Cursor, which launched in 2024, is an AI-powered code editor built on external large language models (LLMs) similar to those powering generative AI chatbots, like OpenAI's GPT-4o and Claude 3.7 ...

Dictionary learning algorithms have been successfully applied to a number of signal and image processing problems. In some applications, however, the observed signals may further have a multisubspace ...

For a large number of hidden variables these generative fields take on properties of simple cell receptive fields that classical sparse coding approaches do not reproduce (see Figure 1B). Our results ...

Code accompanying 2020 NeurIps paper by Kion Fallah *, Adam A. Willats *, Ninghao Liu, and Christopher J. Rozell. This library provides code to learn a sparse coding model with different coefficient ...

The sparse coding process is usually the L 1 norm minimization problem, which makes the sparse representation and dictionary learning computationally expensive. To reduce the computational complexity, ...

Online Sparse Dictionary Learning Algorithm This is the Matlab Package for the Online Sparse Dictionary Learning (OSDL) algorithm, presented in: J. Sulam, B. Ophir, M. Zibulevsky and M. Elad, ...