IEEE

Towards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms

Abstract: Characterizing and predicting the training performance of modern machine learning (ML) workloads on compute systems with compute and communication spread between CPUs, GPUs, and network ...
IEEE

Framework and Function Design of Machine Learning Platform for Power Generation Process

Abstract: With the transformation of China’s energy structure, the control requirements for the power generation process are becoming increasingly precise and intelligent. Applying machine learning ...
Open Heart

Development and validation of a deep learning model for severe mitral stenosis detection from chest X-rays

Background Although chest X-rays (CXRs) are widely used, diagnosing mitral stenosis (MS) based solely on CXR findings remains ...
TechCrunch

Runway releases its first world model, adds native audio to latest video model

The race to release world models is on as AI image and video generation company Runway joins an increasing number of startups and Big Tech companies by launching its first one. Dubbed GWM-1, the model ...
GitHub

Training Vision-Language Process Reward Models (VL-PRMs) for Test-Time Scaling in Multimodal Reasoning

Pairing VL-PRMs trained with abstract reasoning problems results in strong generalization and reasoning performance improvements when used with strong vision-language models in test-time scaling ...