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Topic: "neural-fields"

cvg/nice-slam

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

Language: Python - Size: 152 MB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 1,500 - Forks: 205

threedle/text2mesh

3D mesh stylization driven by a text input in PyTorch

Language: Jupyter Notebook - Size: 1.88 GB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 952 - Forks: 136

autonomousvision/convolutional_occupancy_networks

[ECCV'20] Convolutional Occupancy Networks

Language: Python - Size: 10.5 MB - Last synced at: 16 days ago - Pushed at: almost 2 years ago - Stars: 869 - Forks: 120

autonomousvision/shape_as_points

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

Language: Python - Size: 24.2 MB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 608 - Forks: 44

liuyuan-pal/NeRO

[SIGGRAPH2023] NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images

Language: Python - Size: 61.8 MB - Last synced at: 7 months ago - Pushed at: 10 months ago - Stars: 546 - Forks: 36

facebookresearch/iSDF 📦

Real-time Neural Signed Distance Fields for Robot Perception

Language: Python - Size: 29 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 426 - Forks: 53

HengyiWang/Co-SLAM

[CVPR'23] Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural Real-Time SLAM

Language: Python - Size: 31.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 374 - Forks: 33

kxhit/vMAP

[CVPR 2023] vMAP: Vectorised Object Mapping for Neural Field SLAM

Language: Python - Size: 118 KB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 356 - Forks: 21

zubair-irshad/NeO-360

Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes

Language: Python - Size: 114 MB - Last synced at: 20 days ago - Pushed at: 11 months ago - Stars: 237 - Forks: 10

tobias-kirschstein/nersemble

[Siggraph '23] NeRSemble: Neural Radiance Field Reconstruction of Human Heads

Language: Python - Size: 136 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 228 - Forks: 11

stevenygd/NFGP

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

Language: Jupyter Notebook - Size: 41.7 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 200 - Forks: 18

garvita-tiwari/PoseNDF

Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields

Language: Python - Size: 280 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 200 - Forks: 19

SimonGiebenhain/NPHM

[CVPR'23] Learning Neural Parametric Head Models

Language: Python - Size: 211 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 194 - Forks: 16

zubair-irshad/shapo

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

Language: Python - Size: 36.8 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 189 - Forks: 11

cvg/nicer-slam

[3DV'24 Best Paper Honorable Mention] NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM

Language: Python - Size: 147 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 188 - Forks: 15

cvg/nerf-on-the-go

[CVPR'24] NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild

Language: Python - Size: 15.7 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 181 - Forks: 7

cvg/EMAP

[CVPR'24] 3D Neural Edge Reconstruction

Language: Python - Size: 4.78 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 181 - Forks: 8

notmahi/clip-fields

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

Language: Python - Size: 79.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 141 - Forks: 17

HengyiWang/MorpheuS

[CVPR'24] MorpheuS: Neural Dynamic 360° Surface Reconstruction from Monocular RGB-D Video

Language: Python - Size: 111 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 116 - Forks: 2

KTH-RPL/neural_graph_mapping

Neural Graph Mapping for Dense SLAM with Efficient Loop Closure

Language: Python - Size: 113 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 113 - Forks: 8

SimonGiebenhain/MonoNPHM

[CVPR 2024 Highlight]

Language: Python - Size: 65.5 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 107 - Forks: 18

aluo-x/Learning_Neural_Acoustic_Fields

Official code for "Learning Neural Acoustic Fields" (NeurIPS 2022)

Language: Python - Size: 670 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 103 - Forks: 14

threedle/3DHighlighter

Localizing Regions on 3D Shapes via Text Descriptions

Language: Python - Size: 19.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 101 - Forks: 11

kwea123/Coordinate-MLPs

Experiments of coordinate MLPs

Language: Python - Size: 1.72 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 97 - Forks: 3

ShivamDuggal4/TARS3D

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

Language: Python - Size: 2.32 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 88 - Forks: 6

JingwenWang95/neural_slam_eval

Neural SLAM Evaluation Benchmark. [CVPR'23] Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural Real-Time SLAM

Language: Python - Size: 31.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 77 - Forks: 3

threedle/3d-paintbrush

Local text-driven editing of 3D shapes with Cascaded Score Distillation

Language: Jupyter Notebook - Size: 47.8 MB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 76 - Forks: 11

basilevh/occlusions-4d

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

Language: Python - Size: 293 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 5

danielegrattarola/GINR

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

Language: HTML - Size: 30.1 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 4

yinboc/infd

Image Neural Field Diffusion Models, CVPR 2024 (Highlight)

Language: Python - Size: 286 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 61 - Forks: 2

kwea123/MINER_pl

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

Language: Jupyter Notebook - Size: 15.1 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 61 - Forks: 3

princeton-computational-imaging/SoaP

Official code repository for the paper: "Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography"

Language: Python - Size: 27.6 MB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 55 - Forks: 5

stevenygd/PNF

Polynomial Neural Fields for Subband Decomposition and Manipulation

Language: Python - Size: 6.14 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 55 - Forks: 3

tangjiapeng/NSDP

The official implementation for NeurIPS 2022 Spotlight Neural Shape Deformation Priors

Language: Python - Size: 1.66 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 1

ispc-lab/NeuralPCI

✨ [CVPR 2023] NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation

Language: Python - Size: 23.6 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 30 - Forks: 2

wangkua1/nemo-cvpr2023

[CVPR 2023 Highlight] Official implementation of "NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action"

Language: Python - Size: 26.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 27 - Forks: 4

justachetan/hnf-derivatives

Code for "Accurate Differential Operators for Hybrid Neural Fields", accepted at CVPR 2025

Language: Jupyter Notebook - Size: 171 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 26 - Forks: 2

LoadingByte/neural-gaussian-scale-space-fields

Learning neural fields that produce Gaussian-smoothed versions of the original signal. (SIGGRAPH 2024)

Language: Python - Size: 347 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 20 - Forks: 2

AmandineBtto/NeRAF

[ICLR 2025] NeRAF jointly learns acoustic and radiance fields, enabling realistic audio-visual generation.

Language: Python - Size: 52.2 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 19 - Forks: 1

3D-DeepLearning-RG/3D-DeepLearning-RG.github.io Fork of ankitsultana/researcher

Github Page for the 3D Deep Learning Reading Group

Language: SCSS - Size: 6.66 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 16 - Forks: 0

TRI-ML/road

ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes (CoRL 2022)

Language: Python - Size: 13.4 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 3

universome/megascans-rendering

Rendering code for Megascans from "EpiGRAF: Rethinking training of 3D GANs" [NeurIPS 2022]

Language: Python - Size: 16.7 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

mkofinas/aether

Official source code for "Latent Field Discovery in Interacting Dynamical Systems with Neural Fields". In NeurIPS 2023.

Language: Python - Size: 1.02 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

MachinePerceptionLab/Attentive_DFPrior

[NeurIPS'23] Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors

Language: Python - Size: 57.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

BrainDynamicsUSYD/braintrak

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

Language: Matlab - Size: 13.4 MB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 7 - Forks: 6

pfriedri/medfuncta

PyTorch implementation for "MedFuncta: Modality-Agnostic Representations Based on Efficient Neural Fields" (2025)

Language: Python - Size: 272 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

famura/neuralfields

A type of potential-based recurrent neural networks implemented with PyTorch

Language: Python - Size: 2.66 MB - Last synced at: 9 days ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

dehezhang2/RISE-SDF

RISE-SDF: a Relightable Information-Shared Signed Distance Field for Glossy Object Inverse Rendering

Size: 70.5 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

krafton-ai/neural-radiosity-tutorial-mitsuba3

Implementation Tutorial for Neural Radiosity [Hadadan et al. 2021] in Mitsuba 3

Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

yzyouzhang/hrtf_field

Official implementation of the paper "HRTF Field: Unifying Measured HRTF Magnitude Representation with Neural Fields"

Language: Python - Size: 15.6 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

kwignb/RandomNeuralField

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

Language: Jupyter Notebook - Size: 2.97 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

sfu-mial/TreeDiffusion

Official Code for "Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields"

Language: Python - Size: 35.5 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

jejjohnson/nerf4ssh

Neural Fields for Sea Surface Height Interpolation.

Size: 27.2 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

s-esposito/nerf-pytorch Fork of yenchenlin/nerf-pytorch

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

Language: Jupyter Notebook - Size: 711 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Related Topics
3d-reconstruction 15 deep-learning 14 pytorch 11 nerf 11 implicit-neural-representation 8 slam 7 computer-vision 6 3d 6 neural-implicit-representations 6 machine-learning 6 implicit-representions 4 differentiable-rendering 4 3d-deep-learning 4 geometry-processing 4 surface-reconstruction 3 neural-rendering 3 diffusion-models 3 computer-graphics 3 novel-view-synthesis 3 meshes 3 cvpr 2 interpolation 2 real-time 2 pose-estimation 2 robotics 2 3d-vision 2 acoustics 2 implicit-functions 2 impulse-response 2 neural-field 2 spatial-audio 2 point-cloud 2 autonomous-driving 2 neural-slam 2 cvpr2022 2 neural-networks 2 pytorch-lightning 2 neural-radiance-fields 2 image-reconstruction 2 gaussian-activation 2 coordinate-mlp 2 morphable-model 2 neurips-2022 2 3d-face-reconstruction 2 representation-learning 1 depth-estimation 1 modality-agnostic 1 iphone 1 rgbd 1 inverse-rendering 1 meta-learning 1 relighting 1 recurrent-neural-network 1 time-series 1 dinov2 1 dynamic-scenes 1 in-the-wild 1 uncertainty 1 neural-tangent-kernel 1 numerical-experiments 1 completed 1 scale-space-filtering 1 generative-ai 1 python 1 research 1 score-distillation 1 texturing 1 3d-human-mesh 1 3d-human-motion 1 3d-human-pose 1 3d-human-shape-and-pose-estimation 1 octree 1 miner 1 depth 1 neural-acoustic-field 1 rir 1 mesh-generation 1 neural-style 1 localization 1 scalable 1 artificial-intelligence 1 autonomous-vehicles 1 convolutional-neural-networks 1 reconstruction 1 residual-networks 1 eccv-2020 1 point-clouds 1 scene-representations 1 hybrid-representation 1 implicit-representation 1 points 1 poisson-solver 1 spectral-methods 1 cvpr2025 1 hybrid 1 instant-ngp 1 polynomial-fitting 1 curves 1 edges 1 lines 1