Tag: deep learning
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BerLU Activation: Smooth, Efficient Neural Network Function
Discover BerLU, a smooth and efficient activation function using Bernstein polynomials to boost neural network performance and stability.
ANO: Robust Policy Optimization for Deep Reinforcement Learning
Discover ANO, a novel robust policy optimization method enhancing stability and performance in deep reinforcement learning beyond PPO and SPO.
TumorXAI: Explainable Self-Supervised Brain MRI Tumor AI
TumorXAI uses self-supervised learning and explainable AI to improve brain MRI tumor classification without large labeled datasets.
BadSNN: Backdoor Attacks on Spiking Neural Networks
Discover BadSNN, a novel backdoor attack targeting Spiking Neural Networks by exploiting adversarial spiking neurons and hyperparameter manipulation.
TimesNet-Gen: Deep Learning for Site-Specific Strong Motion
Discover TimesNet-Gen, a deep learning model generating accurate site-specific strong ground motion for improved earthquake risk assessment.