LaMMOn: An End-to-End Multi-Camera Tracking Solution Leveraging Transformers and Graph Neural Networks for Enhanced Real-Time Traffic Management
Multi-target multi-camera tracking (MTMCT) is essential for intelligent transportation systems. Still, it faces challenges in real-world applications due to limited publicly available data and the labor-intensive process of manual annotation.…
PILOT: A New Machine Learning Algorithm for Linear Model Trees that is Fast, Regularized, Stable, and Interpretable
Prior to PILOT, fitting linear model trees was slow and prone to overfitting, especially with large datasets. Traditional regression trees struggled to capture linear relationships effectively. Linear model trees faced…
Llama 3.1 Released: Meta’s New Open-Source AI Model that You can Fine-Tune, Distill, and Deploy Anywhere and available in 8B, 70B, and 405B
Meta announced the release of Llama 3.1, the most capable model in the LLama Series. This latest iteration of the Llama series, particularly the 405B model, represents a substantial advancement…
Apple Researchers Propose LazyLLM: A Novel AI Technique for Efficient LLM Inference in Particular under Long Context Scenarios
Large Language Models (LLMs) have made a significant leap in recent years, but their inference process faces challenges, particularly in the prefilling stage. The primary issue lies in the time-to-first-token…
Progressive Learning Framework for Enhancing AI Reasoning through Weak-to-Strong Supervision
As large language models surpass human-level capabilities, providing accurate supervision becomes increasingly difficult. Weak-to-strong learning, which uses a less capable model to enhance a stronger one, offers potential benefits but…
Google AI Introduces NeuralGCM: A New Machine Learning (ML) based Approach to Simulating Earth’s Atmosphere
General circulation models (GCMs) form the backbone of weather and climate prediction, leveraging numerical solvers for large-scale dynamics and parameterizations for smaller-scale processes like cloud formation. Despite continuous improvements, GCMs…
Yandex Introduces TabReD: A New Benchmark for Tabular Machine Learning
In recent years, research on tabular machine learning has grown rapidly. Yet, it still poses significant challenges for researchers and practitioners. Traditionally, academic benchmarks for tabular ML have not fully…
The Intersection of AI and Human Oversight: Creating Trustworthy Safety Solutions for Kids
As we ve seen, the integration of artificial intelligence (AI) in various aspects of our lives is both inevitable and necessary. Among the many domains where AI can have a…
Senators probe OpenAI on safety and employment practices
Five prominent Senate Democrats have sent a letter to OpenAI CEO Sam Altman, seeking clarity on the company’s safety and employment practices. The letter – signed by Senators Brian Schatz,…
CloudFactory Strengthens Leadership with Three C-Level Appointments
CloudFactory, a global leader in AI solutions, today announced the appointment of three C-level executives to its senior leadership team. Karen Cambray joins as Chief Financial Officer (CFO), David Hadsell…