source domain

ProMEA: Prompt-driven Expansion and Alignment for Single Domain Generalization IJCAI 2025 Towards Domain Adaptive Neural Contextual Bandits ICLR 2025 Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024 Domain-Aware Data Selection for Speech Classification via Meta-Reweighting Interspeech 2024 Gradual Source Domain Expansion for Unsupervised Domain Adaptation WACV 2024 Non-stationary Domain Generalization: Theory and Algorithm UAI 2024 Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption CVPR 2023 Does GPT-3 Grasp Metaphors? Identifying Metaphor Mappings with Generative Language Models ACL 2023 Domain Generalization with Interpolation Robustness ACML 2023 MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning ACL 2023 Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms EMNLP 2023 Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization ICML 2023 A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality AISTATS 2022 Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022 Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022 Learning To Generate the Unknowns as a Remedy to the Open-Set Domain Shift WACV 2022 Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022 WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022 Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021 Few-Shot Image Generation via Cross-Domain Correspondence CVPR 2021 Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021 TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation NeurIPS 2021 Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning NeurIPS 2021 Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation IJCAI 2020 Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection AAAI 2020