Simple Science

Cutting edge science explained simply

Cutting edge science explained simply

Tianjun Xiao

Computer Vision and Pattern Recognition Addressing Hallucinations in Multimodal Large Language Models

A concise look at hallucinations in MLLMs and strategies to improve reliability.

2025-08-15T14:44:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Adaptive Slot Attention: A New Approach to Object-Centric Learning

This method adjusts object representation slots based on image complexity.

2025-07-29T07:59:36+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancements in Layout-to-Image Generation Techniques

New methods improve image creation from complex text descriptions.

2025-06-15T18:25:42+00:00 ― 6 min read