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 2019Show all

4 papers · 1 filter

eess.AS2019

Multi-Source Direction-of-Arrival Estimation Using Improved Estimation Consistency Method

Rohith Mars, Hiroyuki Ehara, Srikanth Nagisetty +1

We address the problem of estimating direction-of-arrivals (DOAs) for multiple acoustic sources in a reverberant environment using a spherical microphone array. It is well-known th…

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.CV2019

Multi-person Pose Tracking using Sequential Monte Carlo with Probabilistic Neural Pose Predictor

Masashi Okada, Shinji Takenaka, Tadahiro Taniguchi

It is an effective strategy for the multi-person pose tracking task in videos to employ prediction and pose matching in a frame-by-frame manner. For this type of approach, uncertai…

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…