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Changwoon Choi's Projects

aim icon aim

Aim — a super-easy way to record, search and compare AI experiments

aitviewer icon aitviewer

A set of tools to visualize and interact with sequences of 3D data.

blenderproc icon blenderproc

A procedural Blender pipeline for photorealistic training image generation

cl2020 icon cl2020

repository for Computer Listening 2020 Assignments

clevr-dataset-gen icon clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

diffvg icon diffvg

Differentiable Vector Graphics Rasterization

egonerf icon egonerf

Official implementation of Balanced Spherical Grid for Egocentric View Synthesis (CVPR 2023)

ibl-nerf icon ibl-nerf

Official implementation of IBL-NeRF: Image-Based Lighting Formulation of Neural Radiance Fields (Computer Graphics Forum, Pacific Graphics 2023)

instant-ngp icon instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

invrender icon invrender

Code for "Modeling Indirect Illumination for Inverse Rendering", CVPR 2022

mitsuba3 icon mitsuba3

Mitsuba 3: A Retargetable Forward and Inverse Renderer

mixvoxels icon mixvoxels

ICCV2023 (Oral) MixVoxels https://arxiv.org/abs/2212.00190

ml2020 icon ml2020

Project page for 'The Methodology for Stereo Image Learning Representation'. (Machine Listening 2020 Fall)

mlfinal icon mlfinal

2020 Spring Machine Learning Final Project

monosdf icon monosdf

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

nerf-pytorch icon nerf-pytorch

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

nerf-slam icon nerf-slam

Real-Time Dense Monocular SLAM with Neural Radiance Fields. https://arxiv.org/abs/2210.13641 + Sigma-Fusion: Probabilistic Volumetric Fusion for Dense Monocular SLAM https://arxiv.org/abs/2210.01276

nerfactor icon nerfactor

Neural Factorization of Shape and Reflectance Under an Unknown Illumination

nvdiffrec icon nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

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