2 citations · 2 across the 3 of their papers we have counts for
3 papers
WaLRUS: Wavelets for Long-range Representation Using SSMs
Hossein Babaei, Mel White, Sina Alemohammad +1
State-Space Models (SSMs) have proven to be powerful tools for modeling long-range dependencies in sequential data. While the recent method known as HiPPO has demonstrated strong p…
SaFARi: State-Space Models for Frame-Agnostic Representation
Hossein Babaei, Mel White, Sina Alemohammad +1
State-Space Models (SSMs) have re-emerged as a powerful tool for online function approximation, and as the backbone of machine learning models for long-range dependent data. Howeve…
Self-Improving Diffusion Models with Synthetic Data
Sina Alemohammad, Ahmed Imtiaz Humayun, Shruti Agarwal +2
The artificial intelligence (AI) world is running out of real data for training increasingly large generative models, resulting in accelerating pressure to train on synthetic data.…