Search Results for author: Momin Abbas

Found 2 papers, 2 papers with code

Enhancing In-context Learning via Linear Probe Calibration

1 code implementation22 Jan 2024 Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen

However, applying ICL in real cases does not scale with the number of samples, and lacks robustness to different prompt templates and demonstration permutations.

In-Context Learning

Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning

1 code implementation8 Jun 2022 Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen

Model-agnostic meta learning (MAML) is currently one of the dominating approaches for few-shot meta-learning.

Meta-Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.