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convolutional_occupancy_networks autonomousvision

114

836

mit

25

[ECCV'20] Convolutional Occupancy Networks

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

Created 2020-07-28

19 commits to master branch, last one about a year ago

differentiable_volumetric_rendering autonomousvision

91

804

mit

31

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

dvr cvpr2020 cvpr-2020 mesh-generation 3d-deep-learning 3d-reconstruction novel-view-synthesis implicit-representions differentiable-rendering

Created 2020-03-19

43 commits to master branch, last one 2 years ago

SCNeRF POSTECH-CVLab

45

466

mit

16

[ICCV21] Self-Calibrating Neural Radiance Fields

nerf pytorch calibration deep-learning computer-vision self-calibration implicit-representions

Created 2021-08-06

45 commits to master branch, last one 2 years ago

Awsome_Deep_Geometry_Learning subeeshvasu

54

340

unknown

30

A list of resources about deep learning solutions on 3D shape processing

meshes voxels 3d-models 3d-shapes primitives point-cloud shapes-learning 3d-reconstruction 3d-representation implicit-representions

Created 2020-04-05

269 commits to master branch, last one 3 years ago

shapo zubair-irshad

12

182

other

8

Pytorch code for ECCV'22 paper. ShAPO: Implicit Representations for Multi-Object Shape, Appearance and Pose Optimization

pytorch robotics 3d-vision 6dof-pose 3d-detection optimization deep-learning neural-fields computer-vision pose-estimation texture-synthesis 3d-computer-vision scene-understanding shape-reconstruction implicit-representions signed-distance-functions implicit-neural-representation

Created 2022-09-20

11 commits to master branch, last one 4 months ago

npms pablopalafox

15

125

mit

9

Official implementation of NPMs: Neural Parametric Models for 3D Deformable Shapes - ICCV 2021

parametric-models implicit-representions

Created 2021-06-27

8 commits to master branch, last one about a year ago

TARS3D ShivamDuggal4

6

86

mit

5

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

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

Created 2022-07-16

1 commits to master branch, last one 2 years ago

occlusions-4d basilevh

5

75

mit

10

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

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

Created 2022-03-29

28 commits to main branch, last one about a year ago

IF-Defense Wuziyi616

12

63

mit

2

This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration

dgcnn rs-cnn defense pytorch pointnet 3d-attack pointconv pointnet2 point-cloud deep-learning 3d-reconstruction implicit-representions adversarial-machine-learning

Created 2020-10-04

36 commits to main branch, last one 3 years ago

high-order-layers-torch jloveric

4

41

mit

5

High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order...

kan grid spline pytorch deeplearning discontinuous hp-refinement fluid-dynamics fourier-series sparse-network pytorch-lightning high-order-methods piecewise-polynomial chebyshev-polynomials implicit-representions lagrange-polynomial-interpolation

Created 2020-02-20

518 commits to master branch, last one 4 months ago