Multi-Domain Ensembles for Domain Generalization
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[1] Philip H. S. Torr,et al. Gradient Matching for Domain Generalization , 2021, ICLR.
[2] Cuiling Lan,et al. Generalizing to Unseen Domains: A Survey on Domain Generalization , 2021, IEEE Transactions on Knowledge and Data Engineering.
[3] George J. Pappas,et al. Model-Based Domain Generalization , 2021, NeurIPS.
[4] Pang Wei Koh,et al. WILDS: A Benchmark of in-the-Wild Distribution Shifts , 2020, ICML.
[5] Judy Hoffman,et al. Learning to Balance Specificity and Invariance for In and Out of Domain Generalization , 2020, ECCV.
[6] Marc Niethammer,et al. Robust and Generalizable Visual Representation Learning via Random Convolutions , 2020, ICLR.
[7] Eric P. Xing,et al. Self-Challenging Improves Cross-Domain Generalization , 2020, ECCV.
[8] David Lopez-Paz,et al. In Search of Lost Domain Generalization , 2020, ICLR.
[9] Donggeun Yoo,et al. Reducing Domain Gap via Style-Agnostic Networks , 2019, ArXiv.
[10] Bohyung Han,et al. Learning to Optimize Domain Specific Normalization for Domain Generalization , 2019, ECCV.
[11] David Lopez-Paz,et al. Invariant Risk Minimization , 2019, ArXiv.
[12] John Langford,et al. Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds , 2019, ICLR.
[13] Shaoqun Zeng,et al. From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge , 2019, IEEE Transactions on Medical Imaging.
[14] Yongxin Yang,et al. Episodic Training for Domain Generalization , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).
[15] Taesung Park,et al. CyCADA: Cycle-Consistent Adversarial Domain Adaptation , 2017, ICML.
[16] Yongxin Yang,et al. Deeper, Broader and Artier Domain Generalization , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).
[17] Sethuraman Panchanathan,et al. Deep Hashing Network for Unsupervised Domain Adaptation , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[18] Charles Blundell,et al. Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles , 2016, NIPS.
[19] Kate Saenko,et al. Deep CORAL: Correlation Alignment for Deep Domain Adaptation , 2016, ECCV Workshops.
[20] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[21] François Laviolette,et al. Domain-Adversarial Training of Neural Networks , 2015, J. Mach. Learn. Res..
[22] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[23] Ye Xu,et al. Unbiased Metric Learning: On the Utilization of Multiple Datasets and Web Images for Softening Bias , 2013, 2013 IEEE International Conference on Computer Vision.
[24] Alexei A. Efros,et al. Unbiased look at dataset bias , 2011, CVPR 2011.
[25] Vladimir Vapnik,et al. An overview of statistical learning theory , 1999, IEEE Trans. Neural Networks.
[26] MarchandMario,et al. Domain-adversarial training of neural networks , 2016 .