@article{bb112900, AUTHOR = "Hong, D. and Yokoya, N. and Chanussot, J. and Zhu, X.X.", TITLE = "CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "7", MONTH = "July", PAGES = "4349-4359", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109162"} @article{bb112901, AUTHOR = "Chen, W. and Hsu, T.H. and Tsai, Y.H. and Chen, M. and Wang, Y.F.", TITLE = "Transfer Neural Trees: Semi-Supervised Heterogeneous Domain Adaptation and Beyond", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "9", MONTH = "Sep", PAGES = "4620-4633", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109163"} @article{bb112902, AUTHOR = "Tan, M. and Yu, J. and Zhang, H.Y. and Rui, Y. and Tao, D.C.", TITLE = "Image Recognition by Predicted User Click Feature With Multidomain Multitask Transfer Deep Network", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "12", MONTH = "December", PAGES = "6047-6062", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109164"} @article{bb112903, AUTHOR = "Yan, C. and Li, L. and Zhang, C. and Liu, B. and Zhang, Y. and Dai, Q.", TITLE = "Cross-Modality Bridging and Knowledge Transferring for Image Understanding", JOURNAL = MultMed, VOLUME = "21", YEAR = "2019", NUMBER = "10", MONTH = "October", PAGES = "2675-2685", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109165"} @article{bb112904, AUTHOR = "Li, X.H. and Grandvalet, Y. and Davoine, F.", TITLE = "A baseline regularization scheme for transfer learning with convolutional neural networks", JOURNAL = PR, VOLUME = "98", YEAR = "2020", PAGES = "107049", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109166"} @article{bb112905, AUTHOR = "Sanodiya, R.K. and Mathew, J.", TITLE = "A novel unsupervised Globality-Locality Preserving Projections in transfer learning", JOURNAL = IVC, VOLUME = "90", YEAR = "2019", PAGES = "103802", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109167"} @article{bb112906, AUTHOR = "Han, N. and Wu, J. and Fang, X. and Xie, S. and Zhan, S. and Xie, K. and Li, X.", TITLE = "Latent Elastic-Net Transfer Learning", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "2820-2833", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109168"} @article{bb112907, AUTHOR = "Pires de Lima, R. and Marfurt, K.", TITLE = "Convolutional Neural Network for Remote-Sensing Scene Classification: Transfer Learning Analysis", JOURNAL = RS, VOLUME = "12", YEAR = "2019", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109169"} @article{bb112908, AUTHOR = "Zhang, B. and Yang, W. and Wang, Z. and Zhuo, L. and Han, J. and Zhen, X.", TITLE = "The Structure Transfer Machine: Theory and Applications", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "2889-2902", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109170"} @article{bb112909, AUTHOR = "Das, D. and Lee, C.S.G.", TITLE = "A Two-Stage Approach to Few-Shot Learning for Image Recognition", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "3336-3350", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109171"} @article{bb112910, AUTHOR = "Gholenji, E. and Tahmoresnezhad, J.", TITLE = "Joint local and statistical discriminant learning via feature alignment", JOURNAL = SIViP, VOLUME = "14", YEAR = "2020", NUMBER = "3", MONTH = "April", PAGES = "609-616", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109172"} @article{bb112911, AUTHOR = "Peng, Z. and Zhang, W. and Han, N. and Fang, X. and Kang, P. and Teng, L.", TITLE = "Active Transfer Learning", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "4", MONTH = "April", PAGES = "1022-1036", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109173"} @article{bb112912, AUTHOR = "Dong, R.M. and Li, C. and Fu, H.H. and Wang, J. and Li, W.J. and Yao, Y. and Gan, L. and Yu, L. and Gong, P.", TITLE = "Improving 3-m Resolution Land Cover Mapping through Efficient Learning from an Imperfect 10-m Resolution Map", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109174"} @article{bb112913, AUTHOR = "Liu, W. and Qin, R.", TITLE = "A MultiKernel Domain Adaptation Method for Unsupervised Transfer Learning on Cross-Source and Cross-Region Remote Sensing Data Classification", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "6", MONTH = "June", PAGES = "4279-4289", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109175"} @article{bb112914, AUTHOR = "Lu, Y. and Luo, L. and Huang, D. and Wang, Y.H. and Chen, L.M.", TITLE = "Knowledge Transfer in Vision Recognition: A Survey", JOURNAL = Surveys, VOLUME = "53", YEAR = "2020", NUMBER = "2", MONTH = "April", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109176"} @article{bb112915, AUTHOR = "Geng, J. and Deng, X. and Ma, X. and Jiang, W.", TITLE = "Transfer Learning for SAR Image Classification Via Deep Joint Distribution Adaptation Networks", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "8", MONTH = "August", PAGES = "5377-5392", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109177"} @article{bb112916, AUTHOR = "Zhou, J.H. and Zeng, S.N. and Zhang, B.", TITLE = "Two-stage knowledge transfer framework for image classification", JOURNAL = PR, VOLUME = "107", YEAR = "2020", PAGES = "107529", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109178"} @article{bb112917, AUTHOR = "Tamaazousti, Y. and Le Borgne, H. and Hudelot, C. and Seddik, M.E.A. and Tamaazousti, M.", TITLE = "Learning More Universal Representations for Transfer-Learning", JOURNAL = PAMI, VOLUME = "42", YEAR = "2020", NUMBER = "9", MONTH = "September", PAGES = "2212-2224", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109179"} @article{bb112918, AUTHOR = "Peng, Z. and Jia, Y. and Hou, J.", TITLE = "Non-Negative Transfer Learning With Consistent Inter-Domain Distribution", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "1720-1724", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109180"} @article{bb112919, AUTHOR = "Liu, W.F. and Li, J.F. and Liu, B. and Guan, W. and Zhou, Y.C. and Xu, C.S.", TITLE = "Unified Cross-domain Classification via Geometric and Statistical Adaptations", JOURNAL = PR, VOLUME = "110", YEAR = "2021", PAGES = "107658", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109181"} @article{bb112920, AUTHOR = "Liu, Y.S. and Ding, L.W. and Chen, C.H. and Liu, Y.B.", TITLE = "Similarity-Based Unsupervised Deep Transfer Learning for Remote Sensing Image Retrieval", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "11", MONTH = "November", PAGES = "7872-7889", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109182"} @article{bb112921, AUTHOR = "Zhuang, F.Z. and Qi, Z.Y. and Duan, K.Y. and Xi, D.B. and Zhu, Y.C. and Zhu, H.S. and Xiong, H. and He, Q.", TITLE = "A Comprehensive Survey on Transfer Learning", JOURNAL = PIEEE, VOLUME = "109", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "43-76", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109183"} @article{bb112922, AUTHOR = "Meng, M. and Lan, M.C. and Yu, J. and Wu, J.G.", TITLE = "Coupled Knowledge Transfer for Visual Data Recognition", JOURNAL = CirSysVideo, VOLUME = "31", YEAR = "2021", NUMBER = "5", PAGES = "1776-1789", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109184"} @article{bb112923, AUTHOR = "Lu, Y. and Wang, W.J. and Yuan, C. and Li, X.L. and Lai, Z.H.", TITLE = "Manifold Transfer Learning via Discriminant Regression Analysis", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "2056-2070", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109185"} @article{bb112924, AUTHOR = "Wen, Y. and Chen, L.T. and Deng, Y. and Zhou, C.", TITLE = "Rethinking pre-training on medical imaging", JOURNAL = JVCIR, VOLUME = "78", YEAR = "2021", PAGES = "103145", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109186"} @article{bb112925, AUTHOR = "Liu, T.H. and Deng, X.Q. and He, Z.S. and Long, Y.H.", TITLE = "TCD-CF: Triple cross-domain collaborative filtering recommendation", JOURNAL = PRL, VOLUME = "149", YEAR = "2021", PAGES = "185-192", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109187"} @inproceedings{bb112926, AUTHOR = "Garcia Ramirez, J. and Morales, E. and Escalante, H.J.", TITLE = "Multi-source Transfer Learning for Deep Reinforcement Learning", BOOKTITLE = MCPR21, YEAR = "2021", PAGES = "131-140", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109188"} @article{bb112927, AUTHOR = "Azzam, M. and Wu, W.H. and Cao, W. and Wu, S. and Wong, H.S.", TITLE = "KTransGAN: Variational Inference-Based Knowledge Transfer for Unsupervised Conditional Generative Learning", JOURNAL = MultMed, VOLUME = "23", YEAR = "2021", PAGES = "3318-3331", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109189"} @article{bb112928, AUTHOR = "Shan, X.X. and Lu, Y. and Li, Q.L. and Wen, Y.", TITLE = "Model-Based Transfer Learning and Sparse Coding for Partial Face Recognition", JOURNAL = CirSysVideo, VOLUME = "31", YEAR = "2021", NUMBER = "11", MONTH = "November", PAGES = "4347-4356", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109190"} @article{bb112929, AUTHOR = "Yu, Z.X. and Shen, D. and Jin, Z.M. and Huang, J.Q. and Cai, D. and Hua, X.S.", TITLE = "Progressive Transfer Learning", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "1340-1348", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109191"} @article{bb112930, AUTHOR = "Sun, Q. and Liu, Y.Y. and Chen, Z.Z. and Chua, T.S. and Schiele, B.", TITLE = "Meta-Transfer Learning Through Hard Tasks", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "1443-1456", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109192"} @article{bb112931, AUTHOR = "Hwang, R. and Lee, H.J. and Hwang, H.J.", TITLE = "Option compatible reward inverse reinforcement learning", JOURNAL = PRL, VOLUME = "154", YEAR = "2022", PAGES = "83-89", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109193"} @article{bb112932, AUTHOR = "Ozkanoglu, M.A. and Ozer, S.", TITLE = "InfraGAN: A GAN architecture to transfer visible images to infrared domain", JOURNAL = PRL, VOLUME = "155", YEAR = "2022", PAGES = "69-76", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109194"} @article{bb112933, AUTHOR = "Nicholaus, I.T. and Kang, D.K.", TITLE = "Robust experience replay sampling for multi-agent reinforcement learning", JOURNAL = PRL, VOLUME = "155", YEAR = "2022", PAGES = "135-142", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109195"} @article{bb112934, AUTHOR = "Saleh, N. and Wahed, M.A. and Salaheldin, A.M.", TITLE = "Transfer learning-based platform for detecting multi-classification retinal disorders using optical coherence tomography images", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "3", PAGES = "740-752", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109196"} @article{bb112935, AUTHOR = "Fang, B. and Liu, Y. and Zhang, H. and He, J.", TITLE = "Hyperspectral Image Classification Based on 3D Asymmetric Inception Network with Data Fusion Transfer Learning", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109197"} @article{bb112936, AUTHOR = "Jing, Z.H. and Li, P. and Wu, B. and Yuan, S. and Chen, Y.C.", TITLE = "An Adaptive Focal Loss Function Based on Transfer Learning for Few-Shot Radar Signal Intra-Pulse Modulation Classification", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "8", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109198"} @article{bb112937, AUTHOR = "Guo, S. and Yan, Q. and Su, X. and Hu, X.L. and Chen, F.", TITLE = "State-Temporal Compression in Reinforcement Learning With the Reward-Restricted Geodesic Metric", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "5572-5589", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109199"} @inproceedings{bb112938, AUTHOR = "Conder, J. and Jefferson, J. and Pages, N. and Jawed, K. and Nejati, A. and Sagar, M.", TITLE = "Efficient Transfer Learning for Visual Tasks via Continuous Optimization of Prompts", BOOKTITLE = CIAP22, YEAR = "2022", PAGES = "I:297-309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109200"} @inproceedings{bb112939, AUTHOR = "Schontag, P. and Nakath, D. and Rohrl, S. and Koser, K.", TITLE = "Towards Cross Domain Transfer Learning for Underwater Correspondence Search", BOOKTITLE = CIAP22, YEAR = "2022", PAGES = "III:461-472", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109201"} @inproceedings{bb112940, AUTHOR = "Manas, O. and Lacoste, A. and Giro i Nieto, X. and Vazquez, D. and Rodriguez, P.", TITLE = "Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9394-9403", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109202"} @inproceedings{bb112941, AUTHOR = "Xu, S.C. and Wang, L. and Wang, Y.X. and Zhu, Q.", TITLE = "Weak Adaptation Learning: Addressing Cross-domain Data Insufficiency with Weak Annotator", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "8897-8906", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109203"} @inproceedings{bb112942, AUTHOR = "Zhuang, W.M. and Gan, X. and Wen, Y.G. and Zhang, S. and Yi, S.", TITLE = "Collaborative Unsupervised Visual Representation Learning from Decentralized Data", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "4892-4901", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109204"} @inproceedings{bb112943, AUTHOR = "Sun, Q. and Bai, C. and Chen, T.H. and Geng, H. and Zhang, X.Y. and Bai, Y. and Yu, B.", TITLE = "Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "5360-5370", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109205"} @inproceedings{bb112944, AUTHOR = "Greer, H. and Kwitt, R. and Vialard, F.X. and Niethammer, M.", TITLE = "ICON: Learning Regular Maps Through Inverse Consistency", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "3376-3385", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109206"} @inproceedings{bb112945, AUTHOR = "Hong, S. and Yoon, J. and Choi, M.K. and Kim, J.", TITLE = "Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2947-2956", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109207"} @inproceedings{bb112946, AUTHOR = "Suzuki, S. and Takeda, S. and Tanida, R. and Kimata, H. and Shouno, H.", TITLE = "Knowledge Transferred Fine-Tuning for Anti-Aliased Convolutional Neural Network in Data-Limited Situation", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "864-868", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109208"} @inproceedings{bb112947, AUTHOR = "Hong, G.Z. and Mao, Z.Y. and Lin, X.J. and Chan, S.H.", TITLE = "Student-Teacher Learning from Clean Inputs to Noisy Inputs", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "12070-12079", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109209"} @inproceedings{bb112948, AUTHOR = "Klopp, J.P. and Liu, K.C. and Chen, L.G. and Chien, S.Y.", TITLE = "How to Exploit the Transferability of Learned Image Compression to Conventional Codecs", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "16160-16169", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109210"} @inproceedings{bb112949, AUTHOR = "Abuduweili, A. and Li, X.J. and Shi, H. and Xu, C.Z. and Dou, D.J.", TITLE = "Adaptive Consistency Regularization for Semi-Supervised Transfer Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "6919-6928", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109211"} @inproceedings{bb112950, AUTHOR = "Eckart, B. and Yuan, W.T. and Liu, C. and Kautz, J.", TITLE = "Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "8244-8253", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109212"} @inproceedings{bb112951, AUTHOR = "Xu, Q.W. and Zhang, R.P. and Zhang, Y. and Wang, Y.F. and Tian, Q.", TITLE = "A Fourier-based Framework for Domain Generalization", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "14378-14387", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109213"} @inproceedings{bb112952, AUTHOR = "Jamal, M.A. and Wang, L.Q. and Gong, B.Q.", TITLE = "A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "6557-6566", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109214"} @inproceedings{bb112953, AUTHOR = "Li, Y.D. and Jia, X. and Sang, R.X. and Zhu, Y.K. and Green, B. and Wang, L.Q. and Gong, B.Q.", TITLE = "Ranking Neural Checkpoints", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "2662-2672", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109215"} @inproceedings{bb112954, AUTHOR = "Yun, S. and Oh, S.J. and Heo, B. and Han, D.Y. and Choe, J. and Chun, S.", TITLE = "Re-labeling ImageNet: From Single to Multi-Labels, from Global to Localized Labels", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "2340-2350", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109216"} @inproceedings{bb112955, AUTHOR = "Pouransari, H. and Javaheripi, M. and Sharma, V. and Tuzel, O.", TITLE = "Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution", BOOKTITLE = ECV21, YEAR = "2021", PAGES = "3026-3036", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109217"} @inproceedings{bb112956, AUTHOR = "de la Comble, A. and Prepin, K.", TITLE = "Efficient transfer learning for multi-channel convolutional neural networks", BOOKTITLE = MVA21, YEAR = "2021", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109218"} @inproceedings{bb112957, AUTHOR = "Hou, J. and Deng, J.D. and Cranefield, S. and Ding, X.J.", TITLE = "Cross-Domain Latent Modulation for Variational Transfer Learning", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "3148-3157", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109219"} @inproceedings{bb112958, AUTHOR = "Wei, P.F. and Leong, T.Y.", TITLE = "Randomized Transferable Machine", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "8711-8718", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109220"} @inproceedings{bb112959, AUTHOR = "Marini, N. and Otalora, S. and Muller, H. and Atzori, M.", TITLE = "Semi-supervised Learning with a Teacher-Student Paradigm for Histopathology Classification: A Resource to Face Data Heterogeneity and Lack of Local Annotations", BOOKTITLE = AIDP20, YEAR = "2020", PAGES = "105-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109221"} @inproceedings{bb112960, AUTHOR = "Rahimi, A. and Shaban, A. and Ajanthan, T. and Hartley, R.I. and Boots, B.", TITLE = "Pairwise Similarity Knowledge Transfer for Weakly Supervised Object Localization", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXIV:395-412", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109222"} @inproceedings{bb112961, AUTHOR = "Sun, M. and Dou, H.X. and Yan, J.J.", TITLE = "Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIII:463-480", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109223"} @inproceedings{bb112962, AUTHOR = "Zhu, L.C. and Arik, S.O. and Yang, Y. and Pfister, T.", TITLE = "Learning to Transfer Learn: Reinforcement Learning-based Selection for Adaptive Transfer Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVII:342-358", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109224"} @inproceedings{bb112963, AUTHOR = "Wang, W. and Zhai, W. and Cao, Y.", TITLE = "Deep Inhomogeneous Regularization For Transfer Learning", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "221-225", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109225"} @inproceedings{bb112964, AUTHOR = "Zhong, Y.Y. and Wang, J.F. and Peng, J. and Zhang, L.", TITLE = "Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVI:615-631", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109226"} @inproceedings{bb112965, AUTHOR = "Dwivedi, K. and Huang, J.H. and Cichy, R.M. and Roig, G.", TITLE = "Duality Diagram Similarity: A Generic Framework for Initialization Selection in Task Transfer Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVI:497-513", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109227"} @inproceedings{bb112966, AUTHOR = "Luo, S. and Pan, W.W. and Wang, X.C. and Wang, D.Z. and Tang, H.H. and Song, M.L.", TITLE = "Collaboration by Competition: Self-coordinated Knowledge Amalgamation for Multi-Talent Student Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "VI:631-646", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109228"} @inproceedings{bb112967, AUTHOR = "Chen, L.C. and Lopes, R.G. and Cheng, B. and Collins, M.D. and Cubuk, E.D. and Zoph, B. and Adam, H. and Shlens, J.", TITLE = "Naive-Student: Leveraging Semi-supervised Learning in Video Sequences for Urban Scene Segmentation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "IX:695-714", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109229"} @inproceedings{bb112968, AUTHOR = "Zhao, L. and Peng, X. and Chen, Y.X. and Kapadia, M. and Metaxas, D.N.", TITLE = "Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "6527-6536", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109230"} @inproceedings{bb112969, AUTHOR = "Yan, X.T. and Misra, I. and Gupta, A. and Ghadiyaram, D. and Mahajan, D.", TITLE = "ClusterFit: Improving Generalization of Visual Representations", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "6508-6517", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109231"} @inproceedings{bb112970, AUTHOR = "Wang, Y. and Chen, X. and You, Y. and Li, L.E. and Hariharan, B. and Campbell, M. and Weinberger, K.Q. and Chao, W.", TITLE = "Train in Germany, Test in the USA: Making 3D Object Detectors Generalize", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "11710-11720", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109232"} @inproceedings{bb112971, AUTHOR = "Bhattacharjee, B. and Render, J.R. and Hill, M. and Dube, P. and Huo, S. and Glass, M.R. and Belgodere, B. and Pankanti, S. and Codella, N. and Watson, P.", TITLE = "P2L: Predicting Transfer Learning for Images and Semantic Relations", BOOKTITLE = DeepVision20, YEAR = "2020", PAGES = "3284-3293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109233"} @inproceedings{bb112972, AUTHOR = "Zhong, Y. and Maki, A.", TITLE = "Regularizing CNN Transfer Learning With Randomised Regression", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "13634-13643", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109234"} @inproceedings{bb112973, AUTHOR = "Yan, X. and Acuna, D. and Fidler, S.", TITLE = "Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "3892-3901", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109235"} @inproceedings{bb112974, AUTHOR = "Kim, Y. and Soh, J.W. and Park, G.Y. and Cho, N.I.", TITLE = "Transfer Learning From Synthetic to Real-Noise Denoising With Adaptive Instance Normalization", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "3479-3489", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109236"} @inproceedings{bb112975, AUTHOR = "Royer, A. and Lampert, C.H.", TITLE = "A Flexible Selection Scheme for Minimum-Effort Transfer Learning", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "2180-2189", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109237"} @inproceedings{bb112976, AUTHOR = "Lamb, A. and Ozair, S. and Verma, V. and Ha, D.", TITLE = "SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "952-961", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109238"} @inproceedings{bb112977, AUTHOR = "Li, J. and Xu, Z. and Wang, Y. and Zhao, Q. and Kankanhalli, M.S.", TITLE = "GradMix: Multi-source Transfer across Domains and Tasks", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "3008-3016", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109239"} @inproceedings{bb112978, AUTHOR = "Bi, S. and Sunkavalli, K. and Perazzi, F. and Shechtman, E. and Kim, V. and Ramamoorthi, R.", TITLE = "Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "2730-2739", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109240"} @inproceedings{bb112979, AUTHOR = "Tran, A.T. and Nguyen, C. and Hassner, T.", TITLE = "Transferability and Hardness of Supervised Classification Tasks", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1395-1405", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109241"} @inproceedings{bb112980, AUTHOR = "Wu, Y.W. and Zhang, Z.M. and Wang, G.H.", TITLE = "Unsupervised Deep Feature Transfer for Low Resolution Image Classification", BOOKTITLE = RLQ19, YEAR = "2019", PAGES = "1065-1069", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109242"} @inproceedings{bb112981, AUTHOR = "Li, K. and Zhang, Y. and Li, K. and Li, Y. and Fu, Y.", TITLE = "Attention Bridging Network for Knowledge Transfer", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "5197-5206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109243"} @inproceedings{bb112982, AUTHOR = "Kuen, J. and Perazzi, F. and Lin, Z. and Zhang, J. and Tan, Y.", TITLE = "Scaling Object Detection by Transferring Classification Weights", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "6043-6052", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109244"} @inproceedings{bb112983, AUTHOR = "Huang, H. and Jain, V. and Mehta, H. and Ku, A. and Magalhaes, G. and Baldridge, J. and Ie, E.", TITLE = "Transferable Representation Learning in Vision-and-Language Navigation", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "7403-7412", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109245"} @inproceedings{bb112984, AUTHOR = "Han, K. and Vedaldi, A. and Zisserman, A.", TITLE = "Learning to Discover Novel Visual Categories via Deep Transfer Clustering", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "8400-8408", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109246"} @inproceedings{bb112985, AUTHOR = "Durall, R. and Pfreundt, F.J. and Keuper, J.", TITLE = "Semi Few-Shot Attribute Translation", BOOKTITLE = IVCNZ19, YEAR = "2019", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109247"} @inproceedings{bb112986, AUTHOR = "Iqbal, A. and Richard, A. and Gall, J.", TITLE = "Enhancing Temporal Action Localization with Transfer Learning from Action Recognition", BOOKTITLE = CoView19, YEAR = "2019", PAGES = "1533-1540", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109248"} @inproceedings{bb112987, AUTHOR = "Liu, B. and Wu, Z. and Hu, H. and Lin, S.", TITLE = "Deep Metric Transfer for Label Propagation with Limited Annotated Data", BOOKTITLE = MDALC19, YEAR = "2019", PAGES = "1317-1326", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109249"} @inproceedings{bb112988, AUTHOR = "Jakubovitz, D. and Rodrigues, M.R.D. and Giryes, R.", TITLE = "Lautum Regularization for Semi-Supervised Transfer Learning", BOOKTITLE = SDL-CV19, YEAR = "2019", PAGES = "763-767", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109250"} @inproceedings{bb112989, AUTHOR = "Cicek, S. and Soatto, S.", TITLE = "Unsupervised Domain Adaptation via Regularized Conditional Alignment", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1416-1425", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109251"} @inproceedings{bb112990, AUTHOR = "Dwivedi, K. and Roig, G.", TITLE = "Representation Similarity Analysis for Efficient Task Taxonomy and Transfer Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "12379-12388", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109252"} @inproceedings{bb112991, AUTHOR = "Wang, Z. and Dai, Z. and Poczos, B. and Carbonell, J.", TITLE = "Characterizing and Avoiding Negative Transfer", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11285-11294", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109253"} @inproceedings{bb112992, AUTHOR = "Simon, C. and Koniusz, P. and Nock, R. and Harandi, M.", TITLE = "On Modulating the Gradient for Meta-learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "VIII:556-572", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109254"} @inproceedings{bb112993, AUTHOR = "Herath, S. and Harandi, M. and Fernando, B. and Nock, R.", TITLE = "Min-Max Statistical Alignment for Transfer Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9280-9289", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109255"} @inproceedings{bb112994, AUTHOR = "Chen, Y.C. and Lin, Y.Y. and Yang, M.H. and Huang, J.B.", TITLE = "CrDoCo: Pixel-Level Domain Transfer With Cross-Domain Consistency", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "1791-1800", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109256"} @inproceedings{bb112995, AUTHOR = "Wang, P. and Vasconcelos, N.M.", TITLE = "A Machine Teaching Framework for Scalable Recognition", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "4925-4934", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109257"} @inproceedings{bb112996, AUTHOR = "Li, Y.S. and Vasconcelos, N.M.", TITLE = "Efficient Multi-Domain Learning by Covariance Normalization", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "5419-5428", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109258"} @inproceedings{bb112997, AUTHOR = "Essich, M. and Ludl, D. and Gulde, T. and Curio, C.", TITLE = "Learning to Translate Between Real World and Simulated 3D Sensors While Transferring Task Models", BOOKTITLE = "3DV19", YEAR = "2019", PAGES = "681-689", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109259"} @inproceedings{bb112998, AUTHOR = "Coors, B. and Condurache, A.P. and Geiger, A.", TITLE = "NoVA: Learning to See in Novel Viewpoints and Domains", BOOKTITLE = "3DV19", YEAR = "2019", PAGES = "116-125", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109260"} @inproceedings{bb112999, AUTHOR = "Bao, Y. and Li, Y. and Huang, S. and Zhang, L. and Zheng, L. and Zamir, A. and Guibas, L.J.", TITLE = "An Information-Theoretic Approach to Transferability in Task Transfer Learning", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "2309-2313", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT109261"}