no code implementations • CVPR 2021 • Adam W. Harley, Yiming Zuo, Jing Wen, Ayush Mangal, Shubhankar Potdar, Ritwick Chaudhry, Katerina Fragkiadaki
We propose an unsupervised method for detecting and tracking moving objects in 3D, in unlabelled RGB-D videos.
1 code implementation • 19 Sep 2020 • Ayush Mangal, Jitesh Jain, Keerat Kaur Guliani, Omkar Bhalerao
While previous approaches used the past as an indicator of the future, we instead explicitly model the future frequency and recency in a multi-task fashion with prefetching, leveraging the abilities of deep networks to capture futuristic trends and use them for learning eviction and admission.
no code implementations • 16 May 2020 • Aniket Agarwal, Ayush Mangal, Vipul
In this paper, we present a detailed survey on the various techniques for scene graph generation, their efficacy to represent visual relationships and how it has been used to solve various downstream tasks.