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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

Learning a Generalized Gaze Estimator from Gaze-Consistent Feature AAAI 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift ICCV 2023
Cross Contrasting Feature Perturbation for Domain Generalization ICCV 2023
Out-of-Distribution Detection for Monocular Depth Estimation ICCV 2023
Style Projected Clustering for Domain Generalized Semantic Segmentation CVPR 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023
Multi-Domain Generalized Graph Meta Learning AAAI 2023
Controllable Guide-Space for Generalizable Face Forgery Detection ICCV 2023
Test-time Personalizable Forecasting of 3D Human Poses ICCV 2023
A Survey on Out-of-Distribution Evaluation of Neural NLP Models IJCAI 2023
Cross-Modal Contrastive Learning for Domain Adaptation in 3D Semantic Segmentation AAAI 2023
Video-Audio Domain Generalization via Confounder Disentanglement AAAI 2023
Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains CVPR 2023
Improving Generalization With Domain Convex Game CVPR 2023
Revisiting De-Identification of Electronic Medical Records: Evaluation of Within- and Cross-Hospital Generalization EMNLP 2023
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023
Scaling Data Generation in Vision-and-Language Navigation ICCV 2023
Learning Optimal Features via Partial Invariance AAAI 2023
Background-Mixed Augmentation for Weakly Supervised Change Detection AAAI 2023
Internal Robust Representations for Domain Generalization AAAI 2023
Sharpness-Aware Gradient Matching for Domain Generalization CVPR 2023
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing AAAI 2023
Learning robust representation for reinforcement learning with distractions by reward sequence prediction UAI 2023
DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations AAAI 2023
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023