Duc Tam Nguyen

According to our database, Duc Tam Nguyen authored at least 10 papers between 2017 and 2021.

Collaborative distances:

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

2021

Explicitly Modeled Attention Maps for Image Classification.

Andong Tan, Duc Tam Nguyen, Maximilian Dax, Matthias Nießner, Thomas Brox

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Robust deep learning for computer vision to counteract data scarcity and label noise.

Duc Tam Nguyen

PhD thesis, 2020

SELF: Learning to Filter Noisy Labels with Self-Ensembling.

Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Pseudo-probabilistic block ciphers and their randomization.

Nikolay Andreevich Moldovyan, Alexander Andreevich Moldovyan, Duc Tam Nguyen, Nam Hai Nguyen, Cong Manh Tran, Minh Nguyen Hieu

J. Ambient Intell. Humaniz. Comput., 2019

DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision.

Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox

CoRR, 2019

Robust Learning Under Label Noise With Iterative Noise-Filtering.

Duc Tam Nguyen, Thi-Phuong-Nhung Ngo, Zhongyu Lou, Michael Klar, Laura Beggel, Thomas Brox

CoRR, 2019

DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision.

Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Anomaly Detection With Multiple-Hypotheses Predictions.

Duc Tam Nguyen, Zhongyu Lou, Michael Klar, Thomas Brox

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Consistency-based anomaly detection with adaptive multiple-hypotheses predictions.

Duc Tam Nguyen, Zhongyu Lou, Michael Klar, Thomas Brox

CoRR, 2018

2017

Method for Pseudo-probabilistic Block Encryption.

Nikolay Andreevich Moldovyan, Alexander Andreevich Moldovyan, Duc Tam Nguyen, Hai Nguyen Nam, Minh Nguyen Hieu

Proceedings of the Industrial Networks and Intelligent Systems, 2017