Search Results for author: Mijeong Kim

Found 2 papers, 1 papers with code

ContraNeRF: 3D-Aware Generative Model via Contrastive Learning with Unsupervised Implicit Pose Embedding

no code implementations27 Apr 2023 Mijeong Kim, Hyunjoon Lee, Bohyung Han

Although 3D-aware GANs based on neural radiance fields have achieved competitive performance, their applicability is still limited to objects or scenes with the ground-truths or prediction models for clearly defined canonical camera poses.

Contrastive Learning

InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering

2 code implementations CVPR 2022 Mijeong Kim, Seonguk Seo, Bohyung Han

We present an information-theoretic regularization technique for few-shot novel view synthesis based on neural implicit representation.

Novel View Synthesis

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