1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2025
Understanding and Improving Length Generalization in Recurrent Models
Ricardo Buitrago Ruiz, Albert Gu
Recently, recurrent models such as state space models and linear attention have become popular due to their linear complexity in the sequence length. Thanks to their recurrent natu…
cs.AI2025
On the Feasibility of Vision-Language Models for Time-Series Classification
Vinay Prithyani, Mohsin Mohammed, Richa Gadgil +3
We build upon time-series classification by leveraging the capabilities of Vision Language Models (VLMs). We find that VLMs produce competitive results after two or less epochs of…
cs.LG2024★ 1 cited
On the Benefits of Memory for Modeling Time-Dependent PDEs
Ricardo Buitrago Ruiz, Tanya Marwah, Albert Gu +1
Data-driven techniques have emerged as a promising alternative to traditional numerical methods for solving PDEs. For time-dependent PDEs, many approaches are Markovian -- the evol…