2 papers
cs.LG2025
PrismSSL: One Interface, Many Modalities; A Single-Interface Library for Multimodal Self-Supervised Learning
Melika Shirian, Kianoosh Vadaei, Kian Majlessi +4
We present PrismSSL, a Python library that unifies state-of-the-art self-supervised learning (SSL) methods across audio, vision, graphs, and cross-modal settings in a single, modul…
cs.LG2024
FORML: A Riemannian Hessian-free Method for Meta-learning on Stiefel Manifolds
Hadi Tabealhojeh, Soumava Kumar Roy, Peyman Adibi +1
Meta-learning problem is usually formulated as a bi-level optimization in which the task-specific and the meta-parameters are updated in the inner and outer loops of optimization,…