Wanmo Kang

Joined

July 2019

Names

Wanmo Kang

Emails

****@kaist.edu (Confirmed)

,

****@kaist.ac.kr (Confirmed)

Personal Links

Career & Education History

Professor

Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2007 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Paul Glasserman

2001 – 2005

Expertise

optimization

Present

Publications

Diffusion Adaptive Text Embedding for Text-to-Image Diffusion Models
Byeonghu Na, Minsang Park, Gyuwon Sim, Donghyeok Shin, HeeSun Bae, Mina Kang, Se Jung Kwon, Wanmo Kang, Il-chul Moon
- NeurIPS 2025 poster
- Readers: Everyone
Distilling Dataset into Neural Field
Donghyeok Shin, HeeSun Bae, Gyuwon Sim, Wanmo Kang, Il-chul Moon
- ICLR 2025 Poster
- Readers: Everyone
Diffusion Rejection Sampling
Byeonghu Na, Yeongmin Kim, Minsang Park, Donghyeok Shin, Wanmo Kang, Il-chul Moon
- ICML 2024 Poster
- Readers: Everyone
Training Unbiased Diffusion Models From Biased Dataset
Yeongmin Kim, Byeonghu Na, Minsang Park, JoonHo Jang, Dongjun Kim, Wanmo Kang, Il-chul Moon
- ICLR 2024 poster
- Readers: Everyone
Label-Noise Robust Diffusion Models
Byeonghu Na, Yeongmin Kim, HeeSun Bae, Jung Hyun Lee, Se Jung Kwon, Wanmo Kang, Il-chul Moon
- ICLR 2024 poster
- Readers: Everyone
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models
Dongjun Kim, Yeongmin Kim, Se Jung Kwon, Wanmo Kang, Il-chul Moon
- ICML 2023 OralPoster
- Readers: Everyone
SAAL: Sharpness-Aware Active Learning
Yoon-Yeong Kim, Youngjae Cho, JoonHo Jang, Byeonghu Na, Yeongmin Kim, Kyungwoo Song, Wanmo Kang, Il-chul Moon
- ICML 2023 Poster
- Readers: Everyone
SAAL: Sharpness-Aware Active Learning
Yoon-Yeong Kim, JoonHo Jang, Byeonghu Na, Yeongmin Kim, Kyungwoo Song, Wanmo Kang, Il-chul Moon
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Maximum Likelihood Training of Implicit Nonlinear Diffusion Model
Dongjun Kim, Byeonghu Na, Se Jung Kwon, Dongsoo Lee, Wanmo Kang, Il-chul Moon
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
High Precision Score-based Diffusion Models
Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-chul Moon
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone

View all 11 publications

Co-Authors