3 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 2 cited
Adversarial TCAV -- Robust and Effective Interpretation of Intermediate Layers in Neural Networks
Rahul Soni, Naresh Shah, Chua Tat Seng +1
Interpreting neural network decisions and the information learned in intermediate layers is still a challenge due to the opaque internal state and shared non-linear interactions. A…
cs.LG2020★ 3 cited
Fine-grained Uncertainty Modeling in Neural Networks
Rahul Soni, Naresh Shah, Jimmy D. Moore
Existing uncertainty modeling approaches try to detect an out-of-distribution point from the in-distribution dataset. We extend this argument to detect finer-grained uncertainty th…