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OPINION: Learning styles are a myth | Opinion | dailynebraskan.com

Although science supports that each person processes information differently, assigning a student to one style of learning can limit educational growth. ....

Kennedy Lawrence , Learning Styles , Multimodal Learning ,

"Question-Aware Global-Local Video Understanding Network for Audio-Visu" by Zailong Chen, Lei Wang et al.

As a newly emerging task, audio-visual question answering (AVQA) has attracted research attention. Compared with traditional single-modality (e.g., audio or visual) QA tasks, it poses new challenges due to the higher complexity of feature extraction and fusion brought by the multimodal inputs. First, AVQA requires more comprehensive understanding of the scene which involves both audio and visual information; Second, in the presence of more information, feature extraction has to be better connected with a given question; Third, features from different modalities need to be sufficiently correlated and fused. To address this situation, this work proposes a novel framework for multimodal question answering task. It characterises an audiovisual scene at both global and local levels, and within each level, the features from different modalities are well fused. Furthermore, the given question is utilised to guide not only the feature extraction at the local level but also the final fusion of ....

Audio Visual Question Answering , Data Mining , Deep Learning , Feature Extraction , Multimodal Learning , Uestion Answering Information Retrieval , Task Analysis , Video Understanding ,

AI Research Blog - The Transformer Blueprint: A Holistic Guide to the Transformer Neural Network Architecture

A deep dive into Transformer a neural network architecture that was introduced in the famous paper “attention is all you need” in 2017, its applications, impacts, challenges and future directions ....

United States , Dominican Republic , New South Wales , Basil Mustafa , Hesslow Daniel , Dani Yogatama , Vinhq Tran , Tao Qin , Saining Xie , Mishra Gaurav , Huishuai Zhang , Shuai Bai , Sergio Gomez Colmenarejo , Aidann Gomez , Kristina Toutanova , Alaaeldin El Nouby , Michael Laskin , Jacob Andreas , Ivo Danihelka , Soravit Changpinyo , Jacob Devlin , Donald Metzler , Gabriel Barth Maron , Gideon Mann , Colin Raffel , Elvis Saravia ,

The Science Behind Effective Learning: Discussing Cognitive Science Principles

Exploring cognitive science principles for effective learning: attention, memory, active learning, feedback. Enhance your educational experiences. ....

Cognitive Process , Different Types , Term Memory , Optimizing Memory Retention , Distributed Practice , Mnemonic Devices , Between Intrinsic , Germane Cognitive , Cognitive Load , Managing Cognitive Load , Enhance Learning , Organize Information , Irrelevant Distractions , Guided Practice , Active Learning , Multimodal Learning , Appropriate Learning Strategies , Adjusting Learning Strategies , Thinking Skills , Communication Skills , Strategies Such , Retrieval Practice , Spaced Repetition , How Active Learning Promotes Deeper Understanding , Solving Activities , Case Studies ,

New Educause Resource Offers Multimodal Learning Strategies -- Campus Technology

Higher education IT association Educause has released a new resource to help educators and IT leaders navigate changing learning modalities and better serve student needs. Part of the association s Showcase Series, "Online, In-Person, or Hybrid? Yes" pulls together reports, lessons learned, and other materials that align with the corresponding Top 10 IT Issue for 2023. ....

Kathe Pelletier , Showcase Series , Showcase Series , Multimodal Learning , Ducation Information Technology , School Technology , Ampus Technology , Educational Technology ,