Dapeng Hu
Orcid: 0000-0001-8381-6678
According to our database1,
Dapeng Hu
authored at least 22 papers
between 2018 and 2024.
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Bibliography
2024
Towards Reliable Model Selection for Unsupervised Domain Adaptation: An Empirical Study and A Certified Baseline.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
PseudoCal: A Source-Free Approach to Unsupervised Uncertainty Calibration in Domain Adaptation.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
Source Data-Absent Unsupervised Domain Adaptation Through Hypothesis Transfer and Labeling Transfer.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE Trans. Image Process., 2021
CoRR, 2021
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Proceedings of the Knowledge Science, Engineering and Management, 2019
2018
Proceedings of the 7th International Conference on Informatics, 2018