28 citations · 44 across the 5 of their papers we have counts for
5 papers
Building Scalable Video Understanding Benchmarks through Sports
Aniket Agarwal, Alex Zhang, Karthik Narasimhan +3
Existing benchmarks for evaluating long video understanding falls short on two critical aspects, either lacking in scale or quality of annotations. These limitations arise from the…
RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition
Jun Chen, Aniket Agarwal, Sherif Abdelkarim +2
The visual relationship recognition (VRR) task aims at understanding the pairwise visual relationships between interacting objects in an image. These relationships typically have a…
Visual Relationship Detection using Scene Graphs: A Survey
Aniket Agarwal, Ayush Mangal, Vipul
Understanding a scene by decoding the visual relationships depicted in an image has been a long studied problem. While the recent advances in deep learning and the usage of deep ne…
Exploring Long Tail Visual Relationship Recognition with Large Vocabulary
Sherif Abdelkarim, Aniket Agarwal, Panos Achlioptas +5
Several approaches have been proposed in recent literature to alleviate the long-tail problem, mainly in object classification tasks. In this paper, we make the first large-scale s…
Revisiting CycleGAN for semi-supervised segmentation
Arnab Kumar Mondal, Aniket Agarwal, Jose Dolz +1
In this work, we study the problem of training deep networks for semantic image segmentation using only a fraction of annotated images, which may significantly reduce human annotat…