3.7k citations · 6.9k across the 74 of their papers we have counts for
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Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency
Guansong Lu, Zhiming Zhou, Jian Shen +3
Recent advances in large-scale optimal transport have greatly extended its application scenarios in machine learning. However, existing methods either not explicitly learn the tran…
Guiding the One-to-one Mapping in CycleGAN via Optimal Transport
Guansong Lu, Zhiming Zhou, Yuxuan Song +2
CycleGAN is capable of learning a one-to-one mapping between two data distributions without paired examples, achieving the task of unsupervised data translation. However, there is…
Unsupervised Deep Domain Adaptation for Pedestrian Detection
Lihang Liu, Weiyao Lin, Lisheng Wu +2
This paper addresses the problem of unsupervised domain adaptation on the task of pedestrian detection in crowded scenes. First, we utilize an iterative algorithm to iteratively se…
Face Transfer with Generative Adversarial Network
Runze Xu, Zhiming Zhou, Weinan Zhang +1
Face transfer animates the facial performances of the character in the target video by a source actor. Traditional methods are typically based on face modeling. We propose an end-t…
Unsupervised Diverse Colorization via Generative Adversarial Networks
Yun Cao, Zhiming Zhou, Weinan Zhang +1
Colorization of grayscale images has been a hot topic in computer vision. Previous research mainly focuses on producing a colored image to match the original one. However, since ma…
A Latent Clothing Attribute Approach for Human Pose Estimation
Weipeng Zhang, Jie Shen, Guangcan Liu +1
As a fundamental technique that concerns several vision tasks such as image parsing, action recognition and clothing retrieval, human pose estimation (HPE) has been extensively inv…
Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification
Jie Shen, Guangcan Liu, Jia Chen +4
In this paper, we utilize structured learning to simultaneously address two intertwined problems: human pose estimation (HPE) and garment attribute classification (GAC), which are…