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domain generalization

1522 papers

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Also known as

DG

Co-occurring keywords

domain adaptation (4595) transfer learning (5449) distribution shift (722) representation learning (6206) out-of-distribution generalization (408) data augmentation (3052) semantic segmentation (3186) zero-shot learning (3650) vision-language model (2348) few-shot learning (3398)

Papers

Exploring the Reasons for Non-generalizability of KBQA systems EACL 2023
Probabilistic Robustness for Data Filtering EACL 2023
Why Can’t Discourse Parsing Generalize? A Thorough Investigation of the Impact of Data Diversity EACL 2023
What Did You Learn To Hate? A Topic-Oriented Analysis of Generalization in Hate Speech Detection EACL 2023
Learning useful representations for shifting tasks and distributions ICML 2023
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition WACV 2023
Domain Invariant Vision Transformer Learning for Face Anti-Spoofing WACV 2023
Intra-Source Style Augmentation for Improved Domain Generalization WACV 2023
Image-Free Domain Generalization via CLIP for 3D Hand Pose Estimation WACV 2023
Expansion of Visual Hints for Improved Generalization in Stereo Matching WACV 2023
Learning by Hallucinating: Vision-Language Pre-Training With Weak Supervision WACV 2023
UPAR: Unified Pedestrian Attribute Recognition and Person Retrieval WACV 2023
Benchmarking Visual Localization for Autonomous Navigation WACV 2023
Composite Learning for Robust and Effective Dense Predictions WACV 2023
Semantic Segmentation in Aerial Imagery Using Multi-Level Contrastive Learning With Local Consistency WACV 2023
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization NIPS 2023
Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition NIPS 2023
Adaptive Contextual Perception: How To Generalize To New Backgrounds and Ambiguous Objects NIPS 2023
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents NIPS 2023
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation ICML 2023
CLIPood: Generalizing CLIP to Out-of-Distributions ICML 2023
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization ICML 2023
Structural Re-weighting Improves Graph Domain Adaptation ICML 2023
Cross-Domain Facial Expression Recognition via Disentangling Identity Representation IJCAI 2023
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing IJCAI 2023