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domain generalization

1517 papers

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Also known as

DGSS DG SDG

Co-occurring keywords

domain adaptation (4578) transfer learning (5442) distribution shift (711) representation learning (6174) out-of-distribution generalization (403) data augmentation (3037) semantic segmentation (3179) zero-shot learning (3637) vision-language model (2235) few-shot learning (3390)

Papers

Neuron Structure Modeling for Generalizable Remote Physiological Measurement CVPR 2023
Distribution Free Domain Generalization ICML 2023
Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations NIPS 2023
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis SEMEVAL 2023
Exploring the Reasons for Non-generalizability of KBQA systems EACL 2023
A composable machine-learning approach for steady-state simulations on high-resolution grids NIPS 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore NIPS 2022
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments NIPS 2022
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization NIPS 2022
Probable Domain Generalization via Quantile Risk Minimization NIPS 2022
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022
Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction AAAI 2022
Learning Modular Structures That Generalize Out-of-Distribution (Student Abstract) AAAI 2022
An Empirical Study on Explanations in Out-of-Domain Settings ACL 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding ACL 2022
Towards Unsupervised Domain Generalization CVPR 2022
Pin the Memory: Learning To Generalize Semantic Segmentation CVPR 2022
Semantic-Aware Domain Generalized Segmentation CVPR 2022
Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation CVPR 2022
FS6D: Few-Shot 6D Pose Estimation of Novel Objects CVPR 2022
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification CVPR 2022
Undoing the Damage of Label Shift for Cross-Domain Semantic Segmentation CVPR 2022
GOOD: A Graph Out-of-Distribution Benchmark NIPS 2022
Causally motivated multi-shortcut identification and removal NIPS 2022