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ORCIDDuc Tam Nguyen
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2020 – today
- 2021
[c5]Andong Tan, Duc Tam Nguyen, Maximilian Dax, Matthias Nießner, Thomas Brox:
Explicitly Modeled Attention Maps for Image Classification. AAAI 2021: 9799-9807- 2020
- [b1]Duc Tam Nguyen:
Robust deep learning for computer vision to counteract data scarcity and label noise. University of Freiburg, Freiburg im Breisgau, Germany, 2020 - [c4]Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox:
SELF: Learning to Filter Noisy Labels with Self-Ensembling. ICLR 2020 - [i5]Andong Tan, Duc Tam Nguyen, Maximilian Dax, Matthias Nießner, Thomas Brox:
Explicitly Modeled Attention Maps for Image Classification. CoRR abs/2006.07872 (2020)
2010 – 2019
- 2019
- [j1]Nikolay Andreevich Moldovyan, Alexander Andreevich Moldovyan, Duc Tam Nguyen, Nam Hai Nguyen, Cong Manh Tran
, Minh Nguyen Hieu:
Pseudo-probabilistic block ciphers and their randomization. J. Ambient Intell. Humaniz. Comput. 10(5): 1977-1984 (2019) - [c3]Duc Tam Nguyen, Zhongyu Lou, Michael Klar, Thomas Brox:
Anomaly Detection With Multiple-Hypotheses Predictions. ICML 2019: 4800-4809 - [c2]Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox:
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision. NeurIPS 2019: 204-214 - [i4]Duc Tam Nguyen, Thi-Phuong-Nhung Ngo, Zhongyu Lou, Michael Klar, Laura Beggel, Thomas Brox:
Robust Learning Under Label Noise With Iterative Noise-Filtering. CoRR abs/1906.00216 (2019) - [i3]Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox:
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision. CoRR abs/1909.13055 (2019) - [i2]Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox:
SELF: Learning to Filter Noisy Labels with Self-Ensembling. CoRR abs/1910.01842 (2019) - 2018
- [i1]Duc Tam Nguyen, Zhongyu Lou, Michael Klar, Thomas Brox:
Consistency-based anomaly detection with adaptive multiple-hypotheses predictions. CoRR abs/1810.13292 (2018) - 2017
- [c1]Nikolay Andreevich Moldovyan, Alexander Andreevich Moldovyan, Duc Tam Nguyen, Hai Nguyen Nam, Minh Nguyen Hieu:
Method for Pseudo-probabilistic Block Encryption. INISCOM 2017: 321-331
Coauthor Index
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