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Jerry Liu

Jerry Liu is an AI Resident at Uber ATG Toronto under Prof. Raquel Urtasun. Before joining ATG, he completed a B.S.E in Computer Science at Princeton and worked as a Machine Learning Engineer at Quora. His current research interests involve image/video compression, generative models, and attention mechanisms.

Research Papers

DSIC: Deep Stereo Image Compression

J. Liu, S. Wang, R. Urtasun
We design a novel architecture for compressing a stereo image pair that tries to extract as much shared information from the first image in order to reduce the bitrate of the second image. We demonstrate an impressive 30-50% reduction in the second image bitrate at low bitrates. [PDF]
International Conference on Computer Vision (ICCV), 2019