Adaptive CLIP for open-domain 3D model retrieval

Dan Song, Zekai Qiang, Chumeng Zhang, Lanjun Wang, Qiong Liu, You Yang, An-An Liu

Abstract: Highlights•Utilize CLIP for cross-modal 3D model retrieval in open-domain category analysis.•Design adaptive network layer with nearest-neighbor contrast loss constraints.•Experimental results on NTU-PSB and MI3DOR benchmarks demonstrate superior open-domain retrieval performance.