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convolutional_occupancy_networks autonomousvision

112

810

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

92

791

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

44

462

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 about a year ago

Awsome_Deep_Geometry_Learning subeeshvasu

54

337

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 2 years ago

shapo zubair-irshad

10

176

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

10 commits to master branch, last one 10 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

83

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 about a year 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

10

60

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 2 years ago