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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

Covariate-Shift Generalization via Random Sample Weighting AAAI 2023
Rethinking Federated Learning With Domain Shift: A Prototype View CVPR 2023
COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts ICCV 2023
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation ICCV 2023
Adaptive Texture Filtering for Single-Domain Generalized Segmentation AAAI 2023
Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition AAAI 2023
Robust Feature Rectification of Pretrained Vision Models for Object Recognition AAAI 2023
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning ICCV 2023
Towards Unsupervised Domain Generalization for Face Anti-Spoofing ICCV 2023
Domain-General Crowd Counting in Unseen Scenarios AAAI 2023
Exploit Domain-Robust Optical Flow in Domain Adaptive Video Semantic Segmentation AAAI 2023
Domain Generalised Faster R-CNN AAAI 2023
Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation AAAI 2023
Cross-Modal Contrastive Learning for Domain Adaptation in 3D Semantic Segmentation AAAI 2023
Video-Audio Domain Generalization via Confounder Disentanglement AAAI 2023
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation AAAI 2023
Can You Answer This? – Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract) AAAI 2023
Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023
Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023
DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract) 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
Multi-Domain Generalized Graph Meta Learning AAAI 2023
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023