AI RESEARCH
PIXLRelight: Controllable Relighting via Intrinsic Conditioning
arXiv CS.LG
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ArXi:2605.18735v1 Announce Type: cross We present PIXLRelight, a feed-forward approach for physically controllable single-image relighting. Existing methods either provide limited lighting control (e.g. through text or environment maps), accumulate errors when chaining inverse and forward rendering, or require costly per-image optimization. Our key idea is to bridge physically based rendering (PBR) and learned image synthesis through a shared intrinsic conditioning that can be obtained from either real photographs or PBR renders. At.