Google AI Research Proposes TRICE: A New Machine Learning Algorithm for Tuning LLMs to be Better at Solving Question-Answering Tasks Using Chain-of-Thought (CoT) Prompting
The team of researchers from Google developed a new fine-tuning strategy to address the challenge of generating correct answers using LLMs. The strategy, called chain-of-thought (CoT) fine-tuning, optimizes the average…
Apple AI Research Releases MLX: An Efficient Machine Learning Framework Specifically Designed for Apple Silicon
Over the past few years, there have been significant advancements in Machine Learning (ML), with numerous frameworks and libraries developed to simplify our tasks. Among these innovations, Apple recently launched…
Meet PyPose: A PyTorch-based Robotics-Oriented Library that Provides a Set of Tools and Algorithms for Connecting Deep Learning with Physics-based Optimization
Deep learning is finding its utility in all aspects of life. Its applications span diverse fields, from image and speech recognition to medical diagnosis and autonomous vehicles, showcasing its transformative…
This AI Research Introduces a Novel Vision-Language Model (‘Dolphins’) Architected to Imbibe Human-like Abilities as a Conversational Driving Assistant
A team of researchers from the University of Wisconsin-Madison, NVIDIA, the University of Michigan, and Stanford University have developed a new vision-language model (VLM) called Dolphins. It is a conversational…
Rules Approved for EU AI Act
The European Union’s AI Act took a big step toward becoming law today when policymakers successfully hammered out rules for the landmark regulation. The AI Act still requires votes from…
How can the Effectiveness of Vision Transformers be Leveraged in Diffusion-based Generative Learning? This Paper from NVIDIA Introduces a Novel Artificial Intelligence Model Called Diffusion Vision Transformers (DiffiT)
How can the effectiveness of vision transformers be leveraged in diffusion-based generative learning? This paper from NVIDIA introduces a novel model called Diffusion Vision Transformers (DiffiT), which combines a hybrid…
AWS Unveils Major Bedrock Upgrade: More AI Models and Enhanced User Flexibility
As the generative AI landscape continually evolves with new use cases emerging, Amazon Web Services (AWS) is keeping pace by enhancing its Bedrock platform. This upgrade significantly broadens the range…
Sparsity-preserving differentially private training
Posted by Yangsibo Huang, Research Intern, Google Research; Chiyuan Zhang, Research Scientist, Google Research Large embedding models have emerged as a fundamental tool for various applications in recommendation systems [1,…
Researchers from the University of Washington and Google Unveil a Breakthrough in Image Scaling: A Groundbreaking Text-to-Image Model for Extreme Semantic Zooms and Consistent Multi-Scale Content Creation
New text-to-image models have made tremendous strides recently, opening the door to revolutionary applications like picture creation from a single text input; in contrast to digital representations, the real world…
Is Real-Time 3D Rendering on Mobile Devices Now Possible? Researchers from China Introduced VideoRF: An AI Approach to Enable Real-Time Streaming and Rendering of Dynamic Radiance Fields on Mobile Platforms
Neural Radiance Fields (NeRF) represent an innovative 3D scene depiction technique in computer graphics and computer vision. Leveraging neural networks, this method is a sophisticated means to render scenes and…