257 citations · 1.4k across the 55 of their papers we have counts for
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cs.CV2018★ 2 cited
SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception
Yue Meng, Yongxi Lu, Aman Raj +5
Unsupervised learning for geometric perception (depth, optical flow, etc.) is of great interest to autonomous systems. Recent works on unsupervised learning have made considerable…
cs.CV2018
Efficient Video Understanding via Layered Multi Frame-Rate Analysis
Ziyao Tang, Yongxi Lu, Tara Javidi
One of the greatest challenges in the design of a real-time perception system for autonomous driving vehicles and drones is the conflicting requirement of safety (high prediction a…