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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Learning to Read Maps: Understanding Natural Language Instructions from Unseen Maps IJCNLP 2021
Vision-Language Navigation With Random Environmental Mixup ICCV 2021
Improving Model Generalization: A Chinese Named Entity Recognition Case Study IJCNLP 2021
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions IJCNLP 2021
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning IJCNLP 2021
Rethinking Evaluation in ASR: Are Our Models Robust Enough? INTERSPEECH 2021
Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning INTERSPEECH 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution IJCNLP 2021
Heterogeneous Risk Minimization ICML 2021
Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU IJCNLP 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers IJCNLP 2021
Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection EACL 2021
Cross-Topic Rumor Detection using Topic-Mixtures EACL 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) ICML 2021
Active Testing: Sample-Efficient Model Evaluation ICML 2021
Power up! Robust Graph Convolutional Network via Graph Powering AAAI 2021
Stable Adversarial Learning under Distributional Shifts AAAI 2021
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation AAAI 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
Analyzing the Domain Robustness of Pretrained Language Models, Layer by Layer EACL 2021
Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding RSS 2021
Domain General Face Forgery Detection by Learning to Weight AAAI 2021
Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition AAAI 2021
Towards a Universal Model for Cross-Dataset Crowd Counting ICCV 2021
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning NIPS 2021