AI on the Edge: Hardware-Software Co-Design for Graph Analytics and Neural Networks - Session 3
Explore cutting-edge research on hardware-software co-design for AI, including graph analytics, neural networks, object detection, and federated learning.
AI on the Edge: Neuromorphic Computing - Session 2
Explore neuromorphic computing through research on brain-machine interfaces, electronic skin, hippocampal memory prostheses, and retina-inspired circuits.
Diffusion, Probability, and the Age of Creative AI
Explore diffusion models in AI art generation, their information-theoretic foundation, and improvements in density estimation, interpretability, and sampling speed.
Getting AI to Do Things I Can't - Automatically Searching and Explaining Patterns in Text
Explore techniques for leveraging AI in complex NLP tasks, including pattern searching and SQL labeling, while enabling effective human oversight and uncovering unexpected insights.
Cognitive Electronic Warfare: Using AI to Solve EW Problems
Explore AI applications in electronic warfare, including real-time learning and evaluation techniques for enhancing battlefield responsiveness and effectiveness against complex emitters.
Designing and Evaluating Language Models for Human Interaction
Explore language model design and evaluation for human interaction, covering text infilling, collaborative writing analysis, and a new framework for assessing human-AI language interaction.
From NLP to NLU: Why We Need Varied, Comprehensive, and Stratified Knowledge - Neuro-Symbolic AI
Explore the importance of knowledge in AI systems for improved language understanding, addressing challenges in generative AI, and enhancing neuro-symbolic approaches for safer, more explainable AI.
Socially Responsible Machine Learning: Security, Robustness, and Beyond
Explore socially responsible machine learning, focusing on security and robustness. Discover methods to enhance adversarial robustness and address challenges in the era of foundational models.
Scaling Unlocks Emergent Abilities in Language Models
Explore emergent abilities in large language models, including chain-of-thought prompting and instruction finetuning, and their potential impact on AI capabilities.
Population-Based Methods for Single- and Multi-Agent Reinforcement Learning - Lecture
Explore population-based methods for reinforcement learning, including MeanQ for single-agent scenarios and XDO for multi-agent adversarial environments. Gain insights into ensemble techniques and game theory applications.
Should We Teach Machine Learning Systems?
Explore feature engineering and instruction in machine learning to improve AI system output quality and reliability. Contrast with current hands-off learning approaches.
Unlocking Hearts by Locking Models: Solving Echocardiogram Problems Using a Self-Supervised Approach
Explore self-supervised learning for echocardiogram analysis, overcoming labeling challenges. Discover how ALAN concept enables feature extraction for segmentation and classification tasks across multiple datasets.
Finding the Bad Guys with AI - Connecting the Dots in Data
Explore AI-powered data analysis for law enforcement, connecting diverse information sources to uncover hidden links. Learn about Paliscope's innovative software and its real-world applications.
GPT-SW3: The First Large Generative Language Model for Nordic Languages
Explore the development and applications of GPT-SW3, the pioneering large generative language model for Swedish, with insights on data challenges and future directions.
Explaining Stable Diffusion for Machine Learning Engineers
Dive deep into stable diffusion concepts, exploring diffusion models, training processes, text conditioning, and latent diffusion for machine learning engineers.
How to Pin a Document to a Blockchain on Kaleido
Learn to pin documents to a blockchain using Kaleido, addressing enterprise data storage challenges while leveraging blockchain's decentralization and immutability benefits.
Building UTXO-Based Blockchain Privacy Solutions with Custom ZKP Circuits
Explore UTXO-based blockchain privacy solutions using custom ZKP circuits. Learn to balance privacy features with proving time for advanced tokenization and CBDC projects.
Building Blockchain Privacy with Anonymous Zether
Explore Anonymous Zether for blockchain privacy, learn implementation insights, and discover its applications in tokenization and CBDC projects with Kaleido's Head of Protocol.
Managing Digital Assets at Scale: Lessons Learned and What's Next
Overcome hurdles in enterprise asset tokenization. Learn scalable architecture design, multi-chain interoperability, and focusing on business value in web3 development for institutional-scale digital asset management.
Supercharge Web3 Game Development with the Kaleido NFT Platform
Explore Kaleido's NFT Platform for efficient Web3 game development. Learn to connect to EVM chains, launch sidechains, mint NFTs, and create interoperable experiences with simplified user onboarding.
Tokenize Assets at Institutional Scale with Kaleido's Digital Asset Platform
Unlock opportunities in asset tokenization with Kaleido's Digital Asset Platform. Connect to any chain, deploy asset templates, manage smart contracts, generate APIs, and automate governance for institutional-scale solutions.