30 citations · 35 across the 3 of their papers we have counts for
7 papers
Domain Adaptive SiamRPN++ for Object Tracking in the Wild
Zhongzhou Zhang, Lei Zhang
Benefit from large-scale training data, recent advances in Siamese-based object tracking have achieved compelling results on the normal sequences. Whilst Siamese-based trackers ass…
Registration-based model reduction in complex two-dimensional geometries
Tommaso Taddei, Lei Zhang
We present a general -- i.e., independent of the underlying equation -- registration procedure for parameterized model order reduction. Given the spatial domain $Ω\subset \mathbb{R…
Blended Ghost Force Correction Method for 3D Crystalline Defects
Lidong Fang, Lei Zhang
Atomistic/continuum coupling method is a class of multiscale computational method for the efficient simulation of crystalline defects. The recently developed blended ghost force co…
Space-time registration-based model reduction of parameterized one-dimensional hyperbolic PDEs
Tommaso Taddei, Lei Zhang
We propose a model reduction procedure for rapid and reliable solution of parameterized hyperbolic partial differential equations. Due to the presence of parameter-dependent shock…
Transfer Adaptation Learning: A Decade Survey
Lei Zhang, Xinbo Gao
The world we see is ever-changing and it always changes with people, things, and the environment. Domain is referred to as the state of the world at a certain moment. A research pr…
Variational Bayesian Dropout with a Hierarchical Prior
Yuhang Liu, Wenyong Dong, Lei Zhang +2
Variational dropout (VD) is a generalization of Gaussian dropout, which aims at inferring the posterior of network weights based on a log-uniform prior on them to learn these weigh…