Sim2Robot - Training Robots for the Real-World with Imperfect Simulators
Explore innovative methods for training robots using imperfect simulators, focusing on navigation and pick-and-place tasks. Learn about leveraging large-scale learning, hierarchical control, and foundation models for real-world deployment.
Federated and Collaborative Learning - Session 1
Explore cutting-edge topics in federated learning, including data valuation, privacy, uncertainty quantification, and scaling to foundation models, presented by leading experts in the field.
Boosting LLMs Performance with Retrieval-Augmented Generation
Enhance LLM performance with RAG: Incorporate external data into prompts, personalize for specialized domains, and keep information current through updatable knowledge libraries.
How Data Can Close the Foundation Model Performance Gap
Explore data-centric development's role in bridging the gap between AI's power and its practical value for companies, focusing on Foundation Models.
Google's Cloud Partner Engineer Chief on AI Ethics - Challenges and Benefits of Foundation Models for Enterprises
Explore challenges and benefits of Foundation Models for enterprises, focusing on inadequacies in current ML pipelines for FM development workflows.
Reducing Recruiting Costs Using Databricks Foundation Models
Explore how Databricks Foundation Models and multi-agent approach streamline technical candidate evaluation, reducing recruiting costs and improving efficiency in the hiring process.
Poseidon: Efficient Foundation Models for PDEs - Tutorial 1
Explore efficient foundation models for PDEs with Poseidon, focusing on innovative techniques and applications in computational science.
Towards Foundation Models for Graphs
Explore cutting-edge research on foundation models for graph data structures, examining their potential applications and implications for AI and machine learning.
AI Foundation Models for Materials Science
Explore AI foundation models' applications in materials science, focusing on advancements and potential breakthroughs in the field.
Training Deep Learning Models in the Cloud - Infrastructure Considerations and Best Practices
Explore deep learning infrastructure considerations for cloud and on-premises deployments, covering scalability, performance optimization, and operational challenges in AI model training.
Leveraging Large Language Models for ETL, Analytics, and Modern Data Stack
Discover how Large Language Models revolutionize data workflows, from ETL processes to analytics automation, with practical insights on implementation challenges and production deployment strategies.
Demystifying AI: Foundation Models and Their Applications - with Tom Chant
Explore AI foundation models with Tom Chant: learn their functionality, applications, and how to leverage them for innovative front-end development projects.
How to Regulate Large Language Models - Lambda Days 2023
Explore the legal and societal risks of large language models, their impact on EU policy debates, and potential regulations for a human-centered AI approach in Europe.
Foundation Models - FSDL 2022
Explore Transformers, Large Language Models, prompt engineering, and innovative applications like CLIP and image generation in this comprehensive overview of foundation models.
Testing Open Source and Offline GPT with H2O.AI
Explore offline, open-source GPT models with h2o.ai. Learn about foundation models, fine-tuning, and comparing h2oGPT to ChatGPT. Discover document grounding and get a glimpse of LLM Studio.
Foundation Models and Generative AI - Future of Generative AI - What are Foundation Models?
Explore foundation models and generative AI with venture capitalist Jon Turow. Learn about industry trends, investment perspectives, and the future implications of this rapidly evolving technology.
Emerging Architectures for Large Language Model Applications - Building a Custom LLM Application
Explore emerging architectures for LLM applications, covering embeddings, vector databases, prompt engineering, and customization techniques to build powerful AI-driven solutions.
MindSpore's Foundation Model Platform - Promoting Ecological Development
Explore MindSpore's platform for foundation models, enabling online experience, fine-tuning, and ecosystem development. Discover free training modules and AI competitions to advance deep learning innovation.
How to Regulate Foundation Models: Beyond the EU AI Act
Exploring governance of large AI models, examining unique features, legal issues, and the EU AI Act's risk-based approach. Expert panel discusses ethical and regulatory challenges.
Exploring Foundation Models - Session 3
Dive into the world of foundation models with experts Anthony Cohn and Yarin Gal, exploring cutting-edge developments and implications in artificial intelligence.
Exploring Foundation Models - Session 1
Dive into foundation models with experts discussing their impact, challenges, and future potential in AI research and applications.