13 citations · 39 across the 9 of their papers we have counts for
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cs.CV2020★ 2 cited
Importance of Self-Consistency in Active Learning for Semantic Segmentation
S. Alireza Golestaneh, Kris M. Kitani
We address the task of active learning in the context of semantic segmentation and show that self-consistency can be a powerful source of self-supervision to greatly improve the pe…
cs.CV2020★ 10 cited
3D Human Motion Estimation via Motion Compression and Refinement
Zhengyi Luo, S. Alireza Golestaneh, Kris M. Kitani
We develop a technique for generating smooth and accurate 3D human pose and motion estimates from RGB video sequences. Our method, which we call Motion Estimation via Variational A…
cs.CV2020★ 13 cited
No-Reference Image Quality Assessment via Feature Fusion and Multi-Task Learning
S. Alireza Golestaneh, Kris Kitani
Blind or no-reference image quality assessment (NR-IQA) is a fundamental, unsolved, and yet challenging problem due to the unavailability of a reference image. It is vital to the s…