works on
3d shape generation 1diffusion models 1foundation model transfer 1low-data training 1semantic alignment 1structural alignment 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation

Xiao Luo, Mingyang Du, Xin Zhou +5

The paper introduces ROAD, a framework that transfers semantic and structural knowledge from discriminative 3D foundation models into diffusion transformers for 3D shape generation…