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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

Enhancing Evolving Domain Generalization through Dynamic Latent Representations AAAI 2024
Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains AAAI 2024
Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024
An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024
Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024
Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization AAAI 2024
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NIPS 2024
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024
Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval AAAI 2024
PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization CVPR 2024
Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024
All in One Framework for Multimodal Re-identification in the Wild CVPR 2024
Invariant Random Forest: Tree-Based Model Solution for OOD Generalization AAAI 2024
Any-Way Meta Learning AAAI 2024
Transportable Representations for Domain Generalization AAAI 2024
Achievable distributional robustness when the robust risk is only partially identified NIPS 2024
UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation EMNLP 2024
FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding EMNLP 2024
ALVIN: Active Learning Via INterpolation EMNLP 2024
Octo: An Open-Source Generalist Robot Policy RSS 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization NIPS 2024
Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024