Interesting Engineering

MIT’s GIFT framework improves CAD designs by turning its failures into training data

The shortage of high-quality CAD datasets has slowed AI design tools. MIT researchers may have found a way around that ...
Tech Xplore

A better way to turn 2D designs into 3D models for rapid prototyping

Engineers often use vision-language models to produce new designs, such as airplane or automobile components. To simulate how ...
IEEE

Advancing 3D Object Detection With Depth-Aware Spatial Knowledge Distillation

Abstract: Accurate 3D object detection from images can be hindered by inherent depth ambiguity. While knowledge distillation (KD) from privileged sensors such as LiDAR offers a promising direction, it ...
IEEE

Efficient Adversarial Attack Strategy Against 3D Object Detection in Autonomous Driving Systems

Abstract: The reliability and robustness of 3D object detection play an instrumental role in the practical deployment of autonomous driving systems. Despite previous research indicating that ...
GitHub

Segment Any 3D Object with Language

SOLE is highly generalizable and can segment corresponding instances with various language instructions, including but not limited to visual questions, attributes description, and functional ...