4 citations · 7 across the 3 of their papers we have counts for
3 papers
quant-ph2022
Interpreting convolutional neural networks' low dimensional approximation to quantum spin systems
Yilong Ju, Shah Saad Alam, Jonathan Minoff +3
Convolutional neural networks (CNNs) have been employed along with Variational Monte Carlo methods for finding the ground state of quantum many-body spin systems with great success…
cs.CV2022★ 3 cited
Pedestrian 3D Bounding Box Prediction
Saeed Saadatnejad, Yi Zhou Ju, Alexandre Alahi
Safety is still the main issue of autonomous driving, and in order to be globally deployed, they need to predict pedestrians' motions sufficiently in advance. While there is a lot…
stat.ML2020★ 4 cited
Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples
Josue Ortega Caro, Yilong Ju, Ryan Pyle +4
Adversarial Attacks are still a significant challenge for neural networks. Recent work has shown that adversarial perturbations typically contain high-frequency features, but the r…