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Niels Rogge
@NielsRogge
ML Engineer @huggingface. Building @KU_Leuven grad. General interest in machine & deep learning. Making AI more accessible for everyone!
加入 April 2010
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This is a really cool paper, sadly not open-source It sets a new SOTA on KITTI (relative depth estimation) and iBims-1 (metric depth estimation) Explore the paper and evals here:
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Does 3D reconstruction have to be complex? We answer this question with PointDiT (#ICML2026#): a minimalist pixel-space Diffusion Transformer without bells and whistles. We show that a plain ViT can estimate dense 3D point maps by operating directly on raw patches. No hybrid ViT+Conv architectures, no lossy VAEs, no complicated training losses. (1/5) 🧵👇
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