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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Provable Guarantees on the Robustness of Decision Rules to Causal Interventions IJCAI 2021
A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning NIPS 2021
Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models EACL 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages ACL 2021
Invariant Policy Optimization: Towards Stronger Generalization in Reinforcement Learning L4DC 2021
The OOD Blind Spot of Unsupervised Anomaly Detection MIDL 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization EMNLP 2021
Examining and Combating Spurious Features under Distribution Shift ICML 2021
Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization? ICML 2021
DORO: Distributional and Outlier Robust Optimization ICML 2021
Improving Generalization in Meta-learning via Task Augmentation ICML 2021
Learning Domain Invariant Representations in Goal-conditioned Block MDPs NIPS 2021
Unadversarial Examples: Designing Objects for Robust Vision NIPS 2021
BREEDS: Benchmarks for Subpopulation Shift ICLR 2021
On Calibration and Out-of-Domain Generalization NIPS 2021
Subgraph Federated Learning with Missing Neighbor Generation NIPS 2021
Spurious Correlations in Cross-Topic Argument Mining IJCNLP 2021
Improved OOD Generalization via Adversarial Training and Pretraing ICML 2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres IJCNLP 2021
Robust Visual Reasoning via Language Guided Neural Module Networks NIPS 2021
Robust Contrastive Learning Using Negative Samples with Diminished Semantics NIPS 2021
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data ACL 2021
TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search CVPR 2021
Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections CVPR 2021
Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021