13 citations · 13 across the 1 of their papers we have counts for
3 papers
cs.CV2020★ 13 cited
An Empirical Analysis of the Impact of Data Augmentation on Knowledge Distillation
Deepan Das, Haley Massa, Abhimanyu Kulkarni +1
Generalization Performance of Deep Learning models trained using Empirical Risk Minimization can be improved significantly by using Data Augmentation strategies such as simple tran…
cs.CV2019
Semi Supervised Phrase Localization in a Bidirectional Caption-Image Retrieval Framework
Deepan Das, Noor Mohammed Ghouse, Shashank Verma +1
We introduce a novel deep neural network architecture that links visual regions to corresponding textual segments including phrases and words. To accomplish this task, our architec…
cs.CV2019
Unsupervised Anomalous Trajectory Detection for Crowded Scenes
Deepan Das, Deepak Mishra
We present an improved clustering based, unsupervised anomalous trajectory detection algorithm for crowded scenes. The proposed work is based on four major steps, namely, extractio…