Stop Measuring AI By Parameter Count. Here’s What Actually Matters

Two systems with identical parameter counts can behave dramatically differently depending on how they are built.
GIGAZINE

Moebius, an AI framework with 226 million parameters, demonstrates image interpolation performance comparable to that of 10 billion parameters, enabling the removal of unwanted ...

A joint research team from Huazhong University of Science and Technology in China and VIVO AI Lab has announced ' Moebius,' a lightweight AI framework for ' inpainting ' that generates images with ...
IEEE

Relation Networks for Object Detection

Abstract: Although it is well believed for years that modeling relations between objects would help object recognition, there has not been evidence that the idea is working in the deep learning era.
IEEE

Probabilistic Object Tracking Using Quantified Camera Uncertainty Parameters in a Binocular System

Abstract: As the Navy becomes increasingly autonomous and attempts to lower its radio frequency (RF) signature, the need for improved optically-driven systems increases. Research on a binocular camera ...