Search Results for author: Xianglei Xing

Found 5 papers, 2 papers with code

Multi-Ship Tracking by Robust Similarity metric

no code implementations8 Oct 2023 Hongyu Zhao, Gongming Wei, Yang Xiao, Xianglei Xing

The low frame rates and severe image shake caused by wave turbulence in ship datasets often result in minimal, or even zero, Intersection of Union (IoU) between the predicted and detected bounding boxes.

Multi-Object Tracking Object

Inducing Hierarchical Compositional Model by Sparsifying Generator Network

no code implementations CVPR 2020 Xianglei Xing, Tianfu Wu, Song-Chun Zhu, Ying Nian Wu

To realize this AND-OR hierarchy in image synthesis, we learn a generator network that consists of the following two components: (i) Each layer of the hierarchy is represented by an over-complete set of convolutional basis functions.

Image Generation Image Reconstruction

Unsupervised Disentangling of Appearance and Geometry by Deformable Generator Network

2 code implementations CVPR 2019 Xianglei Xing, Tian Han, Ruiqi Gao, Song-Chun Zhu, Ying Nian Wu

We present a deformable generator model to disentangle the appearance and geometric information in purely unsupervised manner.

Transfer Learning

Inducing Sparse Coding and And-Or Grammar from Generator Network

no code implementations20 Jan 2019 Xianglei Xing, Song-Chun Zhu, Ying Nian Wu

We introduce an explainable generative model by applying sparse operation on the feature maps of the generator network.

Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry

2 code implementations16 Jun 2018 Xianglei Xing, Ruiqi Gao, Tian Han, Song-Chun Zhu, Ying Nian Wu

We present a deformable generator model to disentangle the appearance and geometric information for both image and video data in a purely unsupervised manner.

Disentanglement Transfer Learning

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