Mar 28, 2022 · We devise a coreset selection method for rehearsal-based continual learning. Our method is based on the idea of gradient matching: The gradients ...
We devise a coreset selection method based on the idea of gradient matching: the gradients induced by the coreset should match, as closely as possible, ...
Sep 7, 2024 · Our method is based on the idea of gradient matching: The gradients induced by the coreset should match, as closely as possible, those induced ...
Dec 2, 2021 · We devise a coreset method, based on the idea of gradient matching, that is applicable to non-iid streaming data and can be used to curate a rehearsal memory ...
We devise a coreset selection method based on the idea of gradient matching: the gradients induced by the coreset should match, as closely as possible, ...
We devise a coreset selection method based on the idea of gradient matching: The gradients induced by the coreset should match, as closely as possible ...
Jan 15, 2023 · Connected Papers is a visual tool to help researchers and applied scientists find academic papers relevant to their field of work.
Dec 9, 2021 · We evaluate the method in the context of continual learning, where it can be used to curate a rehearsal memory. Our method performs strong ...
Gradient-matching coresets for continual learning | Request PDF
www.researchgate.net › ... › Gradient
Sep 9, 2024 · We devise a coreset selection method based on the idea of gradient matching: The gradients induced by the coreset should match, ...
Continual learning (CL) aims to develop techniques by which a single model adapts to an increasing number of tasks encountered sequentially, thereby ...