neural-fields

Here are 17 public repositories matching this topic...

cvg / nice-slam

[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM

scalable localization deep-learning slam 3d-reconstruction neural-fields implicit-functions neural-implicit-representations

Updated Aug 15, 2022
Python

threedle / text2mesh

Star

3D mesh stylization driven by a text input in PyTorch

computer-graphics pytorch mesh-generation geometry-processing neural-style meshes 3d differentiable-rendering neural-fields

Updated Sep 28, 2022
Jupyter Notebook

autonomousvision / convolutional_occupancy_networks

Star

[ECCV'20] Convolutional Occupancy Networks

surface-reconstruction point-clouds 3d-reconstruction 3d-deep-learning neural-fields eccv-2020 implicit-representions scene-representations

Updated Jul 25, 2022
Python

autonomousvision / shape_as_points

Star

[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver

points surface-reconstruction 3d-reconstruction spectral-methods neural-fields poisson-solver hybrid-representation implicit-representation

Updated Mar 25, 2022
Python

facebookresearch / iSDF

Star

Real-time Neural Signed Distance Fields for Robot Perception

real-time mapping signed-distance-field nerf neural-fields robot-perception implicit-neural-representation

Updated Sep 26, 2022
Python

stevenygd / NFGP

Star

Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.

machine-learning neural-network geometry-processing neural-fields

Updated Mar 9, 2022
Jupyter Notebook

basilevh / occlusions-4d

Star

Revealing Occlusions with 4D Neural Fields (CVPR 2022) - Official Implementation

tracking machine-learning video computer-vision deep-learning point-cloud segmentation spatiotemporal 3d 4d neural-fields implicit-representions scene-completion occlusions cvpr2022 object-permanence

Updated Sep 28, 2022
Python

postech-ami / CLIP-Actor

Star

[ECCV'22] Official PyTorch Implementation of "CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes"

computer-vision computer-graphics pytorch mesh-generation geometry-processing neural-style meshes 3d differentiable-rendering neural-fields human-motion eccv2022 text-driven-editing

Updated Aug 23, 2022
Python

kwea123 / MINER_pl

Sponsor

Star

Unofficial implementation (replicates paper results!) of MINER: Multiscale Implicit Neural Representations in pytorch-lightning

image-reconstruction miner neural-fields pytorch-lightning coordinate-mlp gaussian-activation

Updated May 25, 2022
Jupyter Notebook

aluo-x / Learning_Neural_Acoustic_Fields

Star

Official code for "Learning Neural Acoustic Fields"

pytorch impulse-response spatial-audio acoustics 3d-audio reverberation acoustic-model acoustic-models neural-fields implicit-functions neural-field spatial-audio-reproduction

Updated Apr 13, 2022
Python

ShivamDuggal4 / TARS3D

Star

Topologically-Aware Deformation Fields for Single-View 3D Reconstruction (CVPR 2022)

topology 3d-reconstruction deformations neural-fields implicit-representions correspondences single-view-reconstruction cvpr2022

Updated Jul 16, 2022
Python

kwea123 / Coordinate-MLPs

Sponsor

Star

Experiments of coordinate MLPs

image-reconstruction neural-fields pytorch-lightning coordinate-mlp gaussian-activation

Updated May 26, 2022
Python

danielegrattarola / GINR

Star

Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).

machine-learning deep-learning pytorch neural-fields implicit-neural-representation neurips-2022

Updated Oct 12, 2022
HTML

notmahi / clip-fields

Star

Teaching robots to respond to open-vocab queries with CLIP and NeRF-like neural fields

clip neural-fields semantic-navigation sentence-bert semantic-fields

Updated Oct 12, 2022
Python

BrainDynamicsUSYD / braintrak

Star

Real-time brain states tracking system and corticothalamic neural field parameter estimation

neuroscience eeg data-fitting monte-carlo-sampling brain-activity neural-fields

Updated Apr 18, 2018
MATLAB

kwignb / RandomNeuralField

Star

Implementation of "Deep Learning in Random Neural Fields: Numerical Experiments via Neural Tangent Kernel"

deep-learning neural-networks neural-fields numerical-experiments neural-tangent-kernel

Updated Oct 6, 2022
Jupyter Notebook

SteEsp / nerf-pytorch

Star

Fork of the most popular PyTorch implementation of NeRF (Neural Radiance Fields), extended to support additional datasets such as DTU.

nerf neural-fields

Updated Oct 6, 2022
Jupyter Notebook

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