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Domain Generalization

88 directly classified papers

Papers per year

Papers

Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization NIPS 2022
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time NIPS 2022
Diverse Weight Averaging for Out-of-Distribution Generalization NIPS 2022
Learning Invariant Graph Representations for Out-of-Distribution Generalization NIPS 2022
Domain Generalization without Excess Empirical Risk NIPS 2022
Probable Domain Generalization via Quantile Risk Minimization NIPS 2022
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization NIPS 2022
Learning Generalizable Part-based Feature Representation for 3D Point Clouds NIPS 2022
An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization AISTATS 2022
Learning Modular Structures That Generalize Out-of-Distribution (Student Abstract) AAAI 2022
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022
Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification AAAI 2022
Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory AAAI 2022
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022
Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022
Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts CVPR 2021
Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021
Adaptive Methods for Real-World Domain Generalization CVPR 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization CVPR 2021
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference IJCAI 2021
Modular Networks for Compositional Instruction Following NAACL 2021
Generalization in Instruction Following Systems NAACL 2021
Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU ACL 2021
Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization EMNLP 2021