PyTorch Tutorial for Deep Learning
Explore PyTorch for deep learning: implement neural networks, leverage GPU acceleration, and train convolutional models for digit recognition using efficient coding practices.
Hands-on Workshop on ChatGPT and Large Language Models
Explore NLP, LLMs, and GPT architecture. Build LLM solutions with Hugging Face and master prompt engineering in this hands-on workshop.
Random Matrices and Dynamics of Optimization in Very High Dimensions - Lecture 2
Explorez les dynamiques d'optimisation en très haute dimension et leur application en apprentissage automatique, en mettant l'accent sur les matrices aléatoires et les statistiques résumées.
Random Matrices and Dynamics of Optimization in Very High Dimensions - Lecture 1
Explorez les algorithmes d'optimisation en haute dimension pour l'apprentissage automatique, en mettant l'accent sur la descente de gradient stochastique et les transitions spectrales des matrices aléatoires.
Tekoäly ja terveysdata - Mahdollisuudet ja haasteet terveydenhuollossa
Tutustu tekoälyn mahdollisuuksiin ja haasteisiin terveystietojen hyödyntämisessä. Syvenny asiantuntijoiden keskusteluun datan käytöstä, sääntelystä ja vaikutuksista tutkimukseen sekä terveydenhuoltoon.
ChatGPT in Research
Explore ethical considerations and practical applications of ChatGPT in research with insights from leading experts in AI and data science.
VinAI CVPR 2021 Paper Presentations
Explore cutting-edge computer vision research through live presentations of VinAI's seven accepted papers at the prestigious CVPR 2021 conference.
Deep Learning Advances in Uncertainty and Generative Modeling - Session 1
Explore cutting-edge deep learning research, including Bayesian methods, generative modeling, visual concept programming, conformal regression, and heteroskedastic regression analysis.
Data Compression With Machine Learning
Explore machine learning's role in data compression, covering information theory, neural compression methods, and emerging challenges in probabilistic ML.
Introduction to Artificial Intelligence: Minimax, Alpha-Beta Pruning, and Assignment 3 - Lecture 10
Explore multiplayer game algorithms, including MiniMax, Alpha-Beta pruning, and iterative deepening. Learn implementation techniques and apply concepts to Assignment 3 in this AI lecture.
Introduction to Deep Generative Models
Explore deep generative models, their applications, and underlying principles in this comprehensive introduction by Jes Frellen at the Nordic Probabilistic AI School.
Probabilistic Circuits
Explore probabilistic circuits with Antonio Vergari, covering foundational concepts and advanced applications in AI and machine learning.
Introduction to Probabilistic Models - Probabilistic AI School
Explore probabilistic models, their applications, and fundamental concepts in this comprehensive introduction by Silja Renooij at the Nordic Probabilistic AI School.
Deep Generative Models 1 - Lecture
Explore deep generative models with experts, covering fundamental concepts and advanced techniques in probabilistic AI. Gain insights into cutting-edge research and applications.
MemoVis - Creating Companion Reference Images for 3D Design Feedback Using GenAI
Discover how MemoVis leverages GenAI to revolutionize 3D design feedback through automated companion reference image generation, enhancing visual communication in design workflows.
Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition
Explore advanced techniques for enhancing AI-assisted data analysis through interactive methods and improved verification processes for more accurate analytical outcomes.
User Agency and Visual Properties in AI-Generated Images
Explore how visual elements in AI-generated images impact users' sense of agency and attribution of creative authorship in digital art creation.
RadarHand - A Wrist-Worn Radar for On-Skin Touch Based Proprioceptive Gestures
Discover groundbreaking wrist-worn radar technology that enables touch-based gestures on skin surfaces, revolutionizing human-computer interaction through proprioceptive sensing capabilities.
StyleFactory - Better Style Alignment in Image Creation Through Style-Strength-Based Control
Explore innovative techniques for controlling style alignment in AI image generation through advanced style-strength methodologies and enhanced user interface controls.
EyeFormer - Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning
Dive into advanced eye-tracking prediction using transformer-guided reinforcement learning to understand and model personalized visual attention patterns and scanpaths.
Monitoring and Steering Conversational LLM Agents in Data Analysis with On-the-Fly Code Visualization
Explore innovative techniques for monitoring and guiding LLM agents during data analysis through real-time code visualization and conversational steering methods.