Projects in Awesome Lists tagged with neural-fields
A curated list of projects in awesome lists tagged with neural-fields .
https://github.com/cvg/nice-slam
[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM
3d-reconstruction deep-learning implicit-functions localization neural-fields neural-implicit-representations scalable slam
Last synced: 16 May 2025
https://threedle.github.io/text2mesh/
3D mesh stylization driven by a text input in PyTorch
3d computer-graphics differentiable-rendering geometry-processing mesh-generation meshes neural-fields neural-style pytorch
Last synced: 31 Mar 2025
https://github.com/threedle/text2mesh
3D mesh stylization driven by a text input in PyTorch
3d computer-graphics differentiable-rendering geometry-processing mesh-generation meshes neural-fields neural-style pytorch
Last synced: 20 Mar 2025
https://github.com/autonomousvision/convolutional_occupancy_networks
[ECCV'20] Convolutional Occupancy Networks
3d-deep-learning 3d-reconstruction eccv-2020 implicit-representions neural-fields point-clouds scene-representations surface-reconstruction
Last synced: 12 Apr 2025
https://github.com/autonomousvision/shape_as_points
[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver
3d-reconstruction hybrid-representation implicit-representation neural-fields points poisson-solver spectral-methods surface-reconstruction
Last synced: 05 Apr 2025
https://liuyuan-pal.github.io/NeRO/
[SIGGRAPH2023] NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images
3d-reconstruction multiview-stereo neural-fields
Last synced: 26 Mar 2025
https://github.com/zubair-irshad/neo-360
Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes
3d 3d-vision artificial-intelligence autonomous-driving autonomous-vehicles computer-vision convolutional-neural-networks deep-learning differentiable-rendering implicit-neural-representation nerf neural-fields neural-networks neural-radiance-fields neural-rendering novel-view-synthesis reconstruction residual-networks
Last synced: 09 Apr 2025
https://tobias-kirschstein.github.io/nersemble/
[Siggraph '23] NeRSemble: Neural Radiance Field Reconstruction of Human Heads
3d-deep-learning 3d-face-reconstruction avatars digital-humans dynamic-nerf nerf neural-fields novel-view-synthesis siggraph2023
Last synced: 26 Mar 2025
https://github.com/stevenygd/NFGP
Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.
geometry-processing machine-learning neural-fields neural-network
Last synced: 11 Apr 2025
https://github.com/zubair-irshad/shapo
Pytorch code for ECCV'22 paper. ShAPO: Implicit Representations for Multi-Object Shape, Appearance and Pose Optimization
3d-computer-vision 3d-detection 3d-vision 6dof-pose computer-vision deep-learning implicit-neural-representation implicit-representions neural-fields optimization pose-estimation pytorch robotics scene-understanding shape-reconstruction signed-distance-functions texture-synthesis
Last synced: 05 Sep 2025
https://github.com/cvg/nicer-slam
[3DV'24 Best Paper Honorable Mention] NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM
3d-reconstruction camera-tracking deep-learning monocular-slam neural-fields neural-implicit-representations novel-view-synthesis slam
Last synced: 04 Oct 2025
https://github.com/cvg/emap
[CVPR'24] 3D Neural Edge Reconstruction
3d-reconstruction curves edges lines nerf neural-fields neural-implicit-representations
Last synced: 13 Apr 2025
https://github.com/cvg/nerf-on-the-go
[CVPR'24] NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild
dinov2 dynamic-scenes in-the-wild nerf neural-fields neural-implicit-representations neural-radiance-fields uncertainty
Last synced: 23 Apr 2025
https://github.com/kwea123/coordinate-mlps
Experiments of coordinate MLPs
coordinate-mlp gaussian-activation image-reconstruction neural-fields pytorch-lightning
Last synced: 26 Mar 2025
https://github.com/ShivamDuggal4/TARS3D
Topologically-Aware Deformation Fields for Single-View 3D Reconstruction (CVPR 2022)
3d-reconstruction correspondences cvpr2022 deformations implicit-representions neural-fields single-view-reconstruction topology
Last synced: 08 May 2025
https://github.com/danielegrattarola/ginr
Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).
deep-learning implicit-neural-representation machine-learning neural-fields neurips-2022 pytorch
Last synced: 27 Jul 2025
https://github.com/threedle/3d-paintbrush
Local text-driven editing of 3D shapes with Cascaded Score Distillation
computer-graphics computer-vision deep-learning differentiable-rendering diffusion-models generative-ai machine-learning meshes neural-fields python pytorch research score-distillation texturing
Last synced: 03 Apr 2025
https://github.com/kwea123/miner_pl
Unofficial implementation (replicates paper results!) of MINER: Multiscale Implicit Neural Representations in pytorch-lightning
coordinate-mlp gaussian-activation image-reconstruction miner neural-fields pytorch-lightning
Last synced: 26 Jul 2025
https://github.com/princeton-computational-imaging/SoaP
Official code repository for the paper: "Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography"
depth depth-estimation iphone neural-fields neural-rendering pytorch rgbd
Last synced: 05 May 2025
https://github.com/yinboc/infd
Image Neural Field Diffusion Models, CVPR 2024 (Highlight)
diffusion-models machine-learning neural-fields pytorch
Last synced: 24 Oct 2025
https://github.com/tri-ml/road
ROAD: Learning an Implicit Recursive Octree Auto-Decoder to Efficiently Encode 3D Shapes (CoRL 2022)
3d-deep-learning neural-fields octree pytorch
Last synced: 05 May 2025
https://github.com/famura/neuralfields
A type of potential-based recurrent neural networks implemented with PyTorch
neural-field-model neural-fields pytorch recurrent-neural-network time-series
Last synced: 08 Apr 2026
https://github.com/jejjohnson/nerf4ssh
Neural Fields for Sea Surface Height Interpolation.
fourier-features interpolation machine-learning neural-fields oceanography sea-surface-height siren
Last synced: 19 Mar 2026
https://github.com/appleweiping/inr-aliasing-limits
Learned Nyquist: fundamental aliasing limits of implicit neural representations (IEEE ICASSP SPTM). Achievability + converse, Monte-Carlo-validated, real data both sides.
aliasing fourier-features icassp implicit-neural-representation neural-fields reproducible-research sampling-theory signal-processing
Last synced: 17 Jul 2026
