Author

S. Süsstrunk

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Preprint Sep 2026

ExpandDiff: Dynamic Range Expanding Diffusion for Single-Image HDR Reconstruction

Single-image HDR reconstruction requires inferring missing detail while preserving the visible content of an LDR image. Differences in sensor dynamic range and exposure cause LDR images to lose varying amounts of information in shadows and highlights. We present ExpandDiff, a conditional diffusion pipeline that jointly...

Mehmet Emre Andıran, Zhuo-Qian Yang, Li-Ying Lu et al. · 0 citations

#machine learning Preprint Sep 2026

Marigold V2: Revisiting Diffusion Transformers for Monocular Depth Estimation

Marigold V2 achieves state-of-the-art results when applied to other dense regression tasks, such as surface normals estimation and intrinsic image decomposition, and achieves state-of-the-art results when applied to other dense regression tasks, such as surface normals estimation and intrinsic image decomposition.

Igor Pavlovic, Thiemo Wandel, Anton Obukhov et al. · 2 citations · ⚡2