Survival training in a safe space—how staged risk helps young predators learn dangerous prey

Adaptation is essential for survival. Across species, it occurs over many generations through evolution and natural selection ...

Reimagining School Through Nature: Lessons From Tennessee Nature Academy

Imagine a school where learning regularly happens beyond classroom walls, with forests, fields, and seasons used as part of the curriculum. It's happening in Nashville.
IEEE

Class-Incremental Learning: A Survey

Abstract: Deep models, e.g., CNNs and Vision Transformers, have achieved impressive achievements in many vision tasks in the closed world. However, novel classes emerge from time to time in our ...
The Hechinger Report

Educators ‘climatize’ their classes to prepare students for work and life on a warming planet

Hofmann’s English 101 class at West Los Angeles College got a complete makeover. She’d signed up to be part of a pilot program for professors interested in infusing their curriculum with lessons about ...
IEEE

Tackling Class Imbalance and Client Heterogeneity for Split Federated Learning in Wireless Networks

Abstract: As the complexity of deep neural networks escalates, traditional federated learning (FL) frameworks increasingly struggle since the training overhead of the full model is costly for resource ...