Tags

• Architecture 12
• Unsupervised Learning 11
• Programmers Lv 1 10
• Programmers Lv 2 10
• Baekjoon 8
• Theory 6
• Semi-supervised 4
• Visualizing 2
• Self Training 2
• Augmentation 2
• CodePlus 2
• Training 1
• Segmentation 1
• Style Transfer 1
• Reconstruction 1

Architecture

Fastformer: Additive Attention Can Be All You Need

Updated: September 10, 2021

3 minute read

CoAtNet: Marrying Convolution and Attention for All Data Sizes

Updated: August 24, 2021

5 minute read

Not All Images are Worth 16x16 Words: Dynamic Vision Transformers with Adaptive Sequence Length

Updated: July 8, 2021

5 minute read

Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

Updated: July 2, 2021

4 minute read

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Updated: June 29, 2021

5 minute read

Densely Connected Convolutional Networks

Updated: March 10, 2020

6 minute read

FitNets: Hints for Thin Deep Nets

Updated: February 27, 2020

6 minute read

Training Very Deep Networks

Updated: February 26, 2020

6 minute read

Very Deep Convolutional Networks For Large-Scale Image Recognition

Updated: February 24, 2020

5 minute read

Deep Residual Learning for Image Recognition

Updated: February 24, 2020

6 minute read

Going deeper with convolutions

Updated: February 24, 2020

7 minute read

ImageNet Classification with Deep Convolutional Neural Networks

Updated: February 24, 2020

5 minute read

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Unsupervised Learning

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning(2020)

Updated: July 29, 2020

4 minute read

Deep Clustering for Unsupervised Learning of Visual Features

Updated: May 29, 2020

8 minute read

Unsupervised Feature Learning via Non-Parametric Instance Discrimination

Updated: April 27, 2020

7 minute read

Learning Representations by Maximizing Mutual Information Across Views

Updated: April 16, 2020

6 minute read

Momentum Contrast for Unsupervised Visual Representation Learning

Updated: April 9, 2020

6 minute read

A Simple Framework for Contrastive Learning of Visual Representations

Updated: March 26, 2020

4 minute read

Data-Efficient Image Recognition With Contrastive Predictive Coding

Updated: March 23, 2020

4 minute read

Revisiting Self-Supervised Visual Representation Learning

Updated: March 18, 2020

5 minute read

Self-Supervised Learning of Pretext-Invariant Representations

Updated: March 17, 2020

9 minute read

Unsupervised Representation Learning By Predicting Image Rotations

Updated: March 12, 2020

6 minute read

Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles

Updated: March 2, 2020

8 minute read

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Programmers Lv 1

파이썬 문제: 4/4

Updated: April 4, 2020

9 minute read

파이썬 문제: 4/3

Updated: April 3, 2020

6 minute read

파이썬 문제: 4/1

Updated: April 1, 2020

1 minute read

파이썬 문제: 3/31

Updated: March 31, 2020

2 minute read

파이썬 문제: 3/30

Updated: March 30, 2020

3 minute read

파이썬 문제: 3/29

Updated: March 29, 2020

4 minute read

파이썬 문제: 3/27

Updated: March 27, 2020

2 minute read

파이썬 문제: 3/26

Updated: March 26, 2020

1 minute read

파이썬 문제: 3/25

Updated: March 25, 2020

3 minute read

파이썬 문제: 3/24

Updated: March 24, 2020

2 minute read

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Programmers Lv 2

파이썬 문제: 4/14

Updated: April 14, 2020

3 minute read

파이썬 문제: 4/13

Updated: April 13, 2020

1 minute read

파이썬 문제: 4/12

Updated: April 13, 2020

3 minute read

파이썬 문제: 4/11

Updated: April 12, 2020

2 minute read

파이썬 문제: 4/10

Updated: April 10, 2020

2 minute read

파이썬 문제: 4/9

Updated: April 9, 2020

2 minute read

파이썬 문제: 4/8

Updated: April 8, 2020

2 minute read

파이썬 문제: 4/7

Updated: April 7, 2020

4 minute read

파이썬 문제: 4/6

Updated: April 6, 2020

4 minute read

파이썬 문제: 4/5

Updated: April 5, 2020

1 minute read

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Baekjoon

백준 1106: 호텔

Updated: September 9, 2021

2 minute read

백준 1303: 전쟁 - 전투

Updated: September 8, 2021

2 minute read

백준 1325: 효율적인 해킹

Updated: September 6, 2021

3 minute read

백준 1405: 미친 로봇

Updated: September 2, 2021

3 minute read

백준 1167: 트리의 지름

Updated: September 1, 2021

3 minute read

백준 1103: 게임

Updated: August 27, 2021

2 minute read

백준 1043: 거짓말

Updated: August 26, 2021

2 minute read

백준 1182: 부분수열의 합

Updated: August 25, 2021

1 minute read

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Theory

Fast and Accurate Model Scaling

Updated: September 8, 2021

5 minute read

CoAtNet: Marrying Convolution and Attention for All Data Sizes

Updated: August 24, 2021

5 minute read

Early Convolutions Help Transformers See Better

Updated: August 13, 2021

3 minute read

Sharpness-Aware Minimization for efficiently improving generalization

Updated: August 10, 2021

6 minute read

When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations

Updated: July 30, 2021

5 minute read

Deep Double Descent: Where Bigger Models and More Data Hurt

Updated: June 8, 2021

5 minute read

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Semi-supervised

Unsupervised Data Augmentation for Consistency Training(2019)

Updated: January 14, 2021

3 minute read

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning(2017)

Updated: January 13, 2021

3 minute read

Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results(2017)

Updated: January 11, 2021

1 minute read

Temporal Ensembling For Semi-Supervised Learning(2016)

Updated: January 9, 2021

2 minute read

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Visualizing

Visualizing the Loss Landscape of Neural Nets

Updated: August 1, 2021

9 minute read

Attention Branch Network: Learning of Attention Mechanism for Visual Explanation

Updated: May 5, 2020

6 minute read

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Self Training

Rethinking Pre-training and Self-training(2020)

Updated: July 13, 2020

3 minute read

Self-training with Noisy Student improves ImageNet classification(2019)

Updated: July 8, 2020

4 minute read

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Augmentation

RandAugment: Practical automated data augmentation with a reduced search space

Updated: June 24, 2021

5 minute read

AutoAugment: Learning Augmentation Strategies from Data

Updated: June 23, 2021

5 minute read

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CodePlus

코딩 테스트 준비-기초: 수학

Updated: September 15, 2021

2 minute read

코딩 테스트 준비-기초: 주의사항

Updated: September 14, 2021

less than 1 minute read

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Training

Large Batch Training of Convolutional Networks

Updated: March 31, 2020

4 minute read

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Segmentation

U-Net: Convolutional Networks for Biomedical Image Segmentation

Updated: May 11, 2020

3 minute read

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Style Transfer

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models

Updated: June 12, 2020

8 minute read

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Reconstruction

Deep Image Prior(2017)

Updated: June 18, 2020

1 minute read

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