12 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 1 cited
Learned Interpretable Residual Extragradient ISTA for Sparse Coding
Lin Kong, Wei Sun, Fanhua Shang +2
Recently, the study on learned iterative shrinkage thresholding algorithm (LISTA) has attracted increasing attentions. A large number of experiments as well as some theories have p…
cs.CV2018★ 10 cited
Interpretable Spatio-temporal Attention for Video Action Recognition
Lili Meng, Bo Zhao, Bo Chang +4
Inspired by the observation that humans are able to process videos efficiently by only paying attention where and when it is needed, we propose an interpretable and easy plug-in sp…
cs.CV2017★ 12 cited
Towards Interpretable R-CNN by Unfolding Latent Structures
Tianfu Wu, Wei Sun, Xilai Li +2
This paper first proposes a method of formulating model interpretability in visual understanding tasks based on the idea of unfolding latent structures. It then presents a case stu…