Study group

2024

TEAMLAB RA 2024

ML study 2024

DL Study (24 Winter)

Frontend Study

Diffusion Study

Build automation system Study

2023

SLACK 자동화 Study (with Python)

ChatGPT for Devlelopers

2023 SME SW Bootcamp

Data-Handling

Blender Study

ML study 2023

Generative AI Study

DL Study (23 Summer)

Generative Agent for Patent Infringement Detection

2022

DL Study

Unity Study 하반기

SME SW Bootcamp

Teamlab 인턴쉽 2022

Unity Study 상반기

RL Study

ML study

Kaggle Workshop

Python study group

2021

Transformers for NLP

AIOps

Journal club

Journal club Study

Basic papers

• PageRank
• t-SNE
• XGBoost

Deep NLP core

• Seq2Seq-2014
• Seq2Seq_with_attention-2016
• Transformer-2017
• ELMO-2017
• [GPT-2018]
• [BERT-2018]
• [RoBERT-2018]
• [GPT2-2019]

GANs

Must-Read Papers on GANs

• [GAN-2015]
• [DCGAN-2016] Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks [ICLR 2016]
• [CycleGAN-2017] Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
• [Pix2Pix-2016]
• [StyleGAN-2018]

Transformer-family

• TabTransformer
• LongTransformer
• [VisionTransformer-2020]
• [Transformer is All You Need]
• [Graph-Transformer-2019]

NLP applications with DL

• DeText