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03/02/2023
MoSS: Monocular Shape Sensing for Continuum Robots
Continuum robots are promising candidates for interactive tasks in vario...
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11/29/2022
SparsePose: Sparse-View Camera Pose Regression and Refinement
Camera pose estimation is a key step in standard 3D reconstruction pipel...
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06/01/2022
Residual Multiplicative Filter Networks for Multiscale Reconstruction
Coordinate networks like Multiplicative Filter Networks (MFNs) and BACON...
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06/01/2022
Learning to Solve PDE-constrained Inverse Problems with Graph Networks
Learned graph neural networks (GNNs) have recently been established as f...
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03/25/2022
3D GAN Inversion for Controllable Portrait Image Animation
Millions of images of human faces are captured every single day; but the...
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12/09/2021
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation
Coordinate-based networks have emerged as a powerful tool for 3D represe...
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05/06/2021
ACORN: Adaptive Coordinate Networks for Neural Scene Representation
Neural representations have emerged as a new paradigm for applications i...
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12/03/2020
AutoInt: Automatic Integration for Fast Neural Volume Rendering
Numerical integration is a foundational technique in scientific computin...
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06/17/2020
Implicit Neural Representations with Periodic Activation Functions
Implicitly defined, continuous, differentiable signal representations pa...
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12/13/2019