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 ...
IEEE

Class-Specific Knowledge-Guided Multimodal Prompt Tuning for Few-Shot Class-Incremental Learning

Abstract: Few-shot class-incremental learning (FSCIL) requires a model to learn the knowledge of new categories incrementally, using only a few samples, after being trained on a base session with ...
Santa Clara University

Global Learning: Summer Study Abroad

SCU’s Global Learning department in Global Engagement offers more than 25 Summer Study Abroad programs in 18 countries across the globe. Summer Study Abroad Programs provide short-term, high-impact ...
YDR

York College's new Lifelong Learning Program offers classes for adults

York College is launching a new Lifelong Learning Program for adults 18 and older. The program will be led by a former manager from Penn State York's Osher Lifelong Learning Institute. Classes will be ...
Seattle Times

Seattle getting more advanced learning programs

Seattle Public Schools is expanding its highly capable programming to two elementary schools — a landmark achievement for a community that has long voiced concerns about uneven distribution of ...