Foundation Ark: Accruing and Reusing Knowledge for Superior and Robust Performance

1 code implementation • 14 Oct 2023 • Dongao Ma, Jiaxuan Pang, Michael B. Gotway, Jianming Liang

To realize this vision, we have developed Ark, a framework that accrues and reuses knowledge from heterogeneous expert annotations in various datasets.

SiftingGAN: Generating and Sifting Labeled Samples to Improve the Remote Sensing Image Scene Classification Baseline in vitro

1 code implementation • 13 Sep 2018 • Dongao Ma, Ping Tang, Lijun Zhao

It becomes a question of serious doubt whether the GAN-generated samples can help better improve the scene classification performance of other deep learning networks (in vitro), compared with the widely used transformed samples.

Data Augmentation General Classification +1