Search Results for author: Lili Guo

Found 5 papers, 3 papers with code

Synergistic Deep Graph Clustering Network

2 code implementations22 Jun 2024 Benyu Wu, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu

Employing graph neural networks (GNNs) to learn cohesive and discriminative node representations for clustering has shown promising results in deep graph clustering.

Clustering Graph Clustering +1

TransMatting: Tri-token Equipped Transformer Model for Image Matting

1 code implementation11 Mar 2023 Huanqia Cai, Fanglei Xue, Lele Xu, Lili Guo

However, existing methods perform poorly when faced with highly transparent foreground objects due to the large area of uncertainty to predict and the small receptive field of convolutional networks.

Image Matting Transparent objects

TransMatting: Enhancing Transparent Objects Matting with Transformers

1 code implementation5 Aug 2022 Huanqia Cai, Fanglei Xue, Lele Xu, Lili Guo

Image matting refers to predicting the alpha values of unknown foreground areas from natural images.

Decoder Image Matting +1

When coding meets ranking: A joint framework based on local learning

no code implementations8 Sep 2014 Jim Jing-Yan Wang, Xuefeng Cui, Ge Yu, Lili Guo, Xin Gao

In this paper, we try to answer these questions by developing the first joint sparse coding and ranking score learning algorithm.

Retrieval

Multi-tensor Completion for Estimating Missing Values in Video Data

no code implementations1 Sep 2014 Chao Li, Lili Guo, Andrzej Cichocki

Thus one question raised whether such the relationship can improve the performance of data completion or not?

Missing Values

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