14 citations · 21 across the 4 of their papers we have counts for
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cs.LG2019
Robust Deep Multi-Modal Sensor Fusion using Fusion Weight Regularization and Target Learning
Myung Seok Shim, Chenye Zhao, Yang Li +3
Sensor fusion has wide applications in many domains including health care and autonomous systems. While the advent of deep learning has enabled promising multi-modal fusion of high…
cs.LG2018
Optimized Gated Deep Learning Architectures for Sensor Fusion
Myung Seok Shim, Peng Li
Sensor fusion is a key technology that integrates various sensory inputs to allow for robust decision making in many applications such as autonomous driving and robot control. Deep…
cs.LG2018
Efficient Two-Step Adversarial Defense for Deep Neural Networks
Ting-Jui Chang, Yukun He, Peng Li
In recent years, deep neural networks have demonstrated outstanding performance in many machine learning tasks. However, researchers have discovered that these state-of-the-art mod…