Guanyu Yang

According to our database, Guanyu Yang authored at least 12 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Training-Free Open-World Classification with 3D Generative Models.

Xinzhe Xia, Weiguang Zhao, Yuyao Yan, Guanyu Yang, Rui Zhang, Kaizhu Huang, Xi Yang

CoRR, January, 2025

Open-Pose 3D zero-shot learning: Benchmark and challenges.

Weiguang Zhao, Guanyu Yang, Rui Zhang, Chenru Jiang, Chaolong Yang, Yuyao Yan, Amir Hussain, Kaizhu Huang

Neural Networks, 2025

Covariance-Based Space Regularization for Few-Shot Class Incremental Learning.

Yijie Hu, Guanyu Yang, Zhaorui Tan, Xiaowei Huang, Kaizhu Huang, Qiufeng Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Instance-Specific Model Perturbation Improves Generalized Zero-Shot Learning.

Guanyu Yang, Kaizhu Huang, Rui Zhang, Xi Yang

Neural Comput., May, 2024

2023

Rebalanced Zero-Shot Learning.

Zihan Ye, Guanyu Yang, Xiaobo Jin, Youfa Liu, Kaizhu Huang

IEEE Trans. Image Process., 2023

Diff-OP3D: Bridging 2D Diffusion for Open Pose 3D Zero-Shot Classification.

Weiguang Zhao, Guanyu Yang, Chaolong Yang, Chenru Jiang, Yuyao Yan, Rui Zhang, Kaizhu Huang

CoRR, 2023

Generalized W-Net: Arbitrary-Style Chinese Character Synthesization.

Haochuan Jiang, Guanyu Yang, Fei Cheng, Kaizhu Huang

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2023

2022

Learning generalized metrics in zero-shot classification.

Guanyu Yang

PhD thesis, 2022

2021

Coarse-grained generalized zero-shot learning with efficient self-focus mechanism.

Guanyu Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas, Amir Hussain

Neurocomputing, 2021

2020

Inductive Generalized Zero-Shot Learning with Adversarial Relation Network.

Guanyu Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas, Amir Hussain

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2019

Self-focus Deep Embedding Model for Coarse-Grained Zero-Shot Classification.

Guanyu Yang, Kaizhu Huang, Rui Zhang, John Yannis Goulermas, Amir Hussain

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

2018

W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks.

Haochuan Jiang, Guanyu Yang, Kaizhu Huang, Rui Zhang

Proceedings of the Neural Information Processing - 25th International Conference, 2018