GPT-2 (Language Models are Unsupervised Multitask Learners)

DDPM (Denoising Diffusion Probabilistic Model)

GPT-1 (Improving Language Understanding by Generative Pre-Training)

BERT (Bidirectional Encoder Representations from Transformers)

2024 HAI OT

Convergence of Score Based Generative Modeling and Related Problems

Kalman Filter and Denoising Diffusion Probabilistic Models

Introduction to Probabilistic Modeling and DDPM

2023 고에너지-기계학습 workshop - 12/1 Towards the XAI in HEP

2023 고에너지-기계학습 workshop -12/1 Why autoencoders fail at anomaly detection and what we can do about it

2023 고에너지-기계학습 workshop - 12/1 ML in Generating Monte Carlo Events for High Energy Colliders

2023 고에너지-기계학습 workshop - 12/1 Intentional Blocking of Information Flow for Mass Decorrelation

2023 고에너지-기계학습 workshop - 12/1 Victory of Machine Learning in High Energy Physics

2023 HAI 딥러닝 스터디 1주차

한양대학교 AI 스터디그룹 HAI (2022)

HAI 2021 Project : 2학기 팀별 최종 발표

HAI 2021 Project Seminar : On-device AI Audio Processing

HAI 2021 여름방학 6주차 [NLP기초] : Sequence Modeling Part 2

HAI 2021 여름방학 5주차 [NLP기초] : Sequence Modeling Part 1

HAI 2021 여름방학 3주차 [NLP기초] : Feed Forward Neural Network for NLP

HAI 2021 여름방학 4주차 [NLP기초] : Word Embedding

HAI 2021 여름방학 2주차 [NLP기초] : Perceptron for Sentiment Classification

HAI 2021 여름방학 1주차 [NLP기초] : Intro to NLP and PyTorch

HAI 2021 여름방학 1주차 [RL기초] : Introduction to RL & OpenAI Gym

HAI 2021 1학기 6주차 [ML Basic] : Convolutional Neural Network

HAI 2021 1학기 5주차 [ML Basic] : Multi Layer Perceptron

HAI 2021 1학기 5주차 [KAGGLE STUDY] : NLP Techniques - Word2Vec(Project #2)

HAI 2021 1학기 4주차 [ML Basic] : Logistic Regression

HAI 2021 1학기 2주차 [KAGGLE STUDY] : CNN Techniques(Project #1)

HAI 2021 1학기 1주차 [ML Basic] : Intro to ML