Wing-2021-AI-Winter-PR

Introduction

AI Winter PR studygroup's repository.

• We will read papers listed in Papers You Must Read , made by prof. Pilsung Kang.
• One person will review one paper per week.
• Recommanded presentation time : 10-20 minutes

Week 1 (1/6(WED) , 20:30 )

Presenter	Paper	Journal
Yeonhyuk Kim	(Hackathon)
Hanse Kim	Isolation Forest	IEEE ICDM 2009
Junyeong Yoon	Random Forest	Machine Learning 2001
Junmyeong Lee	Adam: A Method for Stochastic Optimization	ICLR 2015

Week 2 (1/13(WED) , 20:30 )

Presenter	Paper	Journal
Yeonhyuk Kim	Overfeat: Intergrated recognition, localization and detection using convolutional networks	arxiv 2013
Hanse Kim	Generative Adversarial Networks	NIPS 2014
Junyeong Yoon	Dropout: A Simple Way to Prevent Neural Networks from Overfitting	Journal of Machine Learning Research 2014
Junmyeong Lee	U-Net: Convolutional Networks for Biomedical Image Segmentation	MICCAI 2015

Week 3 (1/20(WED) , 20:30 )

Presenter	Paper	Journal
Yeonhyuk Kim	ResNet Series	CVPR 2016, ECCV 2016
Hanse Kim	Evolving Neural Networks through Augmenting Topologies	MIT Press 2002
Junyeong Yoon	ImageNet Classification with Deep Convolutional Neural Networks	NIPS 2012
Junmyeong Lee	Ssd: Single shot multibox detector	ECCV 2016

Week 4 (2/3(WED) , 20:30 )

Presenter	Paper	Journal
Hanse Kim	LSTM : A Search Space Odyssey	IEEE TNNLS 2015
Junyeong Yoon	Going deeper with convolutions	ICCV 2015
Junmyeong Lee	Efficient Estimation of Word Representations in Vector Space	arxiv 2013