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Shresth Grover

2 accepted papers

2024

Navigating Hallucinations for Reasoning of Unintentional Activities

EMNLP 2024finding

In this work we present a novel task of understanding unintentional human activities in videos. We formalize this problem as a reasoning task under zero-shot scenario, where given a video of an unintentional activity we want to know why it transitioned from intentional to unintentional. We first eva…

2023

Revealing the unseen: Benchmarking video action recognition under occlusion

NeurIPS 2023poster

In this work, we study the effect of occlusion on video action recognition. To facilitate this study, we propose three benchmark datasets and experiment with seven different video action recognition models. These datasets include two synthetic benchmarks, UCF-101-O and K-400-O, which enabled underst…

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