Mary Phuong
Graduate School
Lampert Group
6 Publications
2023 | Published | Journal Article | IST-REx-ID: 14446 | 
Jakubík, J., Phuong, M., Chvosteková, M., & Krakovská, A. (2023). Against the flow of time with multi-output models. Measurement Science Review. Sciendo. https://doi.org/10.2478/msr-2023-0023
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2021 | Published | Conference Paper | IST-REx-ID: 9416 |
Bui Thi Mai, Phuong, The inductive bias of ReLU networks on orthogonally separable data. 9th International Conference on Learning Representations. 2021
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2021 | Published | Thesis | IST-REx-ID: 9418 |
Phuong, M. (2021). Underspecification in deep learning. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:9418
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2020 | Published | Conference Paper | IST-REx-ID: 7481 |
Phuong, M., & Lampert, C. (2020). Functional vs. parametric equivalence of ReLU networks. In 8th International Conference on Learning Representations. Online.
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2019 | Published | Conference Paper | IST-REx-ID: 6569 |
Phuong, M., & Lampert, C. (2019). Towards understanding knowledge distillation. In Proceedings of the 36th International Conference on Machine Learning (Vol. 97, pp. 5142–5151). Long Beach, CA, United States: ML Research Press.
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2019 | Published | Conference Paper | IST-REx-ID: 7479 |
Bui Thi Mai, Phuong, Distillation-based training for multi-exit architectures. IEEE International Conference on Computer Vision 2019-October. 2019
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Grants
6 Publications
2023 | Published | Journal Article | IST-REx-ID: 14446 |
Jakubík, J., Phuong, M., Chvosteková, M., & Krakovská, A. (2023). Against the flow of time with multi-output models. Measurement Science Review. Sciendo. https://doi.org/10.2478/msr-2023-0023
[Published Version]
View
| Files available
| DOI
2021 | Published | Conference Paper | IST-REx-ID: 9416 |
Bui Thi Mai, Phuong, The inductive bias of ReLU networks on orthogonally separable data. 9th International Conference on Learning Representations. 2021
[Published Version]
View
| Files available
| Download Published Version (ext.)
2021 | Published | Thesis | IST-REx-ID: 9418 |
Phuong, M. (2021). Underspecification in deep learning. Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:9418
[Published Version]
View
| Files available
| DOI
2020 | Published | Conference Paper | IST-REx-ID: 7481 |
Phuong, M., & Lampert, C. (2020). Functional vs. parametric equivalence of ReLU networks. In 8th International Conference on Learning Representations. Online.
[Published Version]
View
| Files available
2019 | Published | Conference Paper | IST-REx-ID: 6569 |
Phuong, M., & Lampert, C. (2019). Towards understanding knowledge distillation. In Proceedings of the 36th International Conference on Machine Learning (Vol. 97, pp. 5142–5151). Long Beach, CA, United States: ML Research Press.
[Published Version]
View
| Files available
2019 | Published | Conference Paper | IST-REx-ID: 7479 |
Bui Thi Mai, Phuong, Distillation-based training for multi-exit architectures. IEEE International Conference on Computer Vision 2019-October. 2019
[Submitted Version]
View
| Files available
| DOI
| WoS