Code for Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations

Differentiable Surface Splatting

implicit displacement field

A curated list of resources on implicit neural representations.

Code release of paper Improving neural implicit surfaces geometry with patch warping

[ECCV 2022] RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering

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

[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

ACORN: Adaptive Coordinate Networks for Neural Scene Representation | SIGGRAPH 2021

Official respository for "Band-limited Coordinate Networks for Multiscale Scene Representation" | CVPR 2022

Source code for Fathony, Sahu, Willmott, & Kolter, "Multiplicative Filter Networks", ICLR 2021.

Instant neural graphics primitives: lightning fast NeRF and more

SAL: Sign Agnostic Learning of Shapes From Raw Data

Signed distance field demos and examples

Official implementation of "MetaSDF: Meta-learning Signed Distance Functions"

O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function

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

Dual Octree Graph Networks for Learning Adaptive Volumetric Shape Representations

Source code for "Differentiable Signed Distance Function Rendering" (Siggraph 2022)

[CVPR 2022 Oral] Official implementation for "Surface Representation for Point Clouds"

Papers and such on 3D data compression and streaming

[SIGGRAPH 2022] Single-View View Synthesis in the Wild with Learned Adaptive Multiplane Images

Implementation of "Large Steps in Inverse Rendering of Geometry"

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