University of Central Florida

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University of Central Florida
Geo-localization Framework for Real-world Scenarios - Defense Presentation

Explore advanced geo-localization techniques using vision transformers and novel loss functions for improved accuracy in real-worl...

Free Computer Science Advanced English 39 minutes
Open
University of Central Florida
Spatio-Temporal Learning from Limited Labels for Video Action Detection

Explore spatio-temporal learning techniques for video action detection with limited labels, focusing on semi-supervised methods an...

Free Computer Science Advanced English 29 minutes
Open
University of Central Florida
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning

Learn domain-adaptive meta-learning for one-shot imitation, enabling robots to quickly learn new tasks by observing human demonstr...

Free Computer Science Advanced English 30 minutes
Open
University of Central Florida
Trustworthy and Continually Adaptable Multimodal AI Systems

Explore the development of trustworthy multimodal AI systems that can adapt continuously, presented by Jaehong Yoon from UNC Chape...

Free Computer Science Advanced English 1 hour 20 minutes
Open
University of Central Florida
Imagen: Text-to-Image Generation Using Diffusion Models - Lecture 9

Explore Imagen, a text-to-image diffusion model, covering its architecture, efficiency improvements, and key techniques like thres...

Free Computer Science Advanced English 29 minutes
Open
University of Central Florida
DreamBooth: Personalized Text-to-Image Generation - Lecture 10

Explore DreamBooth's innovative approach to AI-generated imagery, including unique identifiers, recontextualization, and artistic...

Free Computer Science Advanced English 30 minutes
Open
University of Central Florida
Facial Recognition: Eigenvectors and Covariance Matrices - Lecture 14

Explore facial recognition technology, from simple approaches to advanced techniques using eigenvectors and covariance matrices. L...

Free Computer Science Intermediate English 1 hour 22 minutes
Open
University of Central Florida
Pyramids in Image Processing - Lecture 5

Explore image pyramids, including Gaussian and Laplacian types, their applications in image processing, and techniques like reduct...

Free Computer Science Intermediate English 57 minutes
Open
University of Central Florida
Interest Point Detection in Computer Vision - Lecture 4

Explore interest point detection techniques, including Harris Corner Detector and auto-correlation, with applications in computer...

Free Computer Science Intermediate English 1 hour 2 minutes
Open
University of Central Florida
Filtering in Computer Vision - Lecture 2

Learn about image filtering techniques, including noise reduction, derivatives, convolution, and Gaussian filters. Explore practic...

Free Computer Science Intermediate English 1 hour 3 minutes
Open
University of Central Florida
Live Repetition Counting - CNN Architecture and System for Online Motion Detection

Learn techniques for real-time repetition counting in video, including CNN architecture, counter integration, and online mode coun...

Free Computer Science Intermediate English 29 minutes
Open
University of Central Florida
Textual Explanation for Self-Driving Vehicles

Explore self-driving vehicle technology through an explainable driving model, focusing on network architecture, preprocessing, and...

Free Computer Science Intermediate English 28 minutes
Open