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Domain Generalization

88 directly classified papers

Papers per year

Papers

Single Domain Generalization for Crowd Counting CVPR 2024
Rethinking the Evaluation Protocol of Domain Generalization CVPR 2024
Cross-modal Representation Flattening for Multi-modal Domain Generalization NIPS 2024
Do causal predictors generalize better to new domains? NIPS 2024
On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization AAAI 2023
Distribution Free Domain Generalization ICML 2023
Learning a Generalized Gaze Estimator from Gaze-Consistent Feature AAAI 2023
Multi-Domain Generalized Graph Meta Learning AAAI 2023
Learning Optimal Features via Partial Invariance AAAI 2023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023
Single Domain Generalization for LiDAR Semantic Segmentation CVPR 2023
Decompose, Adjust, Compose: Effective Normalization by Playing With Frequency for Domain Generalization CVPR 2023
Modality-Agnostic Debiasing for Single Domain Generalization CVPR 2023
ALOFT: A Lightweight MLP-Like Architecture With Dynamic Low-Frequency Transform for Domain Generalization CVPR 2023
Crossing the Gap: Domain Generalization for Image Captioning CVPR 2023
Memory-Based Invariance Learning for Out-of-Domain Text Classification EMNLP 2023
Evolving Standardization for Continual Domain Generalization over Temporal Drift NIPS 2023
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization NIPS 2022
Prompt-based Distribution Alignment for Domain Generalization in Text Classification EMNLP 2022
MAgNet: Mesh Agnostic Neural PDE Solver NIPS 2022
PCL: Proxy-Based Contrastive Learning for Domain Generalization CVPR 2022
Causality Inspired Representation Learning for Domain Generalization CVPR 2022
Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022
Out-of-Distribution Generalization With Causal Invariant Transformations CVPR 2022