output
19942025
most citedTowards Deep Neural Network Architectures Robust to Adversarial Examples

635 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019 · cs.LGShow all

2 papers · 2 filters

cs.LG2019★ 25 cited

Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures

Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada +3

Generative models have achieved impressive results in many domains including image and text generation. In the natural sciences, generative models have led to rapid progress in aut…

cs.LG2019★ 38 cited

Variational Inference MPC for Bayesian Model-based Reinforcement Learning

Masashi Okada, Tadahiro Taniguchi

In recent studies on model-based reinforcement learning (MBRL), incorporating uncertainty in forward dynamics is a state-of-the-art strategy to enhance learning performance, making…