiting Map Relations for Unsupervised Non-Rigid Shape Matching", BOOKTITLE = "3DV24", YEAR = "2024", PAGES = "1371-1381", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144885"} @inproceedings{bb148946, 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#TT144886"} @inproceedings{bb148947, 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#TT144887"} @inproceedings{bb148948, 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#TT144888"} @inproceedings{bb148949, 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#TT144889"} @inproceedings{bb148950, 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#TT144890"} @inproceedings{bb148951, 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#TT144891"} @inproceedings{bb148952, 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#TT144892"} @inproceedings{bb148953, 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#TT144893"} @inproceedings{bb148954, 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#TT144894"} @inproceedings{bb148955, 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#TT144895"} @inproceedings{bb148956, 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#TT144896"} @inproceedings{bb148957, 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#TT144897"} @inproceedings{bb148958, 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#TT144898"} @inproceedings{bb148959, 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#TT144899"} @inproceedings{bb148960, 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#TT144900"} @inproceedings{bb148961, 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#TT144901"} @inproceedings{bb148962, 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#TT144902"} @inproceedings{bb148963, 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#TT144903"} @inproceedings{bb148964, 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#TT144904"} @inproceedings{bb148965, 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#TT144905"} @inproceedings{bb148966, 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#TT144906"} @inproceedings{bb148967, 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#TT144907"} @inproceedings{bb148968, 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#TT144908"} @inproceedings{bb148969, 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#TT144909"} @inproceedings{bb148970, 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#TT144910"} @inproceedings{bb148971, 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#TT144911"} @inproceedings{bb148972, 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#TT144912"} @inproceedings{bb148973, 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#TT144913"} @inproceedings{bb148974, 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#TT144914"} @inproceedings{bb148975, 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#TT144915"} @inproceedings{bb148976, 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#TT144916"} @inproceedings{bb148977, 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#TT144917"} @inproceedings{bb148978, 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#TT144918"} @inproceedings{bb148979, AUTHOR = "Hua, T.Y. and Wang, W.X. and Xue, Z.H. 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#TT144919"} @inproceedings{bb148980, 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#TT144920"} @inproceedings{bb148981, AUTHOR = "Tian, Y.L. and Fan, L.J. and Chen, K.F. and Katabi, D. and Krishnan, D. and Isola, P.", TITLE = "Learning Vision from Models Rivals Learning Vision from Data", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "15887-15898", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645self2.html#TT144921"} @inproceedings{bb148982, 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#TT144922"} @inproceedings{bb148983, 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#TT144923"} @inproceedings{bb148984, 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#TT144924"} @inproceedings{bb148985, 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#TT144925"} @inproceedings{bb148986, 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#TT144926"} @inproceedings{bb148987, 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#TT144927"} @inproceedings{bb148988, 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#TT144928"} @inproceedings{bb148989, 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#TT144929"} @inproceedings{bb148990, 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#TT144930"} @inproceedings{bb148991, 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#TT144931"} @inproceedings{bb148992, 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#TT144932"} @inproceedings{bb148993, 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#TT144933"} @article{bb148994, AUTHOR = "Tian, Q. and Wu, Y. and Yu, J. and Huang, T.S.", TITLE = "Self-supervised learning based on discriminative nonlinear features for image classification", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "6", MONTH = "June", PAGES = "903-917", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT144934"} @inproceedings{bb148995, AUTHOR = "Wu, Y. and Huang, T.S. and Toyama, K.", TITLE = "Self-Supervised Learning for Object Recognition based on Kernel Discriminant-EM Algorithm", BOOKTITLE = ICCV01, YEAR = "2001", PAGES = "I: 275-280", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT144935"} @article{bb148996, AUTHOR = "Zeng, Z. and Yang, X.L. and Yu, Q.Y. and Yao, M. and Zhang, L.", TITLE = "SeSe-Net: Self-Supervised deep learning for segmentation", JOURNAL = PRL, VOLUME = "128", YEAR = "2019", PAGES = "23-29", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT144936"} @article{bb148997, AUTHOR = "Torpey, D. and Klein, R.", TITLE = "On the robustness of self-supervised representations for multi-view object classification", JOURNAL = PRL, VOLUME = "161", YEAR = "2022", PAGES = "82-89", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT144937"} @article{bb148998, AUTHOR = "Song, Y. and Zhang, P. and Huang, W. and Zha, Y.F. and You, T. and Zhang, Y.N.", TITLE = "Object detection based on cortex hierarchical activation in border sensitive mechanism and classification-GIou joint representation", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109278", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT144938"} @article{bb148999, AUTHOR = "Zhang, Y.N. and Chen, J.X. and Huang, D.", TITLE = "CMAE-3D: Contrastive Masked AutoEncoders for Self-Supervised 3D Object Detection", JOURNAL = IJCV, VOLUME = "133", YEAR = "2025", NUMBER = "5", MONTH = "May", PAGES = "2783-2804", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern645seld3.html#TT144939"}