Explore the complex yet effective Hierarchical Navigable Small World (HNSW) approach for fast nearest neighbour search. Journey through the history and intricacies of HNSW to understand its high-speed, high-recall capabilities.
Machine learning pitfalls: overfitting, misleading data, hidden variables. Examples include failed Covid prediction models and water quality system. REFORMS checklist introduced to prevent errors in ML-based science.
Filmmaker Tyler Perry halts $800 million studio expansion due to AI video generator Sora's capabilities. OpenAI's Sora stuns with text-to-video synthesis, surpassing other AI models.
Article highlights deploying ML models in the cloud, combining CS and DS fields, and overcoming memory limitations in model deployment. Key technologies include Detectron2, Django, Docker, Celery, Heroku, and AWS S3.
The Direct Preference Optimization paper introduces a new way to fine-tune foundation models, leading to impressive performance gains with fewer parameters. The method replaces the need for a separate reward model, revolutionizing the way LLMs are optimized.
AI models like STEFANN, SRNet, TextDiffuser, and AnyText are revolutionizing Scene Text Editing, making it easier to modify text in images while preserving aesthetics. Companies like Alibaba and Baidu are actively researching and implementing STE for practical applications like enhancing text recognition systems.
Learn what not to do with statistics in this intriguing report by Banks and Boothroyd. Discover how spurious correlations can mislead and the dangers of p-hacking.
NVIDIA's GTC 2024 in San Jose promises a crucible of innovation with 900+ sessions and 300 exhibits, featuring industry giants like Amazon, Ford, Pixar, and more. Don't miss the Transforming AI Panel with the original architects of the transformer neural network, plus networking events and cutting-edge exhibits to stay ahead in AI.
Article highlights: 'Matrix Inverse from Scratch Using SVD Decomposition with C# in Microsoft Visual Studio Magazine. Importance in machine learning, SVD algorithm implementation in C# for matrix inverse.'
GeForce NOW celebrates 4th anniversary with new games like Tales of Arise and Nightingale. Access over 1,800 titles, including Cyberpunk 2077 and Assassin's Creed Valhalla, in the cloud for seamless gaming experience.
Google pauses Gemini AI image-synthesis feature due to inaccurate depictions of diversity, sparking controversy and conspiracy theories. Critics accuse Google of rewriting history and discriminating against white people.
Article highlights: OpenUSD & NVIDIA Omniverse transforming 3D workflows for designers. Rhino 3D software now supports OpenUSD export, enhancing CAD capabilities. Artists like Langgner & Schwartz leverage OpenUSD for seamless design processes & research advancements.
Stability AI unveils Stable Diffusion 3, a cutting-edge image-synthesis model promising enhanced quality and accuracy in text generation. The open-weights model family ranges from 800 million to 8 billion parameters, allowing for local deployment on various devices and challenging proprietary models like OpenAI's DALL-E 3.
New NVIDIA Studio Series highlights GeForce RTX 40 Series GPU features & February Studio Driver for seamless content creation. Adobe Premiere Pro's AI-powered Enhance Speech tool improves dialogue quality, 75% faster on GeForce RTX 4090 laptop GPU.
Google introduces Gemma, new open-source AI language models, with 2B and 7B parameters. Gemma models can run locally and are inspired by powerful Gemini models.