10 citations · 17 across the 9 of their papers we have counts for
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cond-mat.mtrl-sci2021★ 3 cited
Data-Driven Learning of 3-Point Correlation Functions as Microstructure Representations
Sheng Cheng, Yang Jiao, Yi Ren
This paper considers the open challenge of identifying complete, concise, and explainable quantitative microstructure representations for disordered heterogeneous material systems.…
cs.LG2021★ 10 cited
Evaluating the Robustness of Bayesian Neural Networks Against Different Types of Attacks
Yutian Pang, Sheng Cheng, Jueming Hu +1
To evaluate the robustness gain of Bayesian neural networks on image classification tasks, we perform input perturbations, and adversarial attacks to the state-of-the-art Bayesian…