Search Results for author: Peilun Xiao

Found 4 papers, 0 papers with code

Improving Bird's Eye View Semantic Segmentation by Task Decomposition

no code implementations2 Apr 2024 Tianhao Zhao, Yongcan Chen, Yu Wu, Tianyang Liu, Bo Du, Peilun Xiao, Shi Qiu, Hongda Yang, Guozhen Li, Yi Yang, Yutian Lin

In the first stage, we train a BEV autoencoder to reconstruct the BEV segmentation maps given corrupted noisy latent representation, which urges the decoder to learn fundamental knowledge of typical BEV patterns.

Autonomous Driving Bird's-Eye View Semantic Segmentation +2

Hybrid Adaptive Fuzzy Extreme Learning Machine for text classification

no code implementations10 May 2018 Ming Li, Peilun Xiao, Ju Zhang

In traditional ELM and its improved versions suffer from the problems of outliers or noises due to overfitting and imbalance due to distribution.

General Classification text-classification +1

Text classification based on ensemble extreme learning machine

no code implementations10 May 2018 Ming Li, Peilun Xiao, Ju Zhang

In this paper, we propose a novel approach based on cost-sensitive ensemble weighted extreme learning machine; we call this approach AE1-WELM.

General Classification text-classification +1

A WL-SPPIM Semantic Model for Document Classification

no code implementations26 May 2017 Ming Li, Peilun Xiao, Ju Zhang

In this paper, we explore SPPIM-based text classification method, and the experiment reveals that the SPPIM method is equal to or even superior than SGNS method in text classification task on three international and standard text datasets, namely 20newsgroups, Reuters52 and WebKB.

Document Classification General Classification +1

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