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domain generalization

1517 papers

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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

Distribution Shift Inversion for Out-of-Distribution Prediction CVPR 2023
Vector Quantization With Self-Attention for Quality-Independent Representation Learning CVPR 2023
A New Dataset Based on Images Taken by Blind People for Testing the Robustness of Image Classification Models Trained for ImageNet Categories CVPR 2023
Meta-Causal Learning for Single Domain Generalization CVPR 2023
ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification 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
Ingredient-Oriented Multi-Degradation Learning for Image Restoration CVPR 2023
Masked Image Training for Generalizable Deep Image Denoising CVPR 2023
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023
Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection INTERSPEECH 2023
Q: How To Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CVPR 2023
Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization CVPR 2023
AltFreezing for More General Video Face Forgery Detection CVPR 2023
Feature Alignment and Uniformity for Test Time Adaptation CVPR 2023
Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection ACL 2023
Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering EMNLP 2023
Improved Test-Time Adaptation for Domain Generalization CVPR 2023
Federated Domain Generalization With Generalization Adjustment CVPR 2023
GenAug: Retargeting behaviors to unseen situations via Generative Augmentation RSS 2023
Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training CVPR 2023
Decompose, Adjust, Compose: Effective Normalization by Playing With Frequency for Domain Generalization CVPR 2023
iDAG: Invariant DAG Searching for Domain Generalization ICCV 2023
Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks JMLR 2023