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Ayush Mangal

2 accepted papers

2021

Modeling financial uncertainty with multivariate temporal entropy-based curriculums

UAI 2021poster

In the financial realm, profit generation greatly relies on the complicated task of stock prediction. Lately, neural methods have shown success in exploiting stock affecting signals from textual data across news and tweets to forecast stock performance. However, the dynamic, stochastic, and variably…

Cited by 4SourcePDFScholar
2021

Track, Check, Repeat: An EM Approach to Unsupervised Tracking

CVPR 2021poster

We propose an unsupervised method for detecting and tracking moving objects in 3D, in unlabelled RGB-D videos. The method begins with classic handcrafted techniques for segmenting objects using motion cues: we estimate optical flow and camera motion, and conservatively segment regions that appear to…

Cited by 9PDFScholar