Association for Computing Machinery (ACM) Courses

Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound

Explore automatic COVID-19 diagnosis using crowdsourced respiratory sounds. Learn about data collection, symptom correlation, and detection techniques in this cutting-edge research presentation.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Effective Transfer Learning for Identifying Similar Questions - Matching User Questions to COVID-19 FAQs

Learn effective transfer learning techniques for matching user questions to COVID-19 FAQs, exploring domain and task similarity, error analysis, and practical applications in automated FAQ systems.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Simulating the Impact of Hospital Capacity and Social Isolation to Minimize the Propagation of Infectious Diseases

Explore simulation models for infectious disease spread, examining hospital capacity and social isolation impacts. Learn strategies to minimize propagation through agent-based modeling and experimental analysis.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Machine Learning and the Earth David Hall

Explore machine learning's potential in addressing urgent global challenges like climate change, with insights on strategies, risks, and implications for various fields.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Graph Mining Hamilton

Learn graph representation techniques for node classification, link prediction, and graph classification. Explore deep learning on graphs, GNNs, and their applications in drug repurposing and recommender systems.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

KDD2020 - Transfer Learning Joshi

Explore transfer learning via pre-training, focusing on BERT, span-based efficient pre-training, and ROBERTA. Discover advancements in contextualized representations and future directions in few-shot learning and non-parametric memories.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Transfer Learning Larochelle

Transfer learning techniques for deep learning, including few-shot learning, fine-tuning, and universal representations, with a focus on addressing limited labeled data challenges.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

AI- From Algorithms to Ethics - ACM WomENcourage 2020

Explores gender fairness in AI, highlighting biases in data and algorithms. Emphasizes transparency and explainability for trustworthy AI development. Discusses case studies and proposes solutions for gender-neutral machine learning.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

SCDetector - Software Functional Clone Detection Based on Semantic Tokens Analysis

Explore SCDetector: an innovative approach to software functional clone detection using semantic tokens analysis, enhancing accuracy and efficiency in identifying similar code functionality.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Patching as Translation: The Data and the Metaphor

Explore neural machine translation for code patching, examining data collection, task design, and architectural approaches to improve automated bug fixing in software development.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Just-In-Time Reactive Synthesis

Explore just-in-time reactive synthesis for efficient system design. Learn about the JITS approach, its advantages over static methods, and practical applications in software engineering.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

SIGCOMM 2020 - Caching with Delayed Hits

Explore caching strategies with delayed hits, examining their impact on aggregate delay and performance through experimental results and in-depth analysis.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

SIGCOMM 2020 - A Low Latency and Consistent Cellular Control Plane

Explore innovative solutions for low latency and consistent cellular control planes, addressing challenges in mobile networks and improving user experience.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

SIGCOMM 2020: 1RMA: Re-envisioning Remote Memory Access for Multi-Tenant Datacenters

Explore innovative remote memory access for multi-tenant datacenters, addressing RDMA challenges through connection-free operations, finite resource pools, and enhanced security features.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

SIGCOMM 2020 - An Open Platform to Teach How the Internet Practically Works

Explore an innovative platform for teaching Internet functionality through hands-on experience, covering topology, connectivity, and practical networking concepts.

• YouTube
• 21 minutes
• Self-Paced
• Free Video