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cs.CV2025★ 1 cited
Perceptual Inductive Bias Is What You Need Before Contrastive Learning
Tianqin Li, Junru Zhao, Dunhan Jiang +3
David Marr's seminal theory of human perception stipulates that visual processing is a multi-stage process, prioritizing the derivation of boundary and surface properties before fo…
cs.CV2022★ 1 cited
SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators
Andrew Luo, Tianqin Li, Wen-Hao Zhang +1
Recent advances in deep generative models have led to immense progress in 3D shape synthesis. While existing models are able to synthesize shapes represented as voxels, point-cloud…