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Mingyu Kim's Projects

custom2coco icon custom2coco

Convert custom object detection dataset to coco format

deep_rl icon deep_rl

PyTorch implementations of Deep Reinforcement Learning algorithms (DQN, DDQN, A2C, VPG, TRPO, PPO, DDPG, TD3, SAC, ASAC, TAC, ATAC)

dmcmc icon dmcmc

Official PyTorch implementation of "Denoising MCMC for Accelerating Diffusion-Based Generative Models"

fixmatch-pytorch icon fixmatch-pytorch

Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo contains reproduced checkpoints.

headnerf icon headnerf

This repository contains a pytorch implementation of "HeadNeRF: A Real-time NeRF-based Parametric Head Model (CVPR 2022)".

hpobench icon hpobench

Collection of hyperparameter optimization benchmark problems

mlwm icon mlwm

Meta learning with memorization

prml icon prml

PRMLのアルゴリズムをPythonで実装したサンプルプログラム

r2l icon r2l

[ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis

smac_plus-1 icon smac_plus-1

An open source benchmark for Multi Agent Reinforcement Learning

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