Niels Rogge
@NielsRogge
ML Engineer @huggingface. Building @KU_Leuven grad. General interest in machine & deep learning. Making AI more accessible for everyone!
가입 April 2010
739 팔로잉 중 21.3K 팬
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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