Quang Pham

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 27

Top Topics

Incremental Learning

Medical Image Segmentation

Top Venues

Medical Image Anal.

Publications

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
CompeteSMoE - Effective Training of Sparse Mixture of Experts via Competition. CoRR (2024)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
Continual Learning, Fast and Slow. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Zhongzheng Qiao, Quang Pham, Zhen Cao, Hoang H. Le, Ponnuthurai N. Suganthan, Xudong Jiang, Savitha Ramasamy
Class-incremental Learning for Time Series: Benchmark and Evaluation. KDD (2024)
Zhongzheng Qiao, Quang Pham, Zhen Cao, Hoang H. Le, Ponnuthurai N. Suganthan, Xudong Jiang, Savitha Ramasamy
Class-incremental Learning for Time Series: Benchmark and Evaluation. CoRR (2024)
Khoi Minh Nguyen-Duy, Quang Pham, Binh T. Nguyen
Adaptive-saturated RNN: Remember more with less instability. CoRR (2023)
Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
Learning Fast and Slow for Online Time Series Forecasting. ICLR (2023)
Giang Do, Khiem Le, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Bint T. Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi
HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts. CoRR (2023)
Khoi Minh Nguyen-Duy, Quang Pham, Binh T. Nguyen
Adaptive-saturated RNN: Remember more with less instability. Tiny Papers @ ICLR (2023)
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
On the Out of Distribution Robustness of Foundation Models in Medical Image Segmentation. CoRR (2023)
Truong Do, Le Khiem, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Binh Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaoli Li, Steven C. H. Hoi
HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts. EMNLP (2023)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
Continual Learning: Fast and Slow. CoRR (2022)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
Continual Normalization: Rethinking Batch Normalization for Online Continual Learning. CoRR (2022)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
Continual Normalization: Rethinking Batch Normalization for Online Continual Learning. ICLR (2022)
Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
TATL: Task agnostic transfer learning for skin attributes detection. Medical Image Anal. 78 (2022)
Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
Learning Fast and Slow for Online Time Series Forecasting. CoRR (2022)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
DualNet: Continual Learning, Fast and Slow. CoRR (2021)
Quang Pham, Chenghao Liu, Steven C. H. Hoi
DualNet: Continual Learning, Fast and Slow. NeurIPS (2021)
Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag
TATL: Task Agnostic Transfer Learning for Skin Attributes Detection. CoRR (2021)
Hieu Tran, Cuong V. Dinh, Quang Pham, Binh T. Nguyen
An Efficient Transformer-Based Model for Vietnamese Punctuation Prediction. IEA/AIE (2) (2021)
Quang Pham, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
Contextual Transformation Networks for Online Continual Learning. ICLR (2021)
Quang Pham, Marija Stanojevic, Zoran Obradovic
Extracting Entities and Topics from News and Connecting Criminal Records. CoRR (2020)
Quang Pham, Doyen Sahoo, Chenghao Liu, Steven C. H. Hoi
Bilevel Continual Learning. CoRR (2020)
Thuy Pham, Nhu Nguyen, Quang Pham, Han Cao, Binh T. Nguyen
Vietnamese Punctuation Prediction Using Deep Neural Networks. SOFSEM (2020)
Hung Le, Quang Pham, Doyen Sahoo, Steven C. H. Hoi
URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection. CoRR (2018)
Doyen Sahoo, Quang Pham, Jing Lu, Steven C. H. Hoi
Online Deep Learning: Learning Deep Neural Networks on the Fly. IJCAI (2018)
Thai Van Phat, Dang Xuan Tien, Quang Pham, Nguyen Pham, Binh T. Nguyen
Vietnamese food recognition using convolutional neural networks. KSE (2017)
Doyen Sahoo, Quang Pham, Jing Lu, Steven C. H. Hoi
Online Deep Learning: Learning Deep Neural Networks on the Fly. CoRR (2017)
Jean-Charles Bazin, Soonkee Chung, Roger Blanco Ribera, Quang Pham, Inso Kweon
Virtual face sculpting. SIGGRAPH Posters (2010)