← Learning Types
Machine Learning › Learning Types ›

Domain Generalization

330 directly classified papers

Papers per year

Papers

ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment EMNLP 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity NIPS 2024
Achieving Domain-Independent Certified Robustness via Knowledge Continuity NIPS 2024
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NIPS 2024
Composite Learning for Robust and Effective Dense Predictions WACV 2023
Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization CVPR 2023
Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
Distribution Free Domain Generalization ICML 2023
Internal Robust Representations for Domain Generalization AAAI 2023
Video-Audio Domain Generalization via Confounder Disentanglement AAAI 2023
Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation AAAI 2023
Domain Generalised Faster R-CNN AAAI 2023
Learning Generalizable Agents via Saliency-guided Features Decorrelation NIPS 2023
Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023
Masked Images Are Counterfactual Samples for Robust Fine-Tuning CVPR 2023
Style Projected Clustering for Domain Generalized Semantic Segmentation CVPR 2023
Controllable Guide-Space for Generalizable Face Forgery Detection ICCV 2023
Test-time Personalizable Forecasting of 3D Human Poses ICCV 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift ICCV 2023
Cross Contrasting Feature Perturbation for Domain Generalization ICCV 2023
Modality-Agnostic Debiasing for Single Domain Generalization CVPR 2023
Meta-Causal Learning for Single Domain Generalization CVPR 2023
Generalized UAV Object Detection via Frequency Domain Disentanglement CVPR 2023
Decompose, Adjust, Compose: Effective Normalization by Playing With Frequency for Domain Generalization CVPR 2023