Bumsoo Kim

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

graph-cnn.pytorch. Pytorch Implementation for Graph Convolutional Neural Networks

fine-tuning.pytorch. Pytorch implementation of fine tuning pretrained imagenet weights

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

graph-tutorial.pytorch. Pytorch Tutorial for Non-Euclidean Graph Representations

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

LSGAN.pytorch. Repository for Pytorch Implementation of Least Squares Generative Adversarial Networks

image-preprocessing. Image pre-processing pipeline

cellnet.pytorch. Repository for Pytorch Implementation of Cell Network 2018

cnn.tensorflow. Repository for image recognition tasks

torch-tutorial. Basic Torch Tutorials for Deep Learning

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

DreamChallenge. Repository for 2016-2017 Dream Challenge

Tensorflow-2.0-tutorial. Tutorials for various CNN models in Tensorflow 2.0

leetcode.example. Codes for leet code examples

DMIS_mammo. Repository for the 2017 Digital Mammography DREAM Challenge