293 citations · 1.5k across the 77 of their papers we have counts for
Showing 2017 · cs.CVShow all
2 papers · 2 filters
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…
cs.CV2017★ 97 cited
Causally Regularized Learning with Agnostic Data Selection Bias
Zheyan Shen, Peng Cui, Kun Kuang +2
Most of previous machine learning algorithms are proposed based on the i.i.d. hypothesis. However, this ideal assumption is often violated in real applications, where selection bia…