Qiang Ji*

2 accepted papers

2024

Bayesian Evidential Deep Learning for Online Action Detection

ECCV 2024poster

"Online action detection aims at identifying the ongoing action in a streaming video without seeing the future. Timely and reliable response is critical for real-world applications. In this paper, we introduce Bayesian Evidential Deep Learning (BEDL), an efficient and generalizable framework for onl…

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2024

Weakly-Supervised 3D Hand Reconstruction with Knowledge Prior and Uncertainty Guidance

Yufei Zhang*, Jeffrey Kephart, Qiang Ji*

ECCV 2024poster

"Fully-supervised monocular 3D hand reconstruction is often difficult because capturing the requisite 3D data entails deploying specialized equipment in a controlled environment. We introduce a weakly-supervised method that avoids such requirements by leveraging fundamental principles well-establish…

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