D-CLING: Prior-Preserving Depth-Conditioned Fine-Tuning for Navigation Foundation Models

Shintaro Nakaoka, Takayuki Kanai, Kazuhito Tanaka

Navigation Foundation Models (NFMs) trained on large cross-embodied datasets have demonstrated powerful generalizability in various scenarios. Adopting in-domain fine-tuning for an…