1 code implementation • 28 May 2024 • Yunsong Wang, Tianxin Huang, Hanlin Chen, Gim Hee Lee
However, existing generalizable 3D Gaussian Splatting methods are largely confined to narrow-range interpolation between stereo images due to their heavy backbones, thus lacking the ability to accurately localize 3D Gaussian and support free-view synthesis across wide view range.
1 code implementation • 1 Apr 2024 • Yunsong Wang, Hanlin Chen, Gim Hee Lee
Recent advancements in vision-language foundation models have significantly enhanced open-vocabulary 3D scene understanding.
Open Vocabulary Semantic Segmentation Scene Understanding +1
no code implementations • 21 Oct 2022 • Xiangyang Ju, Yunsong Wang, Daniel Murnane, Nicholas Choma, Steven Farrell, Paolo Calafiura
Many artificial intelligence (AI) devices have been developed to accelerate the training and inference of neural networks models.
1 code implementation • ICCV 2021 • Ziwei Wang, Yunsong Wang, Ziyi Wu, Jiwen Lu, Jie zhou
In this paper, we propose an instance similarity learning (ISL) method for unsupervised feature representation.
1 code implementation • 11 Sep 2020 • Charlene Yang, Yunsong Wang, Steven Farrell, Thorsten Kurth, Samuel Williams
This paper presents a practical methodology for collecting performance data necessary to conduct hierarchical Roofline analysis on NVIDIA GPUs.
no code implementations • 9 Sep 2020 • Yunsong Wang, Charlene Yang, Steven Farrell, Yan Zhang, Thorsten Kurth, Samuel Williams
Deep learning applications are usually very compute-intensive and require a long run time for training and inference.