Research
I'm interested in computer vision, papers are highlighted.
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Towards Visually Explaining Variational Autoencoders
Wenqian Liu*, Runze Li*, Meng Zheng, Srikrishna Karanam, Ziyan Wu, Bir Bhanu, Richard J. Radke, Octavia Camps. (* equal contributions)
CVPR, 2020, Oral
arxiv
we take a step towards bridging this crucial gap, proposing the first technique to visually explain VAEs by means of gradient-based attention. We present methods to generate visual attention from the learned latent space, and also demonstrate such attention explanations serve more than just explaining VAE predictions.
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Fine-grained Visual Dribbling Style Analysis for Soccer Videos with Augmented Dribble Energy Image
Runze Li, Bir Bhanu
CVPR Sports Workshop, 2019
bibtex
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CS006: EFFECTIVE USE OF WORLD WIDE WEB - Spring 2019, Fall 2019, Winter 2020, Spring 2020
CS008: Introduction to Computing - Winter 2019
CS179G: Senior Project (Database Systems) - Fall 2018
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