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20222026
most citedThe Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes

3 citations · 5 across the 5 of their papers we have counts for

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cs.CV2025

Intrinsic Image Fusion for Multi-View 3D Material Reconstruction

Peter Kocsis, Lukas Höllein, Matthias Nießner

We introduce Intrinsic Image Fusion, a method that reconstructs high-quality physically based materials from multi-view images. Material reconstruction is highly underconstrained a…

cs.CV2025

IntrinsiX: High-Quality PBR Generation using Image Priors

Peter Kocsis, Lukas Höllein, Matthias Nießner

We introduce IntrinsiX, a novel method that generates high-quality intrinsic images from text description. In contrast to existing text-to-image models whose outputs contain baked-…