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cs.CV2026
OptimusMesh: Compact Autoregressive Mesh Generation from Point Clouds via Sparse Latent Pivots
Mazhar Iqbal, Naoya Chiba, Xuanmeng Sha +2
Generating compact and geometrically faithful 3D meshes directly from point clouds remains a fundamental challenge. Point clouds are unordered and sparse, whereas meshes exhibit ir…
cs.CV2021
Panoptic-aware Image-to-Image Translation
Liyun Zhang, Photchara Ratsamee, Bowen Wang +4
Despite remarkable progress in image translation, the complex scene with multiple discrepant objects remains a challenging problem. The translated images have low fidelity and tiny…