280 citations · 1.2k across the 67 of their papers we have counts for
7 papers · 1 filter
Adversarial Structured Prediction for Multivariate Measures
Hong Wang, Ashkan Rezaei, Brian D. Ziebart
Many predicted structured objects (e.g., sequences, matchings, trees) are evaluated using the F-score, alignment error rate (AER), or other multivariate performance measures. Since…
The finite steps of convergence of the fast thresholding algorithms with feedbacks
Ningning Han, Shidong Li, Zhanjie Song +1
Iterative algorithms based on thresholding, feedback and null space tuning (NST+HT+FB) for sparse signal recovery are exceedingly effective and fast, particularly for large scale p…
Partially separable convexly-constrained optimization with non-Lipschitzian singularities and its complexity
Xiaojun Chen, Philippe Toint, Hong Wang
An adaptive regularization algorithm using high-order models is proposed for partially separable convexly constrained nonlinear optimization problems whose objective function conta…
A cone restriction estimate using polynomial partitioning
Yumeng Ou, Hong Wang
We obtain improved Fourier restriction estimate for the truncated cone using the method of polynomial partitioning in dimension , which in particular solves the cone restr…
Evolving Boxes for Fast Vehicle Detection
Li Wang, Yao Lu, Hong Wang +3
We perform fast vehicle detection from traffic surveillance cameras. A novel deep learning framework, namely Evolving Boxes, is developed that proposes and refines the object boxes…
Ultra-broadband On-chip Twisted Light Emitter
Zhenwei Xie, Ting Lei, Fan Li +7
On-chip twisted light emitters are essential components for orbital angular momentum (OAM) communication devices, which could address the growing demand for high-capacity communica…