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JaKeoung Koo (jakeoung)

jakeoung

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Company:Gachon University

Home Page:https://sites.google.com/view/jakeoung

Twitter:@JakeoungKoo

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JuliaTomo

JaKeoung Koo's starred repositories

splat-viewer

A viewer and other tools for the taichi-splatting rasterizer.

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Perplexica

Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI

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3D-Half-Gaussian-Splatting

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SOD-CNNs-based-code-summary-

The summary of code and paper for salient object detection with deep learning.

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bits-back

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KG-MM-Survey

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

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2d-gaussian-splatting

[SIGGRAPH'24] 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

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notebooks

code for deep learning courses

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notebooks

Notebooks using the Hugging Face libraries 🤗

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gsplat-pytorch

PyTorch rasterization and projection of gaussian splatting.

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synthetic-data

Generating complex, nonlinear datasets appropriate for use with deep learning/black box models which 'need' nonlinearity


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Python-fo-Natural-Language-Processing

This is the repository for the course Natural Language Processing at Asian Institute of Technology. Covers word vectors, spaCy, PyTorch, HuggingFace.

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tomography_tutorial

A tutorial for Synthetic Aperture Radar Tomography

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taichi-splatting

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NeRP

Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction

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ponita

Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space.

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pixelsplat

[CVPR 2024 Oral, Best Paper Runner-Up] Code for "pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction" by David Charatan, Sizhe Lester Li, Andrea Tagliasacchi, and Vincent Sitzmann

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LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

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litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

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console

MRI4ALL Console software, main repo

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SciencePlots

Matplotlib styles for scientific plotting

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taichi-nerfs

Implementations of NeRF variants based on Taichi + PyTorch

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cheatsheet

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taichi_3d_gaussian_splatting

An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.

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gaussian-splatting-cuda

3D Gaussian Splatting, reimagined: Unleashing unmatched speed with C++ and CUDA from the ground up!

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3d-gaussian-splatting

Implementation for 3d gaussian splatting

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DSS

Differentiable Surface Splatting

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diff-gaussian-rasterization

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gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

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ScoreMatching.jl

Statistical modeling using score matching

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