Diffusion Models: From VAEs to DDPM Derivation

A presentation I gave at a YBIGTA. Mathematical derivation of DGM

November 25, 2025 · 14 min · 2818 words · Jungmook Kang

Flamingo: a Visual Language Model for Few-Shot Learning

YBIGTA DS Session 11/25 Presentation

November 25, 2025 · 4 min · 847 words · Jungmook Kang

Generative Adversarial Nets (GAN) 논문 리뷰

YBIGTA DS Session 11/11 Presentation

November 11, 2025 · 10 min · 2023 words · Jungmook Kang

SimCLR 논문 리뷰

YBIGTA 10/28 DS Session Presentation

October 28, 2025 · 7 min · 1435 words · Jungmook Kang

Segment Anything 논문 리뷰

YBIGTA DS Session 09/10 Presentation

September 30, 2025 · 8 min · 1691 words · Jungmook Kang

DETR: End-to-End Object Detection with Transformers

YBIGTA DS 09/23 Session Presentation

September 23, 2025 · 11 min · 2125 words · Jungmook Kang

ResNet - 더 깊은 신경망을 위한 잔차 학습

YBIGTA 09/16 DS Session Presentation

September 16, 2025 · 6 min · 1090 words · Jungmook Kang

Simplifying Neural Nets by Discovering Flat Minima

05/15 ITML Lab meeting

May 15, 2025 · 9 min · 1878 words · Jungmook Kang

Transformer: Attention부터 BERT까지

YBIGTA 04/01 DS Session Presentation. Attention, Transformer, and BERT step-by-step.

April 1, 2025 · 9 min · 1799 words · Jungmook Kang