3 papers
cs.CV2026
Rethinking Text-to-Image as Semantic-Aware Data Augmentation for Indoor Scene Recognition
Trong-Vu Hoang, Quang-Binh Nguyen, Dinh-Khoi Vo +3
In the realm of computer vision, indoor image recognition presents challenges due to the intricate interplay of lighting conditions, occlusions, and diverse object arrangements wit…
cs.CV2026
ShowFlow: From Robust Single Concept to Condition-Free Multi-Concept Generation
Trong-Vu Hoang, Quang-Binh Nguyen, Thanh-Toan Do +3
Customizing image generation remains a core challenge in controllable image synthesis. For single-concept generation, maintaining both identity preservation and prompt alignment is…
cs.CV2025
Automated Image Recognition Framework
Quang-Binh Nguyen, Trong-Vu Hoang, Ngoc-Do Tran +3
While the efficacy of deep learning models heavily relies on data, gathering and annotating data for specific tasks, particularly when addressing novel or sensitive subjects lackin…