domain generalization

Towards Unsupervised Domain Generalization CVPR 2022 Training Object Detectors From Scratch: An Empirical Study in the Era of Vision Transformer CVPR 2022 Transfer Learning for Pose Estimation of Illustrated Characters WACV 2022 TransRAC: Encoding Multi-Scale Temporal Correlation With Transformers for Repetitive Action Counting CVPR 2022 UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NeurIPS 2022 Underspecification Presents Challenges for Credibility in Modern Machine Learning JMLR 2022 Understanding Simultaneous Train and Test Robustness ALT 2022 Undoing the Damage of Label Shift for Cross-Domain Semantic Segmentation CVPR 2022 Unifying Panoptic Segmentation for Autonomous Driving CVPR 2022 Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022 VCSeg: Virtual Camera Adaptation for Road Segmentation WACV 2022 Visual Representation Learning Does Not Generalize Strongly Within the Same Domain ICLR 2022 VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022 When Does Group Invariant Learning Survive Spurious Correlations? NeurIPS 2022 WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022 Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time NeurIPS 2022 ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization NeurIPS 2022 3D-to-2D Distillation for Indoor Scene Parsing CVPR 2021 A Bit More Bayesian: Domain-Invariant Learning with Uncertainty ICML 2021 Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization ICML 2021 Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation WACV 2021 Adaptive Methods for Real-World Domain Generalization CVPR 2021 Adaptive Risk Minimization: Learning to Adapt to Domain Shift NeurIPS 2021 Adversarial Invariant Learning CVPR 2021 Adversarially Adaptive Normalization for Single Domain Generalization CVPR 2021