Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning
Contrastive learning
Multimodel
CVPR 2026

Multimodal Contrasive learning
We develop the foundations of agentic AI: world models, embodied reasoning, and autonomous systems that understand and operate in the physical world.
/What we do
01
Technology consulting
We are a team of professors and scientists specializing in spatial physical intelligence. We offer state-of-the-art expertise and know-how in this field.
02
Research collaboration
We bring together resources from leading companies and research labs to execute large-scale research programs.
03
We help you tackle the most challenging research problems and solve the most complex questions in physical intelligence.