2 papers
cs.CV2026
STELLAR: Scaling 3D Perception Large Models for Autonomous Driving
Yingwei Li, Xin Huang, Yang Liu +13
Model scaling has demonstrated remarkable success through large-scale training on diverse datasets. It remains an open question whether the same paradigm would apply to autonomous…
cs.CL2017
SPINE: SParse Interpretable Neural Embeddings
Anant Subramanian, Danish Pruthi, Harsh Jhamtani +2
Prediction without justification has limited utility. Much of the success of neural models can be attributed to their ability to learn rich, dense and expressive representations. W…