🕸️ Graph Learning

📹 ICCV2025 · 1 paper notes

📌 Same area in other venues: 📷 CVPR2026 (8) · 🔬 ICLR2026 (118) · 💬 ACL2026 (24) · 🧪 ICML2026 (35) · 🤖 AAAI2026 (37) · 🧠 NeurIPS2025 (54)

PASTA: Part-Aware Sketch-to-3D Shape Generation with Text-Aligned Prior

This paper proposes the PASTA framework, which integrates VLM-derived text priors to compensate for semantic deficiencies in sketches, and introduces ISG-Net (a dual graph convolutional network comprising IndivGCN and PartGCN) to model inter-part structural relationships, achieving state-of-the-art sketch-to-3D shape generation and part-level editing.