Nanyang Technological University and the National University of Singapore have partnered with Huawei to open-source the first comprehensive benchmark specifically designed for data agents (Data Agents ...

Data augmentation refers to a set of techniques that modify existing data instances to create new, synthetic samples. These techniques involve applying a range of transformations such as rotation, ...

The term data augmentation refers to methods for constructing iterative optimization or sampling algorithms via the introduction of unobserved data or latent variables. For deterministic algorithms, ...