domain generalization

Offline RL with Discrete Proxy Representations for Generalizability in POMDPs NeurIPS 2023 Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild CVPR 2023 On Optimizing Model Generality in AI-based Disaster Damage Assessment: A Subjective Logic-driven Crowd-AI Hybrid Learning Approach IJCAI 2023 On Pitfalls of Test-Time Adaptation ICML 2023 On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization AAAI 2023 On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets NeurIPS 2023 Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models ICCV 2023 Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension EMNLP 2023 Order-preserving Consistency Regularization for Domain Adaptation and Generalization ICCV 2023 Out-of-Distribution Detection for Monocular Depth Estimation ICCV 2023 Out-of-distribution Detection with Implicit Outlier Transformation ICLR 2023 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 Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers EMNLP 2023 Part-Aware Transformer for Generalizable Person Re-identification ICCV 2023 PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization ICCV 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 Post-hoc Concept Bottleneck Models ICLR 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