7 citations · 11 across the 7 of their papers we have counts for
7 papers
Query-Driven Multimodal Information Extraction from Long Documents
Yikai Gao, Ding Xia, Xi Yang
In domain-specific multimodal long documents, images and text jointly convey complex knowledge that cannot be fully captured by plain text alone. However, existing paradigms like D…
CanvasPic: An Interactive Tool for Freely Generating Facial Images Based on Spatial Layout
Jiafu Wei, Chia-Ming Chang, Xi Yang +1
In real-world usage, existing GAN image generation tools come up short due to their lack of intuitive interfaces and limited flexibility. To overcome these limitations, we develope…
Efficient Human-in-the-loop System for Guiding DNNs Attention
Yi He, Xi Yang, Chia-Ming Chang +2
Attention guidance is an approach to addressing dataset bias in deep learning, where the model relies on incorrect features to make decisions. Focusing on image classification task…
Brain Surface Reconstruction from MRI Images Based on Segmentation Networks Applying Signed Distance Maps
Heng Fang, Xi Yang, Taichi Kin +1
Whole-brain surface extraction is an essential topic in medical imaging systems as it provides neurosurgeons with a broader view of surgical planning and abnormality detection. To…
A Two-step Surface-based 3D Deep Learning Pipeline for Segmentation of Intracranial Aneurysms
Xi Yang, Ding Xia, Taichi Kin +1
The exact shape of intracranial aneurysms is critical in medical diagnosis and surgical planning. While voxel-based deep learning frameworks have been proposed for this segmentatio…
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning
Xi Yang, Ding Xia, Taichi Kin +1
Medicine is an important application area for deep learning models. Research in this field is a combination of medical expertise and data science knowledge. In this paper, instead…