IEEE

FixGuard: Repairing Backdoored Models via Class-Wise Trigger Recovery and Unlearning

Abstract: Deep neural networks (DNNs) are vulnerable to backdoor attacks, where adversaries manipulate the training data to implant hidden backdoors, causing misclassifications when inputs are ...
GitHub

GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts?

GSM8K-V is a purely visual multi-image mathematical reasoning benchmark that systematically maps each GSM8K math word problem into its visual counterpart to enable a clean, within-item comparison ...
IEEE

Model Attention Expansion for Few-Shot Class-Incremental Learning

Abstract: Few-Shot Class-Incremental Learning (FSCIL) aims at incrementally learning new knowledge from limited training examples without forgetting previous knowledge. However, we observe that ...
Scientific Research Publishing

Li, M.Y. and Muldowney, J.S. (1995) Global Stability for the SEIR Model in Epidemiology. Mathematical Biosciences, 125, 155-164.

ABSTRACT: Infectious diseases such as bacterial, viral, fungal and parasitic diseases continue to have a significant impact on global health. Hence, knowledge on how infection spread, population ...
Scientific Research Publishing

Li, M.Y., Graef, J.R., Wang, L. and Karsai, J. (1999) Global Dynamics of a SEIR Model with Varying Total Population Size. Mathematical Biosciences, 160, 191-213.

ABSTRACT: Infectious diseases such as bacterial, viral, fungal and parasitic diseases continue to have a significant impact on global health. Hence, knowledge on how infection spread, population ...