Zhen Cheng

Orcid: 0000-0003-0114-7269

Affiliations:

Chinese Academy of Sciences, Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Beijing, China (PhD 2024)

According to our database¹, Zhen Cheng authored at least 16 papers between 2021 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2025

PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2025

Average of Pruning: Improving Performance and Stability of Out-of-Distribution Detection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2025

Breaking the Limits of Reliable Prediction via Generated Data.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., March, 2025

Towards Efficient and General-Purpose Few-Shot Misclassification Detection for Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, March, 2025

Towards trustworthy dataset distillation.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Unified Classification and Rejection: A One-versus-all Framework.

[BibT_eX]

[DOI]

Zhen Cheng

Xu-Yao Zhang

Cheng-Lin Liu

Mach. Intell. Res., October, 2024

Revisiting Confidence Estimation: Towards Reliable Failure Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Enhancing Outlier Knowledge for Few-Shot Out-of-Distribution Detection with Extensible Local Prompts.

[BibT_eX]

[DOI]

CoRR, 2024

Open-world Machine Learning: A Review and New Outlooks.

[BibT_eX]

[DOI]

CoRR, 2024

RCL: Reliable Continual Learning for Unified Failure Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Imitating the oracle: Towards calibrated model for class incremental learning.

[BibT_eX]

[DOI]

Neural Networks, July, 2023

Adversarial training with distribution normalization and margin balance.

[BibT_eX]

[DOI]

Pattern Recognit., April, 2023

OpenMix: Exploring Outlier Samples for Misclassification Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Rethinking Confidence Calibration for Failure Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Class-Incremental Learning via Dual Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Zhen Cheng

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...