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Multimodal Representation Learning for 3D Model Retrieval
Neli Čatar, Danijel Skočaj, Andrej Miščič, Luka Vranješ
Magistrsko delo
Oznake: 3D model retrieval;multimodal learning;contrastive learning;CLIP;multi-view rendering;joint embedding space;attention pooling;3D representations;
Retrieving 3D models from large industrial repositories is a challenging problem, particularly when queries take the form of natural language descriptions or other 3D shapes. Existing approaches typically address text-to-3D and 3D-to-3D retrieval as separate tasks, limiting their practical utility i ...
Leto: 2026 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
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