no code implementations • 20 Nov 2021 • Apoorva Beedu, Zhile Ren, Varun Agrawal, Irfan Essa
We introduce a simple yet effective algorithm that uses convolutional neural networks to directly estimate object poses from videos.
no code implementations • 11 Sep 2018 • Jonathan C Balloch, Varun Agrawal, Irfan Essa, Sonia Chernova
We show that pretraining real-time segmentation architectures with synthetic segmentation data instead of ImageNet improves fine-tuning performance by reducing the bias learned in pretraining and closing the \textit{transfer gap} as a result.
2 code implementations • CVPR 2018 • Wenqi Xian, Patsorn Sangkloy, Varun Agrawal, Amit Raj, Jingwan Lu, Chen Fang, Fisher Yu, James Hays
In this paper, we investigate deep image synthesis guided by sketch, color, and texture.
Ranked #2 on Image Reconstruction on Edge-to-Shoes