Code for database and frontend of webpage for Neural Fields in Visual Computing and Beyond.

Overview

Neural Fields in Visual Computing—Complementary Webpage

This is based on the amazing MiniConf project from Hendrik Strobelt and Sasha Rush—thank you!

Citation

If you find our project helpful, please cite our review paper:

@article{xie2021neuralfield,
    title = {Neural Fields in Visual Computing and Beyond},
    author = {Yiheng Xie and Towaki Takikawa and Shunsuke Saito and Or Litany and Shiqin Yan and Numair Khan
    and Federico Tombari and James Tompkin and Vincent Sitzmann and Srinath Sridhar},
    booktitle = {ArXiv Pre-print},
    year = {2021} 
}

Adding a paper—How To

See our website instructions

Website Team—Get Started on Development

> pip install -r requirements.txt
> make run

When you are ready to deploy run make freeze to get a static version of the site in the build folder.

Deploying to Github

  • Define two command-line variables GH_TOKEN and GH_REF. GH_TOKEN is your Github personal access token, and will look like username:token. GH_REF is the location of this repo, e.g., $> export GH_REF=github.com/brownvc/neural-fields-review.
  • DO NOT add GH_TOKEN to the Makefile—this is your personal access token and should be kept private. Hence, declare a temporary command line variable using export.
  • Commit any changes. Any uncommited changes will be OVERWRITTEN!
  • Execute make deploy.
  • That's it. The page is now live here.

Tour

The repo contains:

  1. Datastore sitedata/

Collection of CSV files representing the papers, speakers, workshops, and other important information for the conference.

  1. Routing main.py

One file flask-server handles simple data preprocessing and site navigation.

  1. Templates templates/

Contains all the pages for the site. See base.html for the master page and components.html for core components.

  1. Frontend static/

Contains frontend components like the default css, images, and javascript libs.

  1. Scripts scripts/

Contains additional preprocessing to add visualizations, recommendations, schedules to the conference.

  1. For importing calendars as schedule see scripts/README_Schedule.md

Extensions

MiniConf is designed to be a completely static solution. However it is designed to integrate well with dynamic third-party solutions. We directly support the following providers:

  • Rocket.Chat: The chat/ directory contains descriptions for setting up a hosted Rocket.Chat instance and for embedding chat rooms on individual paper pages. You can either buy a hosted setting from Rocket.chat or we include instructions for running your own scalable instance through sloppy.io.

  • Auth0 : The code can integrate through Auth0.com to provide both page login (through javascript gating) and OAuth SSO with Rocket Chat. The documentation on Auth0 is very easy to follow, you simply need to create an Application for both the MiniConf site and the Rocket.Chat server. You then enter in the Client keys to the appropriate configs.

  • SlidesLive: It is easy to embedded any video provider -> YouTube, Vimeo, etc. However we have had great experience with SlidesLive and recommend them as a host. We include a slideslive example on the main page.

  • PDF.js: For conferences that use posters it is easy to include an embedded pdf on poster pages. An example is given.

You might also like...
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Code in both PyTorch and TensorFlow

Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context This repository contains the code in both PyTorch and TensorFlow for our paper

An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates neural fields, predictive coding, top-down-bottom-up, and attention (consensus between columns)

GLOM - Pytorch (wip) An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates neural fields, predictive coding,

[ICCV'21] UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction
[ICCV'21] UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Project Page | Paper | Supplementary | Video This reposit

Pytorch implementation for A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose
Pytorch implementation for A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose

A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose Paper | Website | Data A-NeRF: Articulated Neural Radiance F

PyTorch implementation of paper
PyTorch implementation of paper "Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes", CVPR 2021

Neural Scene Flow Fields PyTorch implementation of paper "Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes", CVPR 20

(Arxiv 2021) NeRF--: Neural Radiance Fields Without Known Camera Parameters

NeRF--: Neural Radiance Fields Without Known Camera Parameters Project Page | Arxiv | Colab Notebook | Data Zirui Wang¹, Shangzhe Wu², Weidi Xie², Min

Unofficial & improved implementation of NeRF--: Neural Radiance Fields Without Known Camera Parameters
Unofficial & improved implementation of NeRF--: Neural Radiance Fields Without Known Camera Parameters

[Unofficial code-base] NeRF--: Neural Radiance Fields Without Known Camera Parameters [ Project | Paper | Official code base ] ⬅️ Thanks the original

Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields.
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields.

This repository contains the code release for Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields. This implementation is written in JAX, and is a fork of Google's JaxNeRF implementation. Contact Jon Barron if you encounter any issues.

This repository contains a PyTorch implementation of
This repository contains a PyTorch implementation of "AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis".

AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis | Project Page | Paper | PyTorch implementation for the paper "AD-NeRF: Audio

Comments
  • Explore functionality?

    Explore functionality?

    Your paper and webpage are a much-needed contribution to the Neural Rendering field.

    I would like to suggest a functionality that I miss very much in your page: an exploration functionality. When one first browses the webpage there are no papers on display, and the search box user-experience assumes the user already knows what they are looking for. It would be great if the page had a view with the latest/most-cited, papers, or an initial network view, etc.

    opened by sergiobdrl 1
  • Implemented new features based on feedback

    Implemented new features based on feedback

    • Add quick link to project page and talk video in paper's card
    • Add button for copying a single paper's bibtex
    • Add button for downloading all bibtex of papers being filtered out
    • Add venue filter
    • Changed date filter input to month only
    • Renamed leaderboard to statistics
    • Prettified bibtex display in papers' detail pages
    opened by player-eric 0
Owner
Brown University Visual Computing Group
Brown University Visual Computing Group
Open source repository for the code accompanying the paper 'Non-Rigid Neural Radiance Fields Reconstruction and Novel View Synthesis of a Deforming Scene from Monocular Video'.

Non-Rigid Neural Radiance Fields This is the official repository for the project "Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synt

Facebook Research 296 Dec 29, 2022
This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

Deformable Neural Radiance Fields This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies. Project Page Paper Video This codebase conta

Google 1k Jan 9, 2023
Code for KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs

KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Check out the paper on arXiv: https://arxiv.org/abs/2103.13744 This repo cont

Christian Reiser 373 Dec 20, 2022
Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

Depth-supervised NeRF: Fewer Views and Faster Training for Free Project | Paper | YouTube Pytorch implementation of our method for learning neural rad

null 524 Jan 8, 2023
This repository contains the source code for the paper "DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks",

DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks Project Page | Video | Presentation | Paper | Data L

Facebook Research 281 Dec 22, 2022
This is the code for "HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields".

HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields This is the code for "HyperNeRF: A Higher-Dimensional

Google 702 Jan 2, 2023
This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Project Page | Paper | Supplementary | Video | Slides | Blog | Talk If

null 1.1k Dec 30, 2022
Code release for NeRF (Neural Radiance Fields)

NeRF: Neural Radiance Fields Project Page | Video | Paper | Data Tensorflow implementation of optimizing a neural representation for a single scene an

null 6.5k Jan 1, 2023
A static analysis library for computing graph representations of Python programs suitable for use with graph neural networks.

python_graphs This package is for computing graph representations of Python programs for machine learning applications. It includes the following modu

Google Research 258 Dec 29, 2022
Code Repo for the ACL21 paper "Common Sense Beyond English: Evaluating and Improving Multilingual LMs for Commonsense Reasoning"

Common Sense Beyond English: Evaluating and Improving Multilingual LMs for Commonsense Reasoning This is the Github repository of our paper, "Common S

INK Lab @ USC 19 Nov 30, 2022