Chuanxing Geng

According to our database, Chuanxing Geng authored at least 20 papers between 2018 and 2024.

Collaborative distances:

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

2024

Dynamic Learnable Logit Adjustment for Long-Tailed Visual Recognition.

Enhao Zhang, Chuanxing Geng, Chaohua Li, Songcan Chen

IEEE Trans. Circuits Syst. Video Technol., September, 2024

Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning.

Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shaoyuan Li, Songcan Chen

CoRR, 2024

All-around Neural Collapse for Imbalanced Classification.

Enhao Zhang, Chaohua Li, Chuanxing Geng, Songcan Chen

CoRR, 2024

Dynamic against Dynamic: An Open-Set Self-Learning Framework.

Haifeng Yang, Chuanxing Geng, Pong C. Yuen, Songcan Chen

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

All Beings Are Equal in Open Set Recognition.

Chaohua Li, Enhao Zhang, Chuanxing Geng, Songcan Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multiplane Convex Proximal Support Vector Machine.

Chuanxing Geng, Songcan Chen

IEEE Trans. Neural Networks Learn. Syst., August, 2023

Universum-Inspired Supervised Contrastive Learning.

Aiyang Han, Chuanxing Geng, Songcan Chen

IEEE Trans. Image Process., 2023

Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends.

Xinrui Wang, Wenhai Wan, Chuanxing Geng, Shaoyuan Li, Songcan Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Collective Decision for Open Set Recognition (Extended Abstract).

Chuanxing Geng, Songcan Chen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Collective Decision for Open Set Recognition.

Chuanxing Geng, Songcan Chen

IEEE Trans. Knowl. Data Eng., 2022

Class-Aware Universum Inspired Re-Balance Learning for Long-Tailed Recognition.

Enhao Zhang, Chuanxing Geng, Songcan Chen

CoRR, 2022

View-labels Are Indispensable: A Multifacet Complementarity Study of Multi-view Clustering.

Chuanxing Geng, Aiyang Han, Songcan Chen

CoRR, 2022

2021

Recent Advances in Open Set Recognition: A Survey.

Chuanxing Geng, Sheng-Jun Huang, Songcan Chen

IEEE Trans. Pattern Anal. Mach. Intell., 2021

A comprehensive perspective of contrastive self-supervised learning.

Songcan Chen, Chuanxing Geng

Frontiers Comput. Sci., 2021

2020

Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes.

Chuanxing Geng, Lue Tao, Songcan Chen

Pattern Recognit., 2020

Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection.

Weikai Li, Chuanxing Geng, Songcan Chen

CoRR, 2020

A Multi-view Perspective of Self-supervised Learning.

Chuanxing Geng, Zhenghao Tan, Songcan Chen

CoRR, 2020

2019

Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning.

Chuanxing Geng, Lue Tao, Songcan Chen

CoRR, 2019

2018

Metric Learning-Guided Least Squares Classifier Learning.

Chuanxing Geng, Songcan Chen

IEEE Trans. Neural Networks Learn. Syst., 2018

Hierarchical Dirichlet Process-based Open Set Recognition.

Chuanxing Geng, Songcan Chen

CoRR, 2018