2 papers
cs.LG2026
Auto-Regressive Masked Diffusion Models
Mahdi Karami, Ali Ghodsi
Masked diffusion models (MDMs) have emerged as a promising approach for language modeling, yet they face a performance gap compared to autoregressive models (ARMs) and require more…
cs.LG2025
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling
Mahdi Karami, Ali Ghodsi
In the rapidly evolving field of deep learning, the demand for models that are both expressive and computationally efficient has never been more critical. This paper introduces Orc…