Domain Generalization

Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023 Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships ICML 2023 Out-of-distribution Representation Learning for Time Series Classification ICLR 2023 Out-of-Domain Robustness via Targeted Augmentations ICML 2023 PAC Generalization via Invariant Representations ICML 2023 Parallel-mentoring for Offline Model-based Optimization NeurIPS 2023 Part-Aware Transformer for Generalizable Person Re-identification ICCV 2023 Part-Based Models Improve Adversarial Robustness ICLR 2023 PartManip: Learning Cross-Category Generalizable Part Manipulation Policy From Point Cloud Observations CVPR 2023 PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization ICCV 2023 PCFG-Based Natural Language Interface Improves Generalization for Controlled Text Generation ACL 2023 PGrad: Learning Principal Gradients For Domain Generalization ICLR 2023 POEM: Polarization of Embeddings for Domain-Invariant Representations AAAI 2023 Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023 PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation CVPR 2023 PPi: Pretraining Brain Signal Model for Patient-independent Seizure Detection NeurIPS 2023 Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications EMNLP 2023 Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction EMNLP 2023 Preserving Modality Structure Improves Multi-Modal Learning ICCV 2023 Principled Out-of-Distribution Detection via Multiple Testing JMLR 2023 Probabilistic Robustness for Data Filtering EACL 2023 ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification CVPR 2023 Progressive Random Convolutions for Single Domain Generalization CVPR 2023 Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences ACL 2023 Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization CVPR 2023