publications

https://scholar.google.com/citations?user=WHviN4AAAAAJ&hl=vi&oi=ao

2024

  1. How to Enrich Cross-domain Representations? Data Augmentation, Cycle-pseudo Labeling, and Category-aware Graph Learning
    Ba Hung Ngo, Doanh C. Bui, and Tae Jong Choi
    Under review, 2024
  2. CLEAR: Cross-Transformers with Pre-trained Language Model for Person Attribute Recognition and Retrieval
    Doanh C. Bui, Thinh V. Le, Ba Hung Ngo, and Tae Jong Choi
    Under review, 2024
  3. HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation
    Ba Hung Ngo*, Doanh C. Bui*, Nhat-Tuong Do-Tran, and Tae Jong Choi
    In 39th Annual AAAI Conference on Artificial Intelligence (AAAI) (Accepted), 2024
  4. MECFormer: Multi-task Whole Slide Image Classification with Expert Consultation Network
    Doanh C. Bui, and Jin Tae Kwak
    In 17th Asian Conference on Computer Vision (ACCV) (Accepted), 2024
  5. Transformer with Multi-level Grid Features and Depth Pooling for Image Captioning
    Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen
    Machine Vision and Applications, Aug 2024
  6. Spatially-constrained and -unconstrained bi-graph interaction network for multi-organ pathology image classification
    Doanh C. Bui, Boram Song, Kyungeun Kim, and Jin Tae Kwak
    IEEE Transactions on Medical Imaging, Aug 2024
  7. QuIIL at T3 Challenge: Towards Automation in Life-Saving Intervention Procedures from First-Person View
    Trinh T. L. Vuong, Doanh C. Bui, and Jin Tae Kwak
    In AI for Brain Lesion Detection and Trauma Video Action Recognition, Aug 2024
  8. FALFormer: Feature-Aware Landmarks Self-attention for Whole-Slide Image Classification
    Doanh C. Bui, Trinh Thi Le Vuong, and Jin Tae Kwak
    In Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, Aug 2024
  9. Efficient semantic segmentation for computational pathology
    Doanh C. Bui, Changsu Kim, and Jin Tae Kwak
    In Medical Imaging 2024: Digital and Computational Pathology, Aug 2024
  10. DAX-Net: A dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images
    Doanh C. Bui, Boram Song, Kyungeun Kim, and Jin Tae Kwak
    Computer Methods and Programs in Biomedicine, Aug 2024
  11. Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos
    Tung Minh Tran, Doanh C. Bui, Tam V. Nguyen, and Khang Nguyen
    IEEE Transactions on Circuits and Systems for Video Technology, Aug 2024
  12. C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition
    Doanh C. Bui, Thinh V. Le, and Ba Hung Ngo
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, Jan 2024

2023

  1. Improving human–object interaction with auxiliary semantic information and enhanced instance representation
    Khang Nguyen, Thinh V Le, Huyen Ngoc N Van, and Doanh C Bui
    Pattern Recognition Letters, Jan 2023

2022

  1. Vi-DRSNet: A Novel Hybrid Model for Vietnamese Image Captioning in Healthcare Domain
    Doanh C. Bui, Nghia Hieu Nguyen, Nguyen D. Vo, Uyen Han Thuy Thai, and Khang Nguyen
    Jan 2022
  2. Empirical Study of RepPoints Representation for Object Detection in Aerial Images
    Thinh V. Le, Huyen Ngoc N. Van, Doanh C. Bui, Phuong Vo, Nguyen D. Vo, and 1 more author
    Jan 2022
  3. EAES: Effective Augmented Embedding Spaces for Text-Based Image Captioning
    Khang Nguyen, Doanh C. Bui, Truc Trinh, and Nguyen D. Vo
    IEEE Access, Jan 2022
  4. Analysis of the Influence of De-hazing Methods on Vehicle Detection in Aerial Images
    Khang Nguyen, Phuc Nguyen, Doanh C. Bui, Minh Tran, and Nguyen D. Vo
    International Journal of Advanced Computer Science and Applications, Jan 2022

2021

  1. MC-OCR Challenge 2021: Deep Learning Approach for Vietnamese Receipts OCR
    Doanh C. Bui, Dung Truong, Nguyen D. Vo, and Khang Nguyen
    Jan 2021