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Mirza The Norm Must Go On Dynamic Unsupervised Domain Adaptation by CVPR 2022 Paper by lzy007xxoo is a document available to read on EtoBox.
What is Mirza The Norm Must Go On Dynamic Unsupervised Domain Adaptation by CVPR 2022 Paper about?
The document presents Dynamic Unsupervised Adaptation (DUA), a method for adapting neural networks to domain shifts using minimal unlabeled data. DUA modifies the statistics of batch normalization layers to improve model performance in real-time applications, achieving competitive results with less than 1% of unlabeled target domain data. The approach is simple, effective, and applicable to various architectures, demonstrating significant performance gains in tasks like object recognition and detection unde
- Author
- lzy007xxoo
- Language
- EN