Ritik Mathur — accepted AI-conference papers

2022

DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents

Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen Leidner, Franck Dernoncourt +1

EMNLP 2022finding

Financial prediction is complex due to the stochastic nature of the stock market. Semi-structured financial documents present comprehensive financial data in tabular formats, such as earnings, profit-loss statements, and balance sheets, and can often contain rich technical analysis along with a text…

Cited by 5 Source ↗PDF ↗code ↗Scholar ↗

2022

YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset

Donglai Wei, Siddhant Kharbanda, Sarthak Arora, Roshan Roy, Nishant Jain, Akash Palrecha +12

CVPR 2022poster

Many video understanding tasks require analyzing multi-shot videos, but existing datasets for video object segmentation (VOS) only consider single-shot videos. To address this challenge, we collected a new dataset---YouMVOS---of 200 popular YouTube videos spanning ten genres, where each video is on…

Cited by 2 PDF ↗code ↗Scholar ↗