25 citations · 54 across the 14 of their papers we have counts for
14 papers
Normal Transformer: Extracting Surface Geometry from LiDAR Points Enhanced by Visual Semantics
Ancheng Lin, Jun Li, Yusheng Xiang +2
High-quality surface normal can help improve geometry estimation in problems faced by autonomous vehicles, such as collision avoidance and occlusion inference. While a considerable…
Anderson Acceleration for Nonsmooth Fixed Point Problems
Wei Bian, Xiaojun Chen
We give new convergence results of Anderson acceleration for the composite fixed point problem. We prove that Anderson(1) and EDIIS(1) are q-linear convergent with a smaller…
Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation
Wanyu Xu, Zengmao Wang, Wei Bian
Pseudo-labelling is a popular technique in unsuper-vised domain adaptation for semantic segmentation. However, pseudo labels are noisy and inevitably have confirmation bias due to…
Fast inertial dynamic algorithm with smoothing method for nonsmooth convex optimization
Xin Qu, Wei Bian
In order to solve the minimization of a nonsmooth convex function, we design an inertial second-order dynamic algorithm, which is obtained by approximating the nonsmooth function b…
Accelerated forward-backward method with fast convergence rate for nonsmooth convex optimization beyond differentiability
Wei Bian, Fan Wu
We propose an accelerated forward-backward method with fast convergence rate for finding a minimizer of a decomposable nonsmooth convex function over a closed convex set, and name…
DC algorithms for a class of sparse group regularized optimization problems
Wenjing Li, Wei Bian, Kim-Chuan Toh
In this paper, we consider a class of sparse group regularized optimization problems. Firstly, we give a continuous relaxation model of the considered problem and establis…