GitHub

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

We introduce PaCoRe (Parallel Coordinated Reasoning), a framework that shifts the driver of inference from sequential depth to coordinated parallel breadth, breaking the model context limitation and ...
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 ...
IEEE

Parallel Nonlinear Model Predictive Controller for Real-Time Path Tracking of Autonomous Vehicle

Abstract: To raise the real-time performance of the path tracking controller based on nonlinear model predictive control (NMPC), this article presents a parallel NMPC controller based on Newton ...
IEEE

Quantum Parallel Transformer Model for Detecting Multiclass Insulator Faults

Abstract: The mainstream detection model suffers from low insulator fault detection accuracy caused by the limitations of the complex background of unmanned aerial vehicle (UAV) images and the large ...
Frontiers

Stand structure mediates the process of nutrient resorption in Chinese fir plantations during different stand developments

1 Key Laboratory of State Forestry Administration on Forest Ecosystem Protection and Restoration of Poyang Lake Watershed, Jiangxi Provincial Key Laboratory of Conservation Biology, College of ...
USA Today

How do youth athletes stand out in a 'broken' recruiting system?

Getting recruited: This is Part 2 of a series that looks behind the curtain of college recruiting. USA TODAY Sports was granted behind-the-scenes access by the football staff at the University of ...