Domain Generalization

Connected Speech-Based Cognitive Assessment in Chinese and English Interspeech 2024 Context is Environment ICLR 2024 Continuous Invariance Learning ICLR 2024 Continuous Temporal Domain Generalization NeurIPS 2024 Contrastive Instruction Tuning ACL 2024 Conundrums in Cross-Prompt Automated Essay Scoring: Making Sense of the State of the Art ACL 2024 Credal Learning Theory NeurIPS 2024 Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024 Cross-modal Representation Flattening for Multi-modal Domain Generalization NeurIPS 2024 Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning ICLR 2024 Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts AAAI 2024 Debiasing Multimodal Sarcasm Detection with Contrastive Learning AAAI 2024 Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation CVPR 2024 Decoupled Invariant Attention Network for Multivariate Time-series Forecasting IJCAI 2024 Deep Confident Steps to New Pockets: Strategies for Docking Generalization ICLR 2024 Deep Echo Path Modeling for Acoustic Echo Cancellation Interspeech 2024 Deep Learning with Requirements in the Real World IJCAI 2024 Defog Artificial Intelligence Glasses: Neural Networks for the Imperfect Real World AAAI 2024 Delving into Qualitative Implications of Synthetic Data for Hate Speech Detection EMNLP 2024 Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts AISTATS 2024 Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning CVPR 2024 DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning CVPR 2024 Disentangled Prompt Representation for Domain Generalization CVPR 2024 Dissecting the Failure of Invariant Learning on Graphs NeurIPS 2024 Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter NAACL 2024