Search Results for author: Qiran Zou

Found 3 papers, 2 papers with code

ParCo: Part-Coordinating Text-to-Motion Synthesis

1 code implementation27 Mar 2024 Qiran Zou, Shangyuan Yuan, Shian Du, Yu Wang, Chang Liu, Yi Xu, Jie Chen, Xiangyang Ji

However, these methods encounter challenges such as the lack of coordination between different part motions and difficulties for networks to understand part concepts.

Motion Synthesis

ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation

1 code implementation25 Nov 2022 Qiran Zou, Yu Yang, Wing Yin Cheung, Chang Liu, Xiangyang Ji

Unsupervised foreground-background segmentation aims at extracting salient objects from cluttered backgrounds, where Generative Adversarial Network (GAN) approaches, especially layered GANs, show great promise.

Generative Adversarial Network Image Generation +4

Learning Foreground-Background Segmentation from Improved Layered GANs

no code implementations1 Apr 2021 Yu Yang, Hakan Bilen, Qiran Zou, Wing Yin Cheung, Xiangyang Ji

Deep learning approaches heavily rely on high-quality human supervision which is nonetheless expensive, time-consuming, and error-prone, especially for image segmentation task.

Generative Adversarial Network Image Segmentation +3

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