← Keywords

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

Towards Multi-Domain Learning for Generalizable Video Anomaly Detection NIPS 2024
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts NIPS 2024
Improving Generalization of Dynamic Graph Learning via Environment Prompt NIPS 2024
Causally Inspired Regularization Enables Domain General Representations AISTATS 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment CVPR 2024
One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection NIPS 2024
Learning to Reweight for Generalizable Graph Neural Network AAAI 2024
Watch Where You Head: A View-Biased Domain Gap in Gait Recognition and Unsupervised Adaptation WACV 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024
SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition NIPS 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024
Mind the GAP: Improving Robustness to Subpopulation Shifts with Group-Aware Priors AISTATS 2024
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics WACV 2024
An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping NIPS 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization NAACL 2024
Dissecting the Failure of Invariant Learning on Graphs NIPS 2024
Robust Fine-tuning of Zero-shot Models via Variance Reduction NIPS 2024
Understanding Retrieval Robustness for Retrieval-augmented Image Captioning ACL 2024
Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024
Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter NAACL 2024
Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation AISTATS 2024
UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation EMNLP 2024
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment NIPS 2024
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment EMNLP 2024