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Domain Generalization

1,834 papers

Papers per year

4
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Papers

A Bit More Bayesian: Domain-Invariant Learning with Uncertainty ICML 2021
Improving Generalization in Meta-learning via Task Augmentation ICML 2021
Improved OOD Generalization via Adversarial Training and Pretraing ICML 2021
DORO: Distributional and Outlier Robust Optimization ICML 2021
Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization? ICML 2021
Bayesian Attention Belief Networks ICML 2021
Examining and Combating Spurious Features under Distribution Shift ICML 2021
Dual Reweighting Domain Generalization for Face Presentation Attack Detection IJCAI 2021
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference IJCAI 2021
Towards Robust Model Reuse in the Presence of Latent Domains IJCAI 2021
Self-Supervised Adversarial Distribution Regularization for Medication Recommendation IJCAI 2021
Provable Guarantees on the Robustness of Decision Rules to Causal Interventions IJCAI 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization IJCAI 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers IJCNLP 2021
Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU IJCNLP 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution IJCNLP 2021
On Compositional Generalization of Neural Machine Translation IJCNLP 2021
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions IJCNLP 2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres IJCNLP 2021
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning IJCNLP 2021
Improving Model Generalization: A Chinese Named Entity Recognition Case Study IJCNLP 2021
Learning to Read Maps: Understanding Natural Language Instructions from Unseen Maps IJCNLP 2021
Spurious Correlations in Cross-Topic Argument Mining IJCNLP 2021
Rethinking Evaluation in ASR: Are Our Models Robust Enough? INTERSPEECH 2021