3 papers
cs.CV2025
MMAP: A Multi-Magnification and Prototype-Aware Architecture for Predicting Spatial Gene Expression
Hai Dang Nguyen, Nguyen Dang Huy Pham, The Minh Duc Nguyen +3
Spatial Transcriptomics (ST) enables the measurement of gene expression while preserving spatial information, offering critical insights into tissue architecture and disease pathol…
cs.CV2025
Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation
Huu Tien Nguyen, Dac Thai Nguyen, The Minh Duc Nguyen +11
Vision-Language Foundation Models (VLMs), trained on large-scale multimodal datasets, have driven significant advances in Artificial Intelligence (AI) by enabling rich cross-modal…
cs.CV2021
Multi-Domain Image-to-Image Translation with Adaptive Inference Graph
The-Phuc Nguyen, Stéphane Lathuilière, Elisa Ricci
In this work, we address the problem of multi-domain image-to-image translation with particular attention paid to computational cost. In particular, current state of the art models…