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Domain Generalization

330 directly classified papers

Papers per year

Papers

Towards Generalized Open Information Extraction EMNLP 2022
Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022
Generalizable Cross-Modality Medical Image Segmentation via Style Augmentation and Dual Normalization CVPR 2022
3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection CVPR 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022
PCL: Proxy-Based Contrastive Learning for Domain Generalization CVPR 2022
Causality Inspired Representation Learning for Domain Generalization CVPR 2022
Localized Adversarial Domain Generalization CVPR 2022
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks CVPR 2022
WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022
GraftNet: Towards Domain Generalized Stereo Matching With a Broad-Spectrum and Task-Oriented Feature CVPR 2022
OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization CVPR 2022
Meta Distribution Alignment for Generalizable Person Re-Identification CVPR 2022
Failure Modes of Domain Generalization Algorithms CVPR 2022
Compound Domain Generalization via Meta-Knowledge Encoding CVPR 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing CVPR 2022
Revisiting Domain Generalized Stereo Matching Networks From a Feature Consistency Perspective CVPR 2022
Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation CVPR 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022
Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022
Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022
Invariant Information Bottleneck for Domain Generalization AAAI 2022
When Does Group Invariant Learning Survive Spurious Correlations? NIPS 2022
Domain Generalization without Excess Empirical Risk NIPS 2022
Probable Domain Generalization via Quantile Risk Minimization NIPS 2022