augmentation method
Country:
- Europe > Switzerland > Zürich > Zürich (0.14)
- North America > United States > California (0.05)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
Technology:
Back-Modality: Leveraging Modal Transformation for Data Augmentation
On one hand, it operates as a general data augmentation strategy.
Country:
- North America > United States > Washington > King County > Seattle (0.04)
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- North America > Dominican Republic (0.04)
- (11 more...)
Technology:
Country:
- Asia > China > Hong Kong (0.04)
- Asia > China > Gansu Province > Lanzhou (0.04)
- Asia > Myanmar > Tanintharyi Region > Dawei (0.04)
- (2 more...)
Technology:
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.93)
Adaptive Contextual Perception: How to Generalize to New Backgrounds and Ambiguous Objects
Motivated by our analysis results, we propose new data augmentation methods aimed at enhancing model generalization.
Country:
- Europe > Switzerland > Zürich > Zürich (0.14)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (0.95)
Technology:
Technology:
AdvancingFine-GrainedClassificationbyStructure andSubjectPreservingAugmentation
Fine-grained visual classification (FGVC) involves classifying closely related sub-classes. This task is difficult due to the subtle differences between classes and the high intra-class variance. Moreover, FGVC datasets are typically small and challenging to gather, thus highlighting a significant need for effective data augmentation.
Technology:
Country:
- North America > United States > California > Los Angeles County > Los Angeles (0.14)
- North America > United States > Wisconsin (0.05)
- North America > United States > Texas (0.04)
- Asia > China (0.04)
Technology: