A curated list of awesome neural radiance fields papers

Point-NeRF: Point-based Neural Radiance Fields

Real-time Neural Signed Distance Fields for Robot Perception

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

Plenoxels: Radiance Fields without Neural Networks

[CVPR 2022 Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

A 3D Dense mapping backend library of SLAM based on taichi-Lang designed for the aerial swarm.

[ICCV 2021] Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.

[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

[ICLR 2023] "Is Attention All NeRF Needs?" by Mukund Varma T*, Peihao Wang* , Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang

Direct voxel grid optimization for fast radiance field reconstruction.

Reproduction of ECCV 2020 NeRF and its subsequent works (mip NeRF, 360, Ref NeRF, info-NeRF) in PyTorch.

KeypointNeRF Generalizing Image-based Volumetric Avatars using Relative Spatial Encoding of Keypoints

Instant neural graphics primitives: lightning fast NeRF and more

Code and models for our ICCV 2021 paper "MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis"

Code for RelPose (ECCV 2022)

Neural Factorization of Shape and Reflectance Under an Unknown Illumination

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

The implementation of "In-Place Scene Labelling and Understanding with Implicit Scene Representation" [ICCV 2021].

[ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions

OpenXRLab Neural Radiance Field (NeRF) Toolbox and Benchmark

[3DV 2022] GO-Surf: Neural Feature Grid Optimization for Fast, High-Fidelity RGB-D Surface Reconstruction

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

[ECCV '22] Intrinsic Neural Fields: Learning Functions on Manifolds

[ECCV'22] Official PyTorch Implementation of "HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields"

Human Performance Modeling and Rendering via Neural Animated Mesh (Published in SIGGRAPH Asia 2022)

NeRD: Neural Reflectance Decomposition from Image Collections - ICCV 2021

【NeurIPS 2022 Spotlight】Neural Surface Reconstruction of Dynamic Scenes with Monocular RGB-D Camera

BARF: Bundle-Adjusting Neural Radiance Fields 🤮 (ICCV 2021 oral)