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Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
Research article (2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022) · cited 90× · AI/ML
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
Summary
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation is a scholarly article[1].
Key Facts
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation. Retrieved May 24, 2026, from https://4ort.xyz/entity/towards-fewer-annotations-active-learning-via-region-impurity-and-prediction-uncertainty-for-domain-adaptive-semantic-se
MLA“Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/towards-fewer-annotations-active-learning-via-region-impurity-and-prediction-uncertainty-for-domain-adaptive-semantic-se.
BibTeX@misc{4ortxyz_towards-fewer-annotations-active-learning-via-region-impurity-and-prediction-uncertainty-for-domain-adaptive-semantic-se_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation}}, year = {2026}, url = {https://4ort.xyz/entity/towards-fewer-annotations-active-learning-via-region-impurity-and-prediction-uncertainty-for-domain-adaptive-semantic-se}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation — https://4ort.xyz/entity/towards-fewer-annotations-active-learning-via-region-impurity-and-prediction-uncertainty-for-domain-adaptive-semantic-se (retrieved 2026-05-24)
