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How can we reconstruct 3D objects under *extreme lighting variations*? 🌤️🌥️🌆🌃🌉 How about ... 🤔 appearance embedding? BUT it cannot capture view-dependent appearances. 🤔 inverse rendering? BUT it suffers from ambiguities. 💡 Our idea: Relighting comes to the rescue!

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