Zeva-Ego Action Encoder Copyright 2026 the Zeva-Ego authors. The inference implementation includes PyTorch adaptations of transformer building blocks from OpenDriveLab/UniVLA, licensed under Apache-2.0. The release uses the DINOv2 ViT-B/14 with registers visual backbone from facebookresearch/dinov2. DINOv2 source and pretrained weights are not bundled in this repository and remain subject to their upstream license and terms.