Danruo Deng

According to our database, Danruo Deng authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning.

Yang Yu, Danruo Deng, Furui Liu, Qi Dou, Yueming Jin, Guangyong Chen, Pheng-Ann Heng

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

2023

Adaptive Negative Evidential Deep Learning for Open-set Semi-supervised Learning.

Yang Yu, Danruo Deng, Furui Liu, Yueming Jin, Qi Dou, Guangyong Chen, Pheng-Ann Heng

CoRR, 2023

Uncertainty Estimation by Fisher Information-based Evidential Deep Learning.

Danruo Deng, Guangyong Chen, Yang Yu, Furui Liu, Pheng-Ann Heng

Proceedings of the International Conference on Machine Learning, 2023

2022

Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification.

Jinpeng Li, Guangyong Chen, Hangyu Mao, Danruo Deng, Dong Li, Jianye Hao, Qi Dou, Pheng-Ann Heng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning.

Danruo Deng, Guangyong Chen, Jianye Hao, Qiong Wang, Pheng-Ann Heng

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