domain generalization

On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law NeurIPS 2020 Open Compound Domain Adaptation CVPR 2020 Plug-and-Play Rescaling Based Crowd Counting in Static Images WACV 2020 Pretrained Transformers Improve Out-of-Distribution Robustness ACL 2020 Recognizing Instagram Filtered Images with Feature De-Stylization AAAI 2020 Regularized Fine-Grained Meta Face Anti-Spoofing AAAI 2020 Reinforcement Learning with Augmented Data NeurIPS 2020 Research on Task Discovery for Transfer Learning in Deep Neural Networks ACL 2020 Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition CVPR 2020 Single-Side Domain Generalization for Face Anti-Spoofing CVPR 2020 SketchTransfer: A New Dataset for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks WACV 2020 Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective IJCAI 2020 Stochastic Classifiers for Unsupervised Domain Adaptation CVPR 2020 Style Normalization and Restitution for Generalizable Person Re-Identification CVPR 2020 SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark WACV 2020 TartanVO: A Generalizable Learning-based VO CoRL 2020 Test-Time Training with Self-Supervision for Generalization under Distribution Shifts ICML 2020 The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation WACV 2020 Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation CVPR 2020 Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages COLING 2020 Towards Universal Representation Learning for Deep Face Recognition CVPR 2020 Transfer Value Iteration Networks AAAI 2020 What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation CVPR 2020 A Cross-Domain Transferable Neural Coherence Model ACL 2019 A Cross-Season Correspondence Dataset for Robust Semantic Segmentation CVPR 2019