5 papers
Material-informed Gaussian Splatting for 3D World Reconstruction in a Digital Twin
Andy Huynh, João Malheiro Silva, Holger Caesar +1
3D reconstruction for Digital Twins often relies on LiDAR-based methods, which provide accurate geometry but lack the semantics and textures naturally captured by cameras. Traditio…
Orientable triangular embeddings of the complete graphs on 36s vertices from noncyclic current graphs
Avinh Huynh, Timothy Sun
Mark Jungerman's 1975 Ph.D. thesis presents several infinite families of index 2 current graphs that generate triangular embeddings of complete or near-complete graphs. However, th…
A Big Data-empowered System for Real-time Detection of Regional Discriminatory Comments on Vietnamese Social Media
An Nghiep Huynh, Thanh Dat Do, Trong Hop Do
Regional discrimination is a persistent social issue in Vietnam. While existing research has explored hate speech in the Vietnamese language, the specific issue of regional discrim…
Towards Designing Scalable Quantum-Enhanced Generative Networks for Neutrino Physics Experiments with Liquid Argon Time Projection Chambers
Andrea Delgado, Diego Venegas-Vargas, Adam Huynh +1
Generative modeling for high-resolution images in Liquid Argon Time Projection Chambers (LArTPC), used in neutrino physics experiments, presents significant challenges due to the c…
Contrastive ground-level image and remote sensing pre-training improves representation learning for natural world imagery
Andy V. Huynh, Lauren E. Gillespie, Jael Lopez-Saucedo +3
Multimodal image-text contrastive learning has shown that joint representations can be learned across modalities. Here, we show how leveraging multiple views of image data with con…