JEPAhead: From Inpainting to Causal Forecasting for Urban Driving

Daniel G. P. Petrini, Davi Pincinato, Fabio Grassiotto +4

We fine-tune a pre-trained V-JEPA1 predictor from bidirectional latent inpainting to action-free causal forecasting while keeping the encoder frozen. Using contiguous past observat…