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201203 Learned Initializations for Optimizing Coordinate-Based Neural.md

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https://arxiv.org/abs/2012.02189

Learned Initializations for Optimizing Coordinate-Based Neural Representations (Matthew Tancik, Ben Mildenhall, Terrance Wang, Divi Schmidt, Pratul P. Srinivasan, Jonathan T. Barron, Ren Ng)

implicit/coordinate representation이 테스트 시점에 학습해야 하는 시간이 기니까 메타러닝(maml/reptile)로 좋은 초기값을 미리 부여하고 시작하겠다는 발상.

#implicit_representation #nerf