A naukri.com initiative
Arxiv
3d
360
Image Credit: Arxiv
Adaptive Integrated Layered Attention (AILA)
- Adaptive Integrated Layered Attention (AILA) is a neural network architecture that combines dense skip connections with different mechanisms for adaptive feature reuse across network layers.
- AILA has been evaluated on price forecasting, image recognition, and sentiment analysis tasks, achieving comparable performance to strong deep learning baselines.
- Two versions of AILA have been implemented - AILA-Architecture 1 and AILA-Architecture 2, which differ in their connection mechanisms between layers.
- Results show that AILA's adaptive inter-layer connections improve overall performance for various tasks, with reduced training and inference time.
Read Full Article
21 Likes
For uninterrupted reading, download the app