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scene-representations

Here are 10 public repositories matching this topic...

convolutional_occupancy_networks

autonomousvision / convolutional_occupancy_networks

[ECCV'20] Convolutional Occupancy Networks

surface-reconstruction point-clouds 3d-reconstruction 3d-deep-learning neural-fields eccv-2020 implicit-representions scene-representations

Updated Jul 31, 2023
Python

autonomousvision / monosdf

[NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction

surface-reconstruction sdf 3d-reconstruction implicit-neural-representation scene-representations multi-view-reconstruction multi-resolution-grids

Updated May 7, 2023
Python

ai4ce / MSG

[NeurIPS2024] Multiview Scene Graph (topologically representing a scene from unposed images by interconnected place and object nodes)

computer-vision deep-learning scene-graph multiview visual-navigation scene-representations neurips-2024

Updated Sep 26, 2025
Python

eric-zqwang / CLiFT

Code for paper "CLiFT: Compressive Light-Field Tokens for Compute Efficient and Adaptive Neural Rendering" [NeurIPS 2025 (spotlight)]

novel-view-synthesis scene-representations

Updated Aug 2, 2025
Python

lucidrains / differentiable-SDF-pytorch

Implementation of Differentiable Sign-Distance Function Rendering - in Pytorch

deep-learning artificial-intelligence signed-distance-functions scene-representations

Updated May 9, 2022

lucidrains / holodeck-pytorch

Implementation of a holodeck, written in Pytorch

deep-learning transformers artificial-intelligence hypernetworks denoising-diffusion scene-representations temporal-scene-representations latent-denoising-diffusion

Updated Nov 1, 2023
Python

yklcs / awesome-dynamic-scene-representations

A curated list of resources on dynamic scene representations

awesome computer-vision nerf scene-representations 3d-gaussian-splatting

Updated Apr 9, 2024

saqib1707 / NeRF-Scene-Representation

Implementation of NeRF paper

deep-learning nerf 3d-data neural-radiance-fields scene-representations

Updated Apr 30, 2023
Jupyter Notebook

robo-alex / Stylize-Anything

3D Scene stylization by NeRF and Style Transfer

style-transfer nerf scene-representations

Updated May 14, 2023
Jupyter Notebook

Guru-180188 / NeRF_From_Scratch

This project implements and compares **four neural rendering architectures** on the Tiny NeRF dataset, focusing on improving quality, speed, and training stability. The key innovation is combining **SIREN (Sine-activated networks)** with **Ray Transformers** to achieve state-of-the-art results while maintaining GPU memory efficiency.

computer-vision deep-learning transformers volume-rendering siren attention-mechanism nerf 3d-reconstruction view-synthesis positional-encoding neural-radiance-fields scene-representations implicit-neural-representations

Updated Apr 4, 2026
Jupyter Notebook

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