A5103158102- Multimodal Machine Learning Applications
- Machine Learning and Data Classification
- Anomaly Detection Techniques and Applications
- Domain Adaptation and Few-Shot Learning
Southwest Forestry University
2023-2024
<title>Abstract</title> Optimization algorithms play a fundamental role in training neural networks. The optimizer focuses on the updating weights ofmomentum and velocity learning rates losses, furthermore complexity of quantity updatedparameters are considered. In this paper, RLion(Refined Lion Optimizer) based is denoted with ascaleable factor α arctan operation to denote update rule θt = θt−1 − ηt ( 2π arctan(α ∗ ˆmt ) + λ θt−1). continousmonotonic function its expectation, variation less...
Deep learning is a machine method and it have enabled major progresses in image, natural language process other more various wide fields. Inception classic deep module included Google net has good performance image recognition, classification segmentation. Attention essentially distribution mechanism, with the core idea of highlighting certain important characteristics object. In this paper, we introduced attention mechanism into model. We applied our model on MNIST, CIFAR-10 CIFAR-100...