4 papers
Progressive Generative Adversarial Binary Networks for Music Generation
Manan Oza, Himanshu Vaghela, Kriti Srivastava
Recent improvements in generative adversarial network (GAN) training techniques prove that progressively training a GAN drastically stabilizes the training and improves the quality…
Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes
Vedant Singh, Manan Oza, Himanshu Vaghela +1
3D multi object generative models allow us to synthesize a large range of novel 3D multi object scenes and also identify objects, shapes, layouts and their positions. But multi obj…
MREAK : Morphological Retina Keypoint Descriptor
Himanshu Vaghela, Manan Oza, Sudhir Bagul
A variety of computer vision applications depend on the efficiency of image matching algorithms used. Various descriptors are designed to detect and match features in images. Deplo…
Semi-Supervised Image-to-Image Translation
Manan Oza, Himanshu Vaghela, Sudhir Bagul
Image-to-image translation is a long-established and a difficult problem in computer vision. In this paper we propose an adversarial based model for image-to-image translation. The…