3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2020★ 3 cited
A Singular Value Perspective on Model Robustness
Malhar Jere, Maghav Kumar, Farinaz Koushanfar
Convolutional Neural Networks (CNNs) have made significant progress on several computer vision benchmarks, but are fraught with numerous non-human biases such as vulnerability to a…
cs.CV2020
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?
Safa Messaoud, Maghav Kumar, Alexander G. Schwing
Combinatorial optimization is frequently used in computer vision. For instance, in applications like semantic segmentation, human pose estimation and action recognition, programs a…