The "heartbreaking" decision on the stalled sign language GCSE

There were celebrations last year when a GCSE in British Sign Language was approved...but a few months have passed and no ...
IEEE

A Survey on Mixture of Experts in Large Language Models

Abstract: Large language models (LLMs) have garnered unprecedented advancements across diverse fields, ranging from natural language processing to computer vision and beyond. The prowess of LLMs is ...
Microsoft

Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners

Traditional multi-task learning (MTL) methods use dense networks that use the same set of shared weights across several different tasks. This often creates interference where two or more tasks compete ...
IEEE

Deep Generative Mixture Model for Robust Imbalance Classification

Abstract: Discovering hidden pattern from imbalanced data is a critical issue in various real-world applications. Existing classification methods usually suffer from the limitation of data especially ...