Wonbong Jang (Won)'s repositories

code-nerf

Official repository for CodeNeRF

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nvist_official

(CVPR 2024) NViST: In the wild New View Synthesis from a Single Image with Transformers

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colorization

Sampling Using Neural Network - Colorization

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grn

Graph Recurrent Networks

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mnist_wgan_gp

WGAN-GP for MNIST

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awesome-NeRF

A curated list of awesome neural radiance fields papers

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bundle-adjusting-NeRF

BARF: Bundle-Adjusting Neural Radiance Fields šŸ¤® (ICCV 2021 oral)

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FLAME_PyTorch

This is a implementation of the 3D FLAME model in PyTorch

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HashNeRF-pytorch

Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/

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implicit-slam

Dense SLAM with an Implicit Neural Representation

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mipnerf

My implementation of Mip-NeRF

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ml-topics-colab

Colab Notebooks covering some ML(CV) topics

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N3F

Official PyTorch Implementation of Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations

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nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

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NSVF

Open source code for the paper of Neural Sparse Voxel Fields.

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plenoctree

PlenOctrees: NeRF-SH Training & Conversion

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prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

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rl-code

Python Implementation of Reinforcement Learning: An Introduction

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svox2

Plenoxels: Radiance Fields without Neural Networks, Code release WIP

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TensoRF

[ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields

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ucl-prism-cs-cluster

Example scripts for incomming MSc students.

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vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

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