Quang Pham

According to our database, Quang Pham authored at least 20 papers between 2010 and 2024.

Collaborative distances:

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

2024

Continual Learning, Fast and Slow.

Quang Pham, Chenghao Liu, Steven C. H. Hoi

IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition.

Quang Pham, Giang Do, Huy Nguyen, TrungTin Nguyen, Chenghao Liu, Mina Sartipi, Binh T. Nguyen, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi, Nhat Ho

CoRR, 2024

Class-incremental Learning for Time Series: Benchmark and Evaluation.

Zhongzheng Qiao, Quang Pham, Zhen Cao, Hoang H. Le, Ponnuthurai N. Suganthan, Xudong Jiang, Savitha Ramasamy

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts.

Giang Do, Khiem Le, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Bint T. Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi

CoRR, 2023

On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation.

Duy Minh Ho Nguyen, Tan Ngoc Pham, Nghiem Tuong Diep, Nghi Quoc Phan, Quang Pham, Vinh Tong, Binh T. Nguyen, Ngan Hoang Le, Nhat Ho, Pengtao Xie, Daniel Sonntag, Mathias Niepert

CoRR, 2023

Learning Fast and Slow for Online Time Series Forecasting.

Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Adaptive-saturated RNN: Remember more with less instability.

Khoi Minh Nguyen-Duy, Quang Pham, Binh T. Nguyen

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts.

Truong Do, Le Khiem, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Binh Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

TATL: Task agnostic transfer learning for skin attributes detection.

Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag

Medical Image Anal., 2022

Continual Normalization: Rethinking Batch Normalization for Online Continual Learning.

Quang Pham, Chenghao Liu, Steven C. H. Hoi

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

DualNet: Continual Learning, Fast and Slow.

Quang Pham, Chenghao Liu, Steven C. H. Hoi

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

An Efficient Transformer-Based Model for Vietnamese Punctuation Prediction.

Hieu Tran, Cuong V. Dinh, Quang Pham, Binh T. Nguyen

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

Contextual Transformation Networks for Online Continual Learning.

Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Bilevel Continual Learning.

Quang Pham, Doyen Sahoo, Chenghao Liu, Steven C. H. Hoi

CoRR, 2020

Extracting Entities and Topics from News and Connecting Criminal Records.

Quang Pham, Marija Stanojevic, Zoran Obradovic

CoRR, 2020

Vietnamese Punctuation Prediction Using Deep Neural Networks.

Thuy Pham, Nhu Nguyen, Quang Pham, Han Cao, Binh T. Nguyen

Proceedings of the SOFSEM 2020: Theory and Practice of Computer Science, 2020

2018

URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection.

Hung Le, Quang Pham, Doyen Sahoo, Steven C. H. Hoi

CoRR, 2018

Online Deep Learning: Learning Deep Neural Networks on the Fly.

Doyen Sahoo, Quang Pham, Jing Lu, Steven C. H. Hoi

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Vietnamese food recognition using convolutional neural networks.

Thai Van Phat, Dang Xuan Tien, Quang Pham, Nguyen Pham, Binh T. Nguyen

Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

2010

Virtual face sculpting.

Jean-Charles Bazin, Soonkee Chung, Roger Blanco Ribera, Quang Pham, Inso Kweon

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2010