activity
20172021
most citedLearning Affinity via Spatial Propagation Networks

26 citations · 29 across the 3 of their papers we have counts for

collaborators

5 papers

eess.IV2021

A Lossless Intra Reference Block Recompression Scheme for Bandwidth Reduction in HEVC-IBC

Jiyuan Hu, Jun Wang, Guangyu Zhong +3

The reference frame memory accesses in inter prediction result in high DRAM bandwidth requirement and power consumption. This problem is more intensive by the adoption of intra blo…

cs.CV2018

Switchable Temporal Propagation Network

Sifei Liu, Guangyu Zhong, Shalini De Mello +4

Videos contain highly redundant information between frames. Such redundancy has been extensively studied in video compression and encoding, but is less explored for more advanced v…

cs.CV20183 cited

Learning Video-Story Composition via Recurrent Neural Network

Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu +2

In this paper, we propose a learning-based method to compose a video-story from a group of video clips that describe an activity or experience. We learn the coherence between video…

cs.CV201726 cited

Learning Affinity via Spatial Propagation Networks

Sifei Liu, Shalini De Mello, Jinwei Gu +3

In this paper, we propose spatial propagation networks for learning the affinity matrix for vision tasks. We show that by constructing a row/column linear propagation model, the sp…

cs.CV2017

Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos

Kihyuk Sohn, Sifei Liu, Guangyu Zhong +3

Despite rapid advances in face recognition, there remains a clear gap between the performance of still image-based face recognition and video-based face recognition, due to the vas…