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domain generalization

1522 papers

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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

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023
Efficiently Robustify Pre-Trained Models ICCV 2023
Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation ICCV 2023
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization ICCV 2023
Domain Specified Optimization for Deployment Authorization ICCV 2023
Unsupervised Feature Representation Learning for Domain-generalized Cross-domain Image Retrieval ICCV 2023
Flatness-Aware Minimization for Domain Generalization ICCV 2023
Understanding Hessian Alignment for Domain Generalization ICCV 2023
Bayesian Prompt Learning for Image-Language Model Generalization ICCV 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
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less ICCV 2023
Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization CVPR 2023
Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models ICCV 2023
Generalized Lightness Adaptation with Channel Selective Normalization ICCV 2023
RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases CVPR 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023
Learning A Self-Supervised Domain-Invariant Feature Representation for Generalized Audio Deepfake Detection INTERSPEECH 2023
Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection INTERSPEECH 2023
Sharpness-Aware Gradient Matching for Domain Generalization CVPR 2023
Improving Generalization Ability of Countermeasures for New Mismatch Scenario by Combining Multiple Advanced Regularization Terms INTERSPEECH 2023
Improving Generalization With Domain Convex Game CVPR 2023
Variational Classifier for Unsupervised Anomalous Sound Detection under Domain Generalization INTERSPEECH 2023
Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck CVPR 2023