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20222026
most cited3D-JEPA: A Joint Embedding Predictive Architecture for 3D Self-Supervised Representation Learning

1 citations · 3 across the 7 of their papers we have counts for

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cs.CV2024

Hyperbolic Image-and-Pointcloud Contrastive Learning for 3D Classification

Naiwen Hu, Haozhe Cheng, Yifan Xie +2

3D contrastive representation learning has exhibited remarkable efficacy across various downstream tasks. However, existing contrastive learning paradigms based on cosine similarit…

cs.CV2024★ 1 cited

3D-JEPA: A Joint Embedding Predictive Architecture for 3D Self-Supervised Representation Learning

Naiwen Hu, Haozhe Cheng, Yifan Xie +2

Invariance-based and generative methods have shown a conspicuous performance for 3D self-supervised representation learning (SSRL). However, the former relies on hand-crafted data…