32 citations · 49 across the 4 of their papers we have counts for
4 papers
Deforming the Loss Surface to Affect the Behaviour of the Optimizer
Liangming Chen, Long Jin, Xiujuan Du +2
In deep learning, it is usually assumed that the optimization process is conducted on a shape-fixed loss surface. Differently, we first propose a novel concept of deformation mappi…
Deforming the Loss Surface
Liangming Chen, Long Jin, Xiujuan Du +2
In deep learning, it is usually assumed that the shape of the loss surface is fixed. Differently, a novel concept of deformation operator is first proposed in this paper to deform…
Object Detection Free Instance Segmentation With Labeling Transformations
Long Jin, Zeyu Chen, Zhuowen Tu
Instance segmentation has attracted recent attention in computer vision and existing methods in this domain mostly have an object detection stage. In this paper, we study the intri…
Effect of aging-induced disorder on the quantum transport properties of atomically thin WTe
W. L. Liu, M. L. Chen, X. X. Li +15
Atomically thin layers of transition-metal dicalcogenides (TMDCs) are often known to be metastable in the ambient atmosphere. Understanding the mechanism of degradation is essentia…