@inproceedings{bb125600, AUTHOR = "Hou, J. and Ding, X. and Deng, J.D. and Cranefield, S.", TITLE = "Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks", BOOKTITLE = TASKCV19, YEAR = "2019", PAGES = "3257-3264", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121680"} @inproceedings{bb125601, AUTHOR = "Gholami, B. and Sahu, P. and Kim, M. and Pavlovic, V.", TITLE = "Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation", BOOKTITLE = MDALC19, YEAR = "2019", PAGES = "1327-1336", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121681"} @inproceedings{bb125602, AUTHOR = "Deng, Z. and Luo, Y. and Zhu, J.", TITLE = "Cluster Alignment With a Teacher for Unsupervised Domain Adaptation", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "9943-9952", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121682"} @inproceedings{bb125603, AUTHOR = "Kim, S. and Choi, J. and Kim, T. and Kim, C.", TITLE = "Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "6091-6100", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121683"} @inproceedings{bb125604, AUTHOR = "Xu, R. and Li, G. and Yang, J. and Lin, L.", TITLE = "Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1426-1435", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121684"} @inproceedings{bb125605, AUTHOR = "Binkowski, M. and Hjelm, D. and Courville, A.", TITLE = "Batch Weight for Domain Adaptation With Mass Shift", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1844-1853", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121685"} @inproceedings{bb125606, AUTHOR = "Kim, M.Y. and Sahu, P. and Gholami, B. and Pavlovic, V.", TITLE = "Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "4375-4385", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121686"} @inproceedings{bb125607, AUTHOR = "Chen, C.Q. and Xie, W.P. and Huang, W.B. and Rong, Y. and Ding, X.H. and Huang, Y. and Xu, T.Y. and Huang, J.Z.", TITLE = "Progressive Feature Alignment for Unsupervised Domain Adaptation", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "627-636", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121687"} @inproceedings{bb125608, AUTHOR = "Pan, Y.W. and Yao, T. and Li, Y. and Wang, Y. and Ngo, C.W. and Mei, T.", TITLE = "Transferrable Prototypical Networks for Unsupervised Domain Adaptation", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2234-2242", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121688"} @inproceedings{bb125609, AUTHOR = "Lee, C.Y. and Batra, T. and Baig, M.H. and Ulbricht, D.", TITLE = "Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "10277-10287", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121689"} @inproceedings{bb125610, AUTHOR = "Chang, W.G. and You, T. and Seo, S. and Kwak, S. and Han, B.H.", TITLE = "Domain-Specific Batch Normalization for Unsupervised Domain Adaptation", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "7346-7354", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121690"} @inproceedings{bb125611, AUTHOR = "Roy, S. and Siarohin, A. and Sangineto, E. and Bulo, S.R. and Sebe, N. and Ricci, E.", TITLE = "Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9463-9472", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121691"} @inproceedings{bb125612, AUTHOR = "Roy, S. and Siarohin, A. and Sebe, N.", TITLE = "Unsupervised Domain Adaptation Using Full-Feature Whitening and Colouring", BOOKTITLE = CIAP19, YEAR = "2019", PAGES = "II:225-236", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121692"} @inproceedings{bb125613, AUTHOR = "Jamal, A. and Namboodiri, V.P. and Deodhare, D. and Venkatesh, K.S.", TITLE = "U-DADA: Unsupervised Deep Action Domain Adaptation", BOOKTITLE = ACCV18, YEAR = "2018", PAGES = "III:444-459", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121693"} @inproceedings{bb125614, AUTHOR = "Park, H. and Ju, M.J. and Moon, S.K. and Yoo, C.D.", TITLE = "Unsupervised Domain Adaptation for Object Detection Using Distribution Matching in Various Feature Level", BOOKTITLE = IWDW18, YEAR = "2018", PAGES = "363-372", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121694"} @inproceedings{bb125615, AUTHOR = "Saito, K. and Watanabe, K. and Ushiku, Y. and Harada, T.", TITLE = "Maximum Classifier Discrepancy for Unsupervised Domain Adaptation", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "3723-3732", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121695"} @inproceedings{bb125616, AUTHOR = "Pinheiro, P.O.", TITLE = "Unsupervised Domain Adaptation with Similarity Learning", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "8004-8013", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121696"} @inproceedings{bb125617, AUTHOR = "Yang, Z. and Chen, W. and Wang, F. and Xu, B.", TITLE = "Unsupervised Domain Adaptation for Neural Machine Translation", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "338-343", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121697"} @inproceedings{bb125618, AUTHOR = "Gui, C. and Hu, J.", TITLE = "Unsupervised Domain Adaptation by regularizing Softmax Activation", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "397-402", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121698"} @inproceedings{bb125619, AUTHOR = "Xiao, P. and Du, B. and Yun, S. and Lit, X. and Zhang, Y. and Wu, J.", TITLE = "Probabilistic Graph Embedding for Unsupervised Domain Adaptation", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "1283-1288", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121699"} @inproceedings{bb125620, AUTHOR = "Das, D. and Lee, C.S.G.", TITLE = "Unsupervised Domain Adaptation Using Regularized Hyper-Graph Matching", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3758-3762", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121700"} @inproceedings{bb125621, AUTHOR = "Zhu, L. and Zhang, X. and Zhang, W. and Huang, X. and Guan, N. and Luo, Z.", TITLE = "Unsupervised domain adaptation with joint supervised sparse coding and discriminative regularization term", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "3066-3070", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121701"} @inproceedings{bb125622, AUTHOR = "Csurka, G. and Baradel, F. and Chidlovskii, B. and Clinchant, S.", TITLE = "Discrepancy-Based Networks for Unsupervised Domain Adaptation: A Comparative Study", BOOKTITLE = TASKCV17, YEAR = "2017", PAGES = "2630-2636", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121702"} @inproceedings{bb125623, AUTHOR = "Gholami, B. and Rudovic, O. and Pavlovic, V.", TITLE = "PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "3601-3610", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121703"} @inproceedings{bb125624, AUTHOR = "Aljundi, R. and Tuytelaars, T.", TITLE = "Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction", BOOKTITLE = TASKCV16, YEAR = "2016", PAGES = "III: 508-515", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121704"} @inproceedings{bb125625, AUTHOR = "Csurka, G. and Chidlowskii, B. and Clinchant, S. and Michel, S.", TITLE = "Unsupervised Domain Adaptation with Regularized Domain Instance Denoising", BOOKTITLE = TASKCV16, YEAR = "2016", PAGES = "III: 458-466", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121705"} @inproceedings{bb125626, AUTHOR = "Khan, M.N.A. and Heisterkamp, D.R.", TITLE = "Adapting instance weights for unsupervised domain adaptation using quadratic mutual information and subspace learning", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1560-1565", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121706"} @inproceedings{bb125627, AUTHOR = "Khan, M.N.A. and Heisterkamp, D.R.", TITLE = "Domain adaptation by iterative improvement of soft-labeling and maximization of non-parametric mutual information", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "4458-4462", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121707"} @inproceedings{bb125628, AUTHOR = "Xu, M.W. and Wu, S.S. and Jing, X.Y. and Yang, J.Y.", TITLE = "Kernel subspace alignment for unsupervised domain adaptation", BOOKTITLE = ICIP15, YEAR = "2015", PAGES = "2880-2884", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121708"} @inproceedings{bb125629, AUTHOR = "Caseiro, R. and Henriques, J.F. and Martins, P. and Batista, J.P.", TITLE = "Beyond the shortest path: Unsupervised domain adaptation by Sampling Subspaces along the Spline Flow", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "3846-3854", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121709"} @inproceedings{bb125630, AUTHOR = "Long, M.S. and Wang, J.M. and Ding, G.G. and Sun, J.G. and Yu, P.S.", TITLE = "Transfer Joint Matching for Unsupervised Domain Adaptation", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "1410-1417", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121710"} @inproceedings{bb125631, AUTHOR = "Long, M.S. and Wang, J.M. and Ding, G.G. and Sun, J.G. and Yu, P.S.", TITLE = "Transfer Feature Learning with Joint Distribution Adaptation", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "2200-2207", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121711"} @inproceedings{bb125632, AUTHOR = "Mirrashed, F. and Morariu, V.I. and Davis, L.S.", TITLE = "Sampling for unsupervised domain adaptive object detection", BOOKTITLE = ICIP13, YEAR = "2013", PAGES = "3288-3292", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605unsu4.html#TT121712"} @article{bb125633, AUTHOR = "Li, W. and Xu, Z. and Xu, D. and Dai, D.X. and Van Gool, L.J.", TITLE = "Domain Generalization and Adaptation Using Low Rank Exemplar SVMs", JOURNAL = PAMI, VOLUME = "40", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "1114-1127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121713"} @inproceedings{bb125634, AUTHOR = "Wang, Y. and Li, W. and Dai, D.X. and Van Gool, L.J.", TITLE = "Deep Domain Adaptation by Geodesic Distance Minimization", BOOKTITLE = TASKCV17, YEAR = "2017", PAGES = "2651-2657", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121714"} @article{bb125635, AUTHOR = "Lee, W. and Kim, H. and Lee, J.W.", TITLE = "Compact class-conditional domain invariant learning for multi-class domain adaptation", JOURNAL = PR, VOLUME = "112", YEAR = "2021", PAGES = "107763", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121715"} @article{bb125636, AUTHOR = "Li, H.L. and Wang, S.Q. and Wan, R.J. and Kot, A.C.", TITLE = "GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "1289-1303", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121716"} @article{bb125637, AUTHOR = "Wang, H. and Bi, X.J.", TITLE = "Domain generalization and adaptation based on second-order style information", JOURNAL = PR, VOLUME = "127", YEAR = "2022", PAGES = "108595", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121717"} @article{bb125638, AUTHOR = "Yuan, M.L. and Cai, C.H. and Lu, T. and Wu, Y.R. and Xu, Q. and Zhou, S.J.", TITLE = "A novel forget-update module for few-shot domain generalization", JOURNAL = PR, VOLUME = "129", YEAR = "2022", PAGES = "108704", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121718"} @article{bb125639, AUTHOR = "Wang, Y. and Qi, L. and Shi, Y. and Gao, Y.", TITLE = "Feature-Based Style Randomization for Domain Generalization", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "8", MONTH = "August", PAGES = "5495-5509", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121719"} @article{bb125640, AUTHOR = "Ge, Z.Q. and Song, Z.H. and Li, X. and Zhang, L.", TITLE = "Meta conditional variational auto-encoder for domain generalization", JOURNAL = CVIU, VOLUME = "222", YEAR = "2022", PAGES = "103503", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121720"} @article{bb125641, AUTHOR = "Christiansen, R. and Pfister, N. and Jakobsen, M.E. and Gnecco, N. and Peters, J.", TITLE = "A Causal Framework for Distribution Generalization", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "6614-6630", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121721"} @article{bb125642, AUTHOR = "Du, D.P. and Chen, J.W. and Li, Y.X. and Ma, K. and Wu, G.S. and Zheng, Y.F. and Wang, L.M.", TITLE = "Cross-Domain Gated Learning for Domain Generalization", JOURNAL = IJCV, VOLUME = "130", YEAR = "2022", NUMBER = "11", MONTH = "November", PAGES = "2842-2857", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121722"} @article{bb125643, AUTHOR = "Wang, R.Q. and Qi, L. and Shi, Y. and Gao, Y.", TITLE = "Better pseudo-label: Joint domain-aware label and dual-classifier for semi-supervised domain generalization", JOURNAL = PR, VOLUME = "133", YEAR = "2023", PAGES = "108987", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121723"} @article{bb125644, AUTHOR = "Chen, S.T. and Wang, L. and Hong, Z.J. and Yang, X.W.", TITLE = "Domain Generalization by Joint-Product Distribution Alignment", JOURNAL = PR, VOLUME = "134", YEAR = "2023", PAGES = "109086", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121724"} @article{bb125645, AUTHOR = "Tian, C.X. and Li, H.L. and Xie, X.F. and Liu, Y. and Wang, S.Q.", TITLE = "Neuron Coverage-Guided Domain Generalization", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "1302-1311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121725"} @article{bb125646, AUTHOR = "Segu, M. and Tonioni, A. and Tombari, F.", TITLE = "Batch normalization embeddings for deep domain generalization", JOURNAL = PR, VOLUME = "135", YEAR = "2023", PAGES = "109115", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121726"} @article{bb125647, AUTHOR = "Wang, Y.Q. and Liu, F. and Chen, Z.T. and Wu, Y.C. and Hao, J. and Chen, G.Y. and Heng, P.A.", TITLE = "Contrastive-ACE: Domain Generalization Through Alignment of Causal Mechanisms", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "235-250", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121727"} @article{bb125648, AUTHOR = "Yuan, J.K. and Ma, X. and Chen, D.F. and Kuang, K. and Wu, F. and Lin, L.F.", TITLE = "Domain-Specific Bias Filtering for Single Labeled Domain Generalization", JOURNAL = IJCV, VOLUME = "131", YEAR = "2023", NUMBER = "2", MONTH = "February", PAGES = "552-571", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121728"} @article{bb125649, AUTHOR = "Liu, Y.J. and Xiong, Z.W. and Li, Y. and Tian, X. and Zha, Z.J.", TITLE = "Domain Generalization Via Encoding and Resampling in a Unified Latent Space", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "126-139", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121729"} @article{bb125650, AUTHOR = "Yang, Y.H. and Zhang, X.Z. and Yang, M. and Deng, C.", TITLE = "Adaptive Bias-Aware Feature Generation for Generalized Zero-Shot Learning", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "280-290", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121730"} @article{bb125651, AUTHOR = "Luna, E. and SanMiguel, J.C. and Martinez, J.M. and Carballeira, P.", TITLE = "Graph Neural Networks for Cross-Camera Data Association", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "2", MONTH = "February", PAGES = "589-601", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121731"} @article{bb125652, AUTHOR = "Zhou, K.Y. and Liu, Z.W. and Qiao, Y. and Xiang, T. and Loy, C.C.", TITLE = "Domain Generalization: A Survey", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "4396-4415", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121732"} @article{bb125653, AUTHOR = "Xia, H.F. and Jing, T. and Ding, Z.M.", TITLE = "Generative Inference Network for Imbalanced Domain Generalization", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "1694-1704", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121733"} @article{bb125654, AUTHOR = "Xu, Q.W. and Zhang, R.P. and Fan, Z.Q. and Wang, Y.F. and Wu, Y.Y. and Zhang, Y.", TITLE = "Fourier-based augmentation with applications to domain generalization", JOURNAL = PR, VOLUME = "139", YEAR = "2023", PAGES = "109474", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121734"} @article{bb125655, AUTHOR = "Zhu, S. and Wu, C. and Du, B. and Zhang, L.P.", TITLE = "Style and content separation network for remote sensing image cross-scene generalization", JOURNAL = PandRS, VOLUME = "201", YEAR = "2023", PAGES = "1-11", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121735"} @article{bb125656, AUTHOR = "Zhou, K.Y. and Loy, C.C. and Liu, Z.W.", TITLE = "Semi-Supervised Domain Generalization with Stochastic StyleMatch", JOURNAL = IJCV, VOLUME = "131", YEAR = "2023", NUMBER = "9", MONTH = "September", PAGES = "2377-2387", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121736"} @article{bb125657, AUTHOR = "Zhang, X. and Chen, Y.C.", TITLE = "Adaptive Domain Generalization Via Online Disagreement Minimization", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "4247-4258", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121737"} @article{bb125658, AUTHOR = "Zhang, L. and Du, Y.J. and Shen, J.Y. and Zhen, X.T.", TITLE = "Learning to Learn With Variational Inference for Cross-Domain Image Classification", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "3319-3328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121738"} @inproceedings{bb125659, AUTHOR = "Du, Y.J. and Xu, J. and Xiong, H. and Qiu, Q.A. and Zhen, X.T. and Snoek, C.G.M. and Shao, L.", TITLE = "Learning to Learn with Variational Information Bottleneck for Domain Generalization", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "X:200-216", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121739"} @article{bb125660, AUTHOR = "Chuah, W.Q. and Tennakoon, R. and Hoseinnezhad, R. and Suter, D. and Bab Hadiashar, A.", TITLE = "An Information-Theoretic Method to Automatic Shortcut Avoidance and Domain Generalization for Dense Prediction Tasks", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "9", MONTH = "September", PAGES = "10615-10631", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121740"} @article{bb125661, AUTHOR = "Hong, M.Y. and Zhang, X.F. and Li, G.R. and Huang, Q.M.", TITLE = "Multi-Modal Multi-Grained Embedding Learning for Generalized Zero-Shot Video Classification", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "10", MONTH = "October", PAGES = "5959-5972", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121741"} @article{bb125662, AUTHOR = "Zhang, J. and Zhang, X.Y. and Wang, C. and Liu, C.L.", TITLE = "Deep representation learning for domain generalization with information bottleneck principle", JOURNAL = PR, VOLUME = "143", YEAR = "2023", PAGES = "109737", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121742"} @article{bb125663, AUTHOR = "Qin, T. and Wang, S.Q. and Li, H.L.", TITLE = "Evolving Domain Generalization via Latent Structure-Aware Sequential Autoencoder", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "12", MONTH = "December", PAGES = "14514-14527", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121743"} @article{bb125664, AUTHOR = "Hu, J.J. and Qi, L. and Zhang, J. and Shi, Y.H.", TITLE = "Domain generalization via Inter-domain Alignment and Intra-domain Expansion", JOURNAL = PR, VOLUME = "146", YEAR = "2024", PAGES = "110029", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121744"} @article{bb125665, AUTHOR = "Gholami, B. and El Khamy, M. and Song, K.B.", TITLE = "Latent Feature Disentanglement for Visual Domain Generalization", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "5751-5763", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121745"} @article{bb125666, AUTHOR = "Li, J.W. and Li, Y. and Wang, H.J. and Liu, C.B. and Tan, J.", TITLE = "Exploring Explicitly Disentangled Features for Domain Generalization", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "11", MONTH = "November", PAGES = "6360-6373", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121746"} @article{bb125667, AUTHOR = "Choi, J. and Seong, H.S. and Park, S. and Heo, J.P.", TITLE = "TCX: Texture and channel swappings for domain generalization", JOURNAL = PRL, VOLUME = "175", YEAR = "2023", PAGES = "74-80", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121747"} @article{bb125668, AUTHOR = "Zhao, Q.J. and Wang, X. and Wang, B. and Wang, L. and Liu, W. and Li, S.S.", TITLE = "A Dual-Attention Deep Discriminative Domain Generalization Model for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "23", PAGES = "5492", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121748"} @article{bb125669, AUTHOR = "Li, Y.M. and Zhang, D. and Keuper, M. and Khoreva, A.", TITLE = "Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization", JOURNAL = IJCV, VOLUME = "132", YEAR = "2024", NUMBER = "2", MONTH = "February", PAGES = "446-465", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121749"} @inproceedings{bb125670, AUTHOR = "Li, Y.M. and Zhang, D. and Keuper, M. and Khoreva, A.", TITLE = "Intra-Source Style Augmentation for Improved Domain Generalization", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "509-519", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121750"} @article{bb125671, AUTHOR = "Wang, M.Z. and Liu, Y.H. and Yuan, J.L. and Wang, S.S. and Wang, Z.B. and Wang, W.", TITLE = "Inter-Class and Inter-Domain Semantic Augmentation for Domain Generalization", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "1338-1347", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121751"} @article{bb125672, AUTHOR = "Zhou, K.Y. and Yang, Y.X. and Qiao, Y. and Xiang, T.", TITLE = "MixStyle Neural Networks for Domain Generalization and Adaptation", JOURNAL = IJCV, VOLUME = "132", YEAR = "2024", NUMBER = "3", MONTH = "March", PAGES = "822-836", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121752"} @article{bb125673, AUTHOR = "Qi, L. and Yang, H.P. and Shi, Y. and Geng, X.", TITLE = "NormAUG: Normalization-Guided Augmentation for Domain Generalization", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "1419-1431", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121753"} @article{bb125674, AUTHOR = "Chen, Z. and Wang, W.Q. and Zhao, Z.C. and Su, F. and Men, A. and Dong, Y.", TITLE = "Instance Paradigm Contrastive Learning for Domain Generalization", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "2", MONTH = "February", PAGES = "1032-1042", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121754"} @article{bb125675, AUTHOR = "Lin, L.J. and Xie, H. and Sun, Z.S. and Chen, W.J. and Liu, W.X. and Yu, Y.L. and Zhang, L.", TITLE = "Semi-supervised domain generalization with evolving intermediate domain", JOURNAL = PR, VOLUME = "149", YEAR = "2024", PAGES = "110280", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121755"} @inproceedings{bb125676, AUTHOR = "Zhang, Y.B. and Deng, B. and Jia, K. and Zhang, L.", TITLE = "Label Propagation with Augmented Anchors: A Simple Semi-supervised Learning Baseline for Unsupervised Domain Adaptation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "IV:781-797", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121756"} @article{bb125677, AUTHOR = "Noori, M. and Cheraghalikhani, M. and Bahri, A. and Vargas Hakim, G.A. and Osowiechi, D. and Ben Ayed, I. and Desrosiers, C.", TITLE = "TFS-ViT: Token-level feature stylization for domain generalization", JOURNAL = PR, VOLUME = "149", YEAR = "2024", PAGES = "110213", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121757"} @article{bb125678, AUTHOR = "Wang, N. and Qi, L. and Guo, J.T. and Shi, Y.H. and Gao, Y.", TITLE = "Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations", JOURNAL = IP, VOLUME = "33", YEAR = "2024", PAGES = "1627-1642", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121758"} @article{bb125679, AUTHOR = "Bissoto, A. and Barata, C. and Valle, E. and Avila, S.", TITLE = "Even small correlation and diversity shifts pose dataset-bias issues", JOURNAL = PRL, VOLUME = "179", YEAR = "2024", PAGES = "87-93", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121759"} @article{bb125680, AUTHOR = "Kang, J.H. and Kim, T. and Kim, Y. and Oh, C. and Jung, J.Y. and Chang, R. and Song, K.", TITLE = "Bibimbap: Pre-trained models ensemble for Domain Generalization", JOURNAL = PR, VOLUME = "151", YEAR = "2024", PAGES = "110391", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121760"} @article{bb125681, AUTHOR = "Liu, L. and Song, X.B. and Wang, M.M. and Dai, Y.C. and Liu, Y. and Zhang, L.J.", TITLE = "AGDF-Net: Learning Domain Generalizable Depth Features With Adaptive Guidance Fusion", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "5", MONTH = "May", PAGES = "3137-3155", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121761"} @article{bb125682, AUTHOR = "Li, Z. and Yu, D. and Wu, M.H. and Chan, S. and Yu, H. and Han, Z.", TITLE = "Revisiting single-step adversarial training for robustness and generalization", JOURNAL = PR, VOLUME = "151", YEAR = "2024", PAGES = "110356", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121762"} @inproceedings{bb125683, AUTHOR = "Singhal, U. and Esteves, C. and Makadia, A. and Yu, S.X.", TITLE = "Learning to Transform for Generalizable Instance-wise Invariance", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "6188-6198", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121763"} @inproceedings{bb125684, AUTHOR = "Guo, J.T. and Qi, L. and Shi, Y.", TITLE = "DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "19057-19067", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121764"} @inproceedings{bb125685, AUTHOR = "Zhao, B.C. and Aodha, O.M.", TITLE = "Incremental Generalized Category Discovery", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "19080-19090", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121765"} @inproceedings{bb125686, AUTHOR = "Jing, M.M. and Zhen, X.T. and Li, J.J. and Snoek, C.G.M.", TITLE = "Order-preserving Consistency Regularization for Domain Adaptation and Generalization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18870-18881", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121766"} @inproceedings{bb125687, AUTHOR = "Cheng, S. and Gokhale, T. and Yang, Y.Z.", TITLE = "Adversarial Bayesian Augmentation for Single-Source Domain Generalization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "11366-11376", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121767"} @inproceedings{bb125688, AUTHOR = "Huang, Z.Y. and Zhou, A. and Lin, Z.J. and Cai, M. and Wang, H.H. and Lee, Y.J.", TITLE = "A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "11651-11661", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121768"} @inproceedings{bb125689, AUTHOR = "Jiang, X.Y. and Huang, J.X. and Jin, S. and Lu, S.J.", TITLE = "Domain Generalization via Balancing Training Difficulty and Model Capability", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18947-18957", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121769"} @inproceedings{bb125690, AUTHOR = "Hemati, S. and Zhang, G.J. and Estiri, A. and Chen, X.", TITLE = "Understanding Hessian Alignment for Domain Generalization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18958-18968", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121770"} @inproceedings{bb125691, AUTHOR = "Hu, L. and Kan, M. and Shan, S.G. and Chen, X.L.", TITLE = "DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "19004-19013", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121771"} @inproceedings{bb125692, AUTHOR = "Huang, Z. and Wang, H. and Zhao, J. and Zheng, N.G.", TITLE = "iDAG: Invariant DAG Searching for Domain Generalization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "19112-19122", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121772"} @inproceedings{bb125693, AUTHOR = "Chattopadhyay, P. and Sarangmath, K. and Vijaykumar, V. and Hoffman, J.", TITLE = "Pasta: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "19231-19243", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121773"} @inproceedings{bb125694, AUTHOR = "Chen, C.Q. and Tang, L. and Tao, L. and Zhou, H.Y. and Huang, Y. and Han, X.G. and Yu, Y.Z.", TITLE = "Activate and Reject: Towards Safe Domain Generalization under Category Shift", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "11518-11529", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121774"} @inproceedings{bb125695, AUTHOR = "Michalkiewicz, M. and Faraki, M. and Yu, X. and Chandraker, M. and Baktashmotlagh, M.", TITLE = "Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "6154-6165", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121775"} @inproceedings{bb125696, AUTHOR = "Zhang, X.X. and Xu, R.Z. and Yu, H. and Dong, Y.C. and Tian, P.F. and Cui, P.", TITLE = "Flatness-Aware Minimization for Domain Generalization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "5166-5179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121776"} @inproceedings{bb125697, AUTHOR = "Chen, L. and Zhang, Y. and Song, Y.B. and van den Hengel, A.J. and Liu, L.Q.", TITLE = "Domain Generalization via Rationale Invariance", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1751-1760", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121777"} @inproceedings{bb125698, AUTHOR = "Li, C.M. and Zhang, D. and Huang, W.J. and Zhang, J.G.", TITLE = "Cross Contrasting Feature Perturbation for Domain Generalization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1327-1337", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121778"} @inproceedings{bb125699, AUTHOR = "Gholami, B. and El Khamy, M. and Song, K.B.", TITLE = "Domain invariant regularization by disentangling content and style Features for visual domain generalization", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "1525-1529", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605dgen5.html#TT121779"}