Implicit Neural Representations

Neural Network Inductive Biases for High-fidelity 3D Reconstruction featured image
Implicit Neural Representations

Neural Network Inductive Biases for High-fidelity 3D Reconstruction

High-fidelity 3D reconstruction demands representations that capture both coarse structure and subtle geometric details. Implicit Neural Representations can encode 3D geometry at …

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3D Affine Transformations on Neural Fields featured image
Hypernetworks

3D Affine Transformations on Neural Fields

Creating neural network architectures that use weights and biases of another neural network as an input is a new and promising field. Possible applications are prediction of input …

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