domain generalization

1517 papers

Explore in graph

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

Preserving Modality Structure Improves Multi-Modal Learning ICCV 2023

Crossing the Gap: Domain Generalization for Image Captioning CVPR 2023

Understanding Hessian Alignment for Domain Generalization ICCV 2023

Bayesian Prompt Learning for Image-Language Model Generalization ICCV 2023

DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023

Meta-forests: Domain generalization on random forests with meta-learning ACML 2023

Towards Viewpoint Robustness in Bird's Eye View Segmentation ICCV 2023

Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm ICCV 2023

Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters ICCV 2023

Topic Ontologies for Arguments EACL 2023

Global-Local Regularization Via Distributional Robustness AISTATS 2023

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less ICCV 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

Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment AAAI 2023

Deep Frequency Filtering for Domain Generalization CVPR 2023

Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models ICCV 2023

Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023

Generalized Lightness Adaptation with Channel Selective Normalization ICCV 2023

Rethinking Federated Learning With Domain Shift: A Prototype View CVPR 2023

Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck CVPR 2023

MEVID: Multi-View Extended Videos With Identities for Video Person Re-Identification WACV 2023

Towards Online Domain Adaptive Object Detection WACV 2023

Empirical Generalization Study: Unsupervised Domain Adaptation vs. Domain Generalization Methods for Semantic Segmentation in the Wild WACV 2023

Multi-View Action Recognition Using Contrastive Learning WACV 2023