Google makes real-world data more accessible to AI — and training pipelines will love it

Google is turning its vast public data trove into a goldmine for AI with the debut of the Data Commons Model Context Protocol ...
IEEE

Unsupervised Degradation Representation Learning for Unpaired Restoration of Images and Point Clouds

Abstract: Restoration tasks in low-level vision aim to restore high-quality (HQ) data from their low-quality (LQ) observations. To circumvents the difficulty of acquiring paired data in real scenarios ...
IEEE

Cross-Domain Incremental Feature Learning for ALS Point Cloud Semantic Segmentation With Few Samples

Abstract: Feature learning of airborne laser scanning (ALS) point clouds is challenged by both the limited annotated samples and imbalanced class distribution. An intuitive way involves pretraining on ...