Association for Computing Machinery (ACM) Courses

Exemplar Based Experience Transfer

Automatic approach to transfer user content into example banners, using semantic segmentation and energy-based optimization for optimal layout design.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

A Review of User Interface Design for Interactive Machine Learning

Explores user interface design for Interactive Machine Learning, discussing challenges, solutions, and principles for effective non-expert applications in data-driven pattern recognition and development.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

It's Not Just about Accuracy - Metrics That Matter When Modeling Expert Sketching Ability

Explores metrics beyond accuracy for modeling expert sketching ability, discussing features that differentiate expert and novice sketches to improve intelligent tutoring systems for design sketching.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Prediction of Music Pairwise Preferences from Facial Expressions

Innovative approach to predict music preferences using facial expressions, outperforming traditional methods. Explores personality influences and adapts models accordingly, balancing accuracy with privacy considerations.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

What Can AI Do for Me - Evaluating Machine Learning Interpretations in Cooperative Play

Evaluating machine learning interpretations in cooperative play, focusing on improving human performance through AI assistance in a question-answering task. Explores different interpretation methods and their impact.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

On-World Computing

Exploring on-world computing: bridging digital and physical realms through innovative interfaces, projected touchscreens, and augmented reality for seamless interaction with digital content in everyday environments.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

DARPA's Explainable Artificial Intelligence - XAI Program

Explore DARPA's Explainable AI program, its goals, strategies, and applications in machine learning, autonomy, and deep learning. Gain insights into the future of transparent AI systems.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Conference Talk

Welcome OnBoard - An Interactive Large Surface Designed for Teamwork and Flexibility in Surgical Flow Management

Interactive large surface for flexible surgical flow management, supporting teamwork through real-time data, customizable interactions, and collaborative features to enhance efficiency and patient care in operating rooms.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

LeviCursor - Dexterous Interaction with a Levitating Object

Innovative method for controlling levitating particles in 3D with high precision and agility, enabling smooth movement and interactive applications. Includes optimization techniques and user study results.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

Browsing Group First-Person Videos with 3D Visualization

Innovative 3D visualization interface for analyzing group activities from first-person videos, enhancing understanding of spatial relationships and collaborative dynamics in complex workspaces.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Performance Benefits of High-Fidelity Passive Haptic Feedback in Virtual Reality Training

Explores benefits of using real golf clubs for haptic feedback in VR training, showing improved performance and user preference over controllers in a putting task study.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Multiplanes - Assisted Freehand VR Sketching

Innovative VR drawing system combining freehand flexibility with 3D accuracy. Utilizes snapping planes, beautification, and geometric relationships to enhance spatial sketching and overcome depth perception challenges.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

Effects of VE Transition Techniques on Presence, Illusion of Virtual Body Ownership, Efficiency, and Naturalness

Exploring virtual environment transition techniques' impact on presence, body ownership, efficiency, and naturalness in VR, with surprising findings for researchers and game designers.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

IMRCE - A Unity Toolkit for Virtual Co-Presence

Explore IMRCE, a Unity toolkit for creating mixed reality collaborative environments. Learn about its design, implementation, and evaluation for rapid prototyping of virtual co-presence systems.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

Injecting Nonverbal Mimicry with Hybrid Avatar-Agent Technologies - A Naïve Approach

Exploring nonverbal mimicry in virtual interactions using hybrid avatar-agent technology, with insights on its potential impact on communication and social dynamics.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk