GitHub

Optimizing Deep Learning Models for Wearable Devices with Pruning and Knowledge Distillation

Wearable devices, such as smartwatches, fitness trackers, and medical sensors, are revolutionizing healthcare, fitness, and human-computer interaction. However, deploying deep learning models on these ...
GitHub

Multi-aspect Knowledge Distillation with Large Language-Model, CVPRW 2025

Recent advancements in deep learning have significantly improved performance on computer vision tasks. Previous image classification methods primarily modify model architectures or add features, and ...
Geeky Gadgets

Knowledge Distillation : Learn How AI Models Teach Each Other

What if the most powerful artificial intelligence models could teach their smaller, more efficient counterparts everything they know—without sacrificing performance? This isn’t science fiction; it’s ...
IEEE

Knowledge Distillation in Fourier Frequency Domain for Dense Prediction

Abstract: Knowledge distillation has been widely used to enhance student network performance for dense prediction tasks. Most previous knowledge distillation methods focus on valuable regions of the ...
Forbes

Here’s How Big LLMs Teach Smaller AI Models Via Leveraging Knowledge Distillation

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. In today’s column, I examine the rising tendency of employing ...