AiRLab. Research Blog

Artificial intelligence and Robotics Laboratory

  • Home
  • Professor
  • About
  • Notice
  • Paper-review
  • Lecture
  • Github
Notice

2019년 2학기 정기 상담(2차) 안내

한밭대학교 정기상담 안내

AiRLab. AiRLab. 1 min read
Paper-review

CAM: Learning Deep Features For Discriminative Localization

안녕하세요 AiRLab 박주희입니다. 오늘 소개할 논문은 Learning Deep Features For Discriminative Localization 으로 CAM이라고도 불리며,CVPR2016 에서 소개된 논문입니다.

Juhui Park Juhui Park 3 min read
Paper-review

Delving Deep into Rectifiers Surpassing Human-Level Performance on Imagenet Classification

안녕하세요 AiRLab 박주희입니다. 오늘 소개할 논문은 Delving Deep into Rectifiers Surpassing Human-Level Performance on Imagenet Classification (https://arxiv.org/pdf/1502.01852.pdf)이며, ICCV2015에서 소개된 논문입니다.

Juhui Park Juhui Park 2 min read
Paper-review

Exploring Randomly Wired Neural Networks for Image Recognition

안녕하세요 AiRLab 이상우입니다. 이번에 읽어본 논문은 Exploring Randomly Wired Neural Networks for Image Recognition 으로 Network Architecture 를 Random 하게 만들어보면 어떨까? 하는 생각을 가진 논문입니다.

Sangwoo Lee Sangwoo Lee 3 min read
Paper-review

DeepLabV2

DeepLabV2 리뷰

Hyeoncheol Noh Hyeoncheol Noh 2 min read
Paper-review

PSPNET

PSPNET 리뷰

Hyeoncheol Noh Hyeoncheol Noh 2 min read
Paper-review

Mixup: BEYOND EMPIRICAL RISK MINIMIZATION

Mixup: BEYOND EMPIRICAL RISK MINIMIZATION Review

Daehan Kim Daehan Kim 3 min read
Paper-review

Manifold Mixup: Better Representations by Interpolating Hidden States

Manifold Mixup: Better Representations by Interpolating Hidden States 리뷰

Minseok Seo Minseok Seo 2 min read
Paper-review

Batch Normalization-Accelerating Deep Network Training by Reducing Internal Covariate Shift

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Hyeyun Kang Hyeyun Kang 2 min read
Paper-review

Shake-Shake regularization

Shake-Shake regularization 리뷰

Minseok Seo Minseok Seo 2 min read
Paper-review

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

안녕하세요. AiRLab(한밭대학교 인공지능 및 로보틱스 연구실) 이재민입니다! 오늘 소개할 논문은 GCNet으로 (arXiv:1904.11492)으로 이번 ICCV 2019 워크숍에서 소개가 되었던 논문입니다.

Jaemin Lee Jaemin Lee 2 min read
Paper-review

SlowFast Network for Video Recognition

안녕하세요? 이번에 SlowFast 논문 Review를 하게된 AirLab 이상우입니다.

Sangwoo Lee Sangwoo Lee 3 min read
Paper-review

Transfer learning

Transfer learning 리뷰

Hyeoncheol Noh Hyeoncheol Noh 1 min read
Paper-review

Non-local Neural Networks

안녕하세요. AiRLab(한밭대학교 인공지능 및 로보틱스 연구실) 이재민입니다! 오늘 소개할 논문은 Non-local Neural Networks (arXiv:1711.07971)이며, CVPR2018에서 소개된 논문입니다.

Jaemin Lee Jaemin Lee 1 min read
Paper-review

Fast-R-CNN

Fast-R-CNN Review

Daehan Kim Daehan Kim 2 min read
Paper-review

R-CNN

R-CNN Review

Daehan Kim Daehan Kim 2 min read
Paper-review

Mean teachers are better role models

Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results

Jaemin Lee Jaemin Lee 1 min read
Paper-review

R(2+1)D

A Closer Look at Spatiotemporal Convolutions for Action Recognition 리뷰

Minseok Seo Minseok Seo 3 min read
Paper-review

Unified Perceptual Parsing for Scene Understanding

Unified Perceptual Parsing for Scene Understanding Understanding

Soyeol Lee Soyeol Lee 4 min read
Paper-review

Group Normalization

Group Normalization 리뷰

Minseok Seo Minseok Seo 2 min read
Paper-review

ResNeXt:Aggregated Residual Transformations for Deep Neural Networks

ResNeXt:Aggregated Residual Transformations for Deep Neural Networks

Soyeol Lee Soyeol Lee 2 min read
Paper-review

Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset

Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset 리뷰

Minseok Seo Minseok Seo 3 min read
Paper-review

Relational Knowledge Distillation

Relational Knowledge Distillation

Jaemin Lee Jaemin Lee 1 min read
Paper-review

Bag of Tricks

Bag of Tricks for Image Classification with Convolutional Neural Networks 리뷰

Minseok Seo Minseok Seo 4 min read
Paper-review

DenseNet

DenseNet: Densely Connected Convolutional Networks

Jaemin Lee Jaemin Lee 1 min read
Paper-review

MobileNetV2

MobileNetV2 : Inverted Residuals and Linear Bottlenecks 리뷰

Minseok Seo Minseok Seo 3 min read
Paper-review

Wide Residual Networks

Wide Residual Networks

Jaemin Lee Jaemin Lee 1 min read
AiRLab. Research Blog © 2019
Proudly published with Jekyll & GitHub Pages using Jasper2
Latest Posts Ghost