​ A groundbreaking effort by researchers has unveiled a new era in machine learning through their development of Shared Knowledge Lifelong Learning (SKILL). In a recently published paper in Transactions on Machine Learning Research, the researchers have demonstrated how this innovative approach enables AI agents… Read More »USC Researchers Propose a New Shared Knowledge Lifelong Learning (SKILL) Challenge which Deploys a Decentralized Population of LL Agents that Each Sequentially Learn Different Tasks with all Agents Operating Independently and in Parallel Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Researchers at Tel Aviv University propose tuning free dynamic SGD step size formula, called Distance over Gradients (DoG), which only depends upon the empirical quantities with no learning rate parameter. They theoretically show that a slight variation in the DoG formula would lead to… Read More »Tired of Tuning Learning Rates? Meet DoG: A Simple Parameter-Free Optimizer Backed by Solid Theoretical Guarantees Mohammad Arshad Artificial Intelligence Category – MarkTechPost

​ Over the last several years, they have seen a rise in large language models (LLMs) (like GPT4) that are excellent at various tasks, including communication and common sense reasoning. Recent research has looked at how to align pictures and videos with LLM for a… Read More »This AI Paper Proposes to Inject the 3D World into Large Language Models and Introduce a Whole New Family of 3D-LLMs Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ The team led by Professor Hwang Jae-Yoon of the DGIST Department of Electrical Engineering and Computer Science created a deep learning-based ultrasonic hologram generating framework technology that allows for the free configuration of focused ultrasound in real-time based on holograms. In the future, it… Read More »Fast and Accurate Acoustic Hologram Generation Using a Deep Learning-Based Framework Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Research on neural fields, which represent signals by mapping coordinates to their quantities (e.g., scalars or vectors) with neural networks, has exploded recently. This has sparked an increased interest in utilizing this technology to handle a variety of signals, including audio, image, 3D shape,… Read More »This Artificial Intelligence (AI) Paper From South Korea Proposes FFNeRV: A Novel Frame-Wise Video Representation Using Frame-Wise Flow Maps And Multi-Resolution Temporal Grids Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

​ Generative models are becoming the de-facto solution for many challenging tasks in computer science. They represent one of the most promising ways to analyze and synthesize visual data. Stable Diffusion is the best-known generative model for producing beautiful and realistic images from a complex… Read More »Meet Rodin: A Novel Artificial Intelligence (AI) Framework To Generate 3D Digital Avatars From Various Input Sources Daniele Lorenzi Artificial Intelligence Category – MarkTechPost

​ The release of Meta’s new open-source Llama 2 has sparked discussions about large language models (LLMs) use cases. However, accessing and running Llama 2 on local hardware remains a significant barrier for many. To address this issue and democratize access to Llama 2’s power,… Read More »Empowering On-Device AI: Qualcomm and Meta Collaborate with Llama 2 Technology Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Microsoft’s TypeChat library is an attempt to facilitate the creation of type-based natural language interfaces to large language models (LLMs). TypeChat is a GitHub project that aims to bridge the gap between APIs, application schemas, and natural language through TypeScript and generative AI. TypeChat… Read More »Microsoft Releases TypeChat: An AI Library that Makes it Easy to Build Natural Language Interfaces Using Types Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ Today we are excited to announce that Stable Diffusion XL 1.0 (SDXL 1.0) is available for customers through Amazon SageMaker JumpStart. SDXL 1.0 is the latest image generation model from Stability AI. SDXL 1.0 enhancements include native 1024-pixel image generation at a variety of… Read More »Use Stable Diffusion XL with Amazon SageMaker JumpStart in Amazon SageMaker Studio June Won AWS Machine Learning Blog

​ Navigation apps are applications that provide navigational directions in real-time. Most of the available navigation apps can show us the fastest possible traveling route to the designated location but these apps cannot tell us the safest route to our preferred destination.  It is important… Read More »UBC Canada Researchers Introduce A New AI Algorithm That Maps Safest Routes For City Drivers Rachit Ranjan Artificial Intelligence Category – MarkTechPost