Domain Generalization

Statistical Learning under Heterogeneous Distribution Shift ICML 2023 Studying How to Efficiently and Effectively Guide Models with Explanations ICCV 2023 Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition AAAI 2023 Style Projected Clustering for Domain Generalized Semantic Segmentation CVPR 2023 StyleSync: High-Fidelity Generalized and Personalized Lip Sync in Style-Based Generator CVPR 2023 Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023 Surgical Fine-Tuning Improves Adaptation to Distribution Shifts ICLR 2023 Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness EMNLP 2023 Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023 Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks ICLR 2023 Temporal Generalizability in Multimodal Misinformation Detection EMNLP 2023 Test-time Personalizable Forecasting of 3D Human Poses ICCV 2023 Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization ICML 2023 Texture Learning Domain Randomization for Domain Generalized Segmentation ICCV 2023 The s-value: evaluating stability with respect to distributional shifts NeurIPS 2023 The Tilted Variational Autoencoder: Improving Out-of-Distribution Detection ICLR 2023 The Value of Out-of-Distribution Data ICML 2023 To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering ACL 2023 Topic Ontologies for Arguments EACL 2023 Topology-aware Robust Optimization for Out-of-Distribution Generalization ICLR 2023 Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs ACL 2023 Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection AAAI 2023 Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View EMNLP 2023 Towards Distribution-shift Robust Text Classification of Emotional Content ACL 2023 Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View CVPR 2023