Search Results for author: Fan Wei

Found 5 papers, 1 papers with code

Computer Analysis of Architecture Using Automatic Image Understanding

no code implementations13 Jul 2018 Fan Wei, Yuan Li, Lior Shamir

Here we show that computer analysis of building images can perform quantitative analysis of architecture, and quantify similarities between city architectural styles in a quantitative fashion.

Graph Edge Partitioning via Neighborhood Heuristic

1 code implementation13 Aug 2017 Chenzi Zhang, Fan Wei, Qin Liu, Zhihao Gavin Tang, Zhenguo Li

We provide a worst-case upper bound of replication factor for our heuristic on general graphs.

Self-Paced Multi-Task Learning

no code implementations6 Apr 2016 Changsheng Li, Junchi Yan, Fan Wei, Weishan Dong, Qingshan Liu, Hongyuan Zha

In this paper, we propose a novel multi-task learning (MTL) framework, called Self-Paced Multi-Task Learning (SPMTL).

Multi-Task Learning

A Self-Paced Regularization Framework for Multi-Label Learning

no code implementations22 Mar 2016 Changsheng Li, Fan Wei, Junchi Yan, Weishan Dong, Qingshan Liu, Xiao-Yu Zhang, Hongyuan Zha

In this paper, we propose a novel multi-label learning framework, called Multi-Label Self-Paced Learning (MLSPL), in an attempt to incorporate the self-paced learning strategy into multi-label learning regime.

Multi-Label Learning

Dynamic Structure Embedded Online Multiple-Output Regression for Stream Data

no code implementations18 Dec 2014 Changsheng Li, Fan Wei, Weishan Dong, Qingshan Liu, Xiangfeng Wang, Xin Zhang

MORES can \emph{dynamically} learn the structure of the coefficients change in each update step to facilitate the model's continuous refinement.

regression

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