Adaptive Local Basis Functions for Shape Completion

1 code implementation • 17 Jul 2023 • Hui Ying, Tianjia Shao, He Wang, Yin Yang, Kun Zhou

Quantitative and qualitative experiments demonstrate that our method outperforms the state-of-the-art methods in shape completion, detail preservation, generalization to unseen geometries, and computational cost.

Unsupervised Image Generation with Infinite Generative Adversarial Networks

1 code implementation • ICCV 2021 • Hui Ying, He Wang, Tianjia Shao, Yin Yang, Kun Zhou

Image generation has been heavily investigated in computer vision, where one core research challenge is to generate images from arbitrarily complex distributions with little supervision.

Image Generation

EmbedMask: Embedding Coupling for One-stage Instance Segmentation

3 code implementations • 4 Dec 2019 • Hui Ying, Zhaojin Huang, Shu Liu, Tianjia Shao, Kun Zhou

The pixel-level clustering enables EmbedMask to generate high-resolution masks without missing details from repooling, and the existence of proposal embedding simplifies and strengthens the clustering procedure to achieve high speed with higher performance than segmentation-based methods.

Clustering Instance Segmentation +2