Bumsoo Kim (meliketoy)

meliketoy

Geek Repo

Company:@LG AI Research

Location:South Korea

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Bumsoo Kim's repositories

wide-resnet.pytorch

Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch

Language:PythonLicense:MITStargazers:396Issues:13Issues:13

graph-cnn.pytorch

Pytorch Implementation for Graph Convolutional Neural Networks

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fine-tuning.pytorch

Pytorch implementation of fine tuning pretrained imagenet weights

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gradcam.pytorch

Pytorch Implementation of Visual Explanations from Deep Networks via Gradient-based Localization

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graph-tutorial.pytorch

Pytorch Tutorial for Non-Euclidean Graph Representations

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wide-residual-network

Wide-residual network implementations. Best result for cifar10(97.12%), cifar100(84.12%), and other kaggle challenges

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LSGAN.pytorch

Repository for Pytorch Implementation of Least Squares Generative Adversarial Networks

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image-preprocessing

Image pre-processing pipeline

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cellnet.pytorch

Repository for Pytorch Implementation of Cell Network 2018

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cnn.tensorflow

Repository for image recognition tasks

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torch-tutorial

Basic Torch Tutorials for Deep Learning

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DMIS_mammo

Repository for the 2017 Digital Mammography DREAM Challenge

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DreamChallenge

Repository for 2016-2017 Dream Challenge

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HOTR

Official repository for HOTR: End-to-End Human-Object Interaction Detection with Transformers (CVPR'21, Oral Presentation)

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leetcode.example

Codes for leet code examples

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Tensorflow-2.0-tutorial

Tutorials for various CNN models in Tensorflow 2.0

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bumsoo.install

Install notes for private computers

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detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

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mmdetection

Open MMLab Detection Toolbox and Benchmark

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pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

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qpic

Repo for CVPR2021 paper "QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information"

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SLIP

Code release for SLIP Self-supervision meets Language-Image Pre-training

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