First-of-its-kind automated root imaging platform speeds plant discoveries

The Department of Energy's Oak Ridge National Laboratory has launched a novel robotic platform to rapidly analyze plant root systems as they grow, yielding AI-ready data to accelerate the development ...
IEEE

Quantization Techniques for Resource-Efficient Medical Image Segmentation Across Diverse Modalities

Abstract: Deep learning–based medical image segmentation models achieve high accuracy but are often impractical for clinical deployment due to their computational and memory demands. This study ...
IEEE

PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution

Abstract: Diffusion-Based image super-resolution (SR) models have shown superior performance at the cost of multiple denoising steps. However, even though the denoising step has been reduced to one, ...