publications

2026

1. Trung Thanh Nguyen, Yasutomo Kawanishi, Takahiro Komamizu, and Ichiro Ide, "Context-aware and View-consistent Learning for Multi-view Action Recognition," Under Review
2. Junan Chen, Trung Thanh Nguyen, Takahiro Komamizu, and Ichiro Ide, "Grouped Causal Query Adapter for Parameter-Efficient Feature Extraction in Video Captioning," Under Review
3. Hoang Minh Vu, Trung Kien Pham, Thi Ha Chi Nguyen, Hai Dang Nguyen, Dac Thai Nguyen, Mai Hong Son, Thanh Trung Nguyen, Trung Thanh Nguyen, and Phi Le Nguyen, "DiffCAS: Inference-time CT-free Diffusion Model for Physics-aware Multi-slice Attenuation Correction in Cardiac SPECT," Under Review 📩 Corresponding Author

2026

1. Trung Thanh Nguyen, Daniel Lusk, Kilian Gerberding, Janusch Vajna-Jehle, Tuan-Anh Vu, Duc Viet Le, Tu Vo, Phi Le Nguyen, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide, Julian Frey, and Teja Kattenborn, "SelectAnyTree: A Promptable Instance Segmentation Model for 3D Forest LiDAR Point Clouds," Computing Research Repository, arXiv Preprints arXiv
2. Trung Thanh Nguyen, Hai Nguyen-Truong, Tu Vo, Hoang M. Truong, and Tuan-Anh Vu, "Cross4D-JEPA: Dense Cross-modal Correspondence Distillation for 4D Point Cloud Representation Learning," Computing Research Repository, arXiv Preprints arXiv
3. Trung Thanh Nguyen, Tuan-Anh Vu, Duc Viet Le, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide, and Teja Kattenborn, "ForestMamba: Sparse Mamba with Geometry-guided Queries for 3D Forest Point Cloud Segmentation," Computing Research Repository, arXiv Preprints arXiv

2025

1. Dac Thai Nguyen, Huu Tien Nguyen, Trung Thanh Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen, and Thanh Trung Nguyen, "CT to PET Translation with Medical-Knowledge-Guided Diffusion Model," Under Review 📩 Corresponding Author