15 citations · 23 across the 3 of their papers we have counts for
4 papers
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets
Yang Ye, Shihao Ji
As point cloud provides a natural and flexible representation usable in myriad applications (e.g., robotics and self-driving cars), the ability to synthesize point clouds for analy…
M-EBM: Towards Understanding the Manifolds of Energy-Based Models
Xiulong Yang, Shihao Ji
Energy-based models (EBMs) exhibit a variety of desirable properties in predictive tasks, such as generality, simplicity and compositionality. However, training EBMs on high-dimens…
Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model
Xiulong Yang, Sheng-Min Shih, Yinlin Fu +2
Diffusion Denoising Probability Models (DDPM) and Vision Transformer (ViT) have demonstrated significant progress in generative tasks and discriminative tasks, respectively, and th…
Parallelizing Word2Vec in Multi-Core and Many-Core Architectures
Shihao Ji, Nadathur Satish, Sheng Li +1
Word2vec is a widely used algorithm for extracting low-dimensional vector representations of words. State-of-the-art algorithms including those by Mikolov et al. have been parallel…