Learn With Jay on MSN

Self-attention in transformers simplified for deep learning

We dive deep into the concept of Self Attention in Transformers! Self attention is a key mechanism that allows models like ...
Scientific Research Publishing

Multimodal Digital Phenotyping for Bipolar Disorder: Robust Mood-State Classification and Early Relapse Risk Monitoring ()

Bipolar Disorder, Digital Phenotyping, Multimodal Learning, Face/Voice/Phone, Mood Classification, Relapse Prediction, T-SNE, Ablation Share and Cite: de Filippis, R. and Al Foysal, A. (2025) ...
VentureBeat

Google’s ‘Nested Learning’ paradigm could solve AI's memory and continual learning problem

Researchers at Google have developed a new AI paradigm aimed at solving one of the biggest limitations in today’s large language models: their inability to learn or update their knowledge after ...
www.cs.cmu.edu

Fall 2024, CMU 10741

Office Hours: The office hours of the instructor, and TAs, will be posted on Piazza. Representation Learning is a course that will cover both the theory and practice of representation learning. Till a ...
eLife

Comprehensive Neural Representations of Naturalistic Stimuli through Multimodal Deep Learning

State Key Laboratory of Cognitive Neuroscience and Learning, and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China The study leverages a multimodal machine learning ...
eLife

Comprehensive Neural Representations of Naturalistic Stimuli through Multimodal Deep Learning

State Key Laboratory of Cognitive Neuroscience and Learning, and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China Comparison of encoding and generalization ...
Oak Ridge National Lab

Mathematical and Numerical Understanding of Neural Networks: From Representation to Learning Dynamics and From Shallow to Deep

In this talk, Dr. Hongkai Zhao will present both mathematical and numerical analysis as well as experiments to study a few basic computational issues in using neural networks to approximate functions: ...
The New York Times

Has America Given Up on Children’s Learning?

Politicians used to care how much students learn. Now, to find a defense of educational excellence, we have to look beyond politics. Credit...Photo illustration by Alex Merto Supported by By Dana ...
IEEE

Cross-Dataset Representation Learning for Unsupervised Deep Clustering in Human Activity Recognition

Abstract: This study introduces a novel representation learning method to enhance unsupervised deep clustering in Human Activity Recognition (HAR). Traditional unsupervised deep clustering methods ...