Chuanxing Geng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Recognition Accuracy

Hierarchical Dirichlet Process

Image Recognition

Semantically Relevant

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Pattern Recognit.

IEEE Trans. Image Process.

Publications

Haifeng Yang, Chuanxing Geng, Pong C. Yuen, Songcan Chen
Dynamic Against Dynamic: An Open-set Self-learning Framework. CoRR (2024)
Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen
All Beings Are Equal in Open Set Recognition. AAAI (2024)
Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen
All Beings Are Equal in Open Set Recognition. CoRR (2024)
Aiyang Han, Chuanxing Geng, Songcan Chen
Universum-Inspired Supervised Contrastive Learning. IEEE Trans. Image Process. 32 (2023)
Chuanxing Geng, Songcan Chen
Multiplane Convex Proximal Support Vector Machine. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Xinrui Wang, Wenhai Wan, Chuanxing Geng, Shaoyuan Li, Songcan Chen
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends. CoRR (2023)
Chuanxing Geng, Songcan Chen
Collective Decision for Open Set Recognition (Extended Abstract). ICDE (2023)
Xinrui Wang, Wenhai Wan, Chuanxing Geng, Shaoyuan Li, Songcan Chen
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends. NeurIPS (2023)
Chuanxing Geng, Aiyang Han, Songcan Chen
View-labels Are Indispensable: A Multifacet Complementarity Study of Multi-view Clustering. CoRR (2022)
Enhao Zhang, Chuanxing Geng, Songcan Chen
Class-Aware Universum Inspired Re-Balance Learning for Long-Tailed Recognition. CoRR (2022)
Chuanxing Geng, Songcan Chen
Collective Decision for Open Set Recognition. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Songcan Chen, Chuanxing Geng
A comprehensive perspective of contrastive self-supervised learning. Frontiers Comput. Sci. 15 (4) (2021)
Chuanxing Geng, Sheng-Jun Huang, Songcan Chen
Recent Advances in Open Set Recognition: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 43 (10) (2021)
Chuanxing Geng, Zhenghao Tan, Songcan Chen
A Multi-view Perspective of Self-supervised Learning. CoRR (2020)
Weikai Li, Chuanxing Geng, Songcan Chen
Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection. CoRR (2020)
Chuanxing Geng, Lue Tao, Songcan Chen
Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes. Pattern Recognit. 102 (2020)
Chuanxing Geng, Lue Tao, Songcan Chen
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning. CoRR (2019)
Chuanxing Geng, Songcan Chen
Hierarchical Dirichlet Process-based Open Set Recognition. CoRR (2018)
Chuanxing Geng, Songcan Chen
Metric Learning-Guided Least Squares Classifier Learning. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Chuanxing Geng, Sheng-Jun Huang, Songcan Chen
Recent Advances in Open Set Recognition: A Survey. CoRR (2018)