Popular GitHub Repositories for Sharpness

Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network

[EMNLP22] Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models

The official code of IEEE S&P 2024 paper "Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability". We study how to train surrogates model for boosting transfer attack.

(CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"

Measuring generalization properties of fine-tuning using Hessian

[AAAI 2025] Flexible Sharpness-Aware Personalized Federated Learning

Improving Generalization with Flat Hilbert Bayesian Inference

This project explores the use of a Large Language Model (LLM) to evaluate image sharpness through a paired comparison experiment. The goal is to establish Just Noticeable Difference (JND) levels for sharpness perception