The PE Core vision implementation is adapted from Perception Encoder by
Meta Platforms, Inc. and affiliates, distributed under the Apache License 2.0.
https://github.com/facebookresearch/perception_models

The implementation has been reduced to the fixed-resolution visual feature
path used by CuRe, with Q/V LoRA and a subspace classification head.