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cs.CV2019
Sampling Strategies for GAN Synthetic Data
Binod Bhattarai, Seungryul Baek, Rumeysa Bodur +1
Generative Adversarial Networks (GANs) have been used widely to generate large volumes of synthetic data. This data is being utilized for augmenting with real examples in order to…
cs.CV2019
AugLabel: Exploiting Word Representations to Augment Labels for Face Attribute Classification
Binod Bhattarai, Rumeysa Bodur, Tae-Kyun Kim
Augmenting data in image space (eg. flipping, cropping etc) and activation space (eg. dropout) are being widely used to regularise deep neural networks and have been successfully a…