Hello, I'm Jiwon Kang

I am an Integrated M.S./Ph.D. student at KAIST AI (Kim Jaechul Graduate School of AI), advised by Seungryong Kim (CVLAB). My research focuses on generative models — particularly diffusion- and flow-based methods — and their applications across vision, 3D, and multimodal domains. I am broadly interested in Diffusion & Generative AI (guidance, sampling, image/audio generation), 3D Vision (novel view synthesis, NeRF, Gaussian Splatting), and Unified Multimodal Models.

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News

Experience

Kakao, Seoul
Research Intern  ·  Worked on Exploring Whisper as a Continuous Tokenizer for Text-to-Speech
Mar – May 2026

Publications

* denotes equal contribution.  ·  † denotes corresponding author.

2026

APPLE: Attribute-Preserving Pseudo-Labeling for Diffusion-Based Face Swapping

NEW !
APPLE: Attribute-Preserving Pseudo-Labeling for Diffusion-Based Face Swapping

Jiwon Kang*, Yeji Choi*, JoungBin Lee, Wooseok Jang, Jinhyeok Choi, Taekeun Kang, Yongjae Park, Myungin Kim, Seungryong Kim†
CVPR

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A Noise is Worth Diffusion Guidance

A Noise is Worth Diffusion Guidance

Donghoon Ahn*, Jiwon Kang*, Sanghyun Lee, Jaewon Min, Wooseok Jang, Minjae Kim, Hyungwon Cho, Sayak Paul, SeonHwa Kim, Eunju Cha†, Kyong Hwan Jin†, Seungryong Kim†
ICLR

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2025

Where and How to Perturb: On the Design of Perturbation Guidance in Diffusion and Flow Models

Where and How to Perturb: On the Design of Perturbation Guidance in Diffusion and Flow Models

Donghoon Ahn*, Jiwon Kang*, Sanghyun Lee, Minjae Kim, Wooseok Jang, Jaewon Min, Sangwu Lee, Sayak Paul, Seungryong Kim†
NeurIPS

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Self-Evolving Neural Radiance Fields

Self-Evolving Neural Radiance Fields

Jaewoo Jung*, Jisang Han*, Jiwon Kang*, Seongchan Kim, Min-Seop Kwak, Seungryong Kim†
ICCVW

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Preprints & Under Review

Exploring Whisper as a Continuous Tokenizer for Text-to-Speech

Exploring Whisper as a Continuous Tokenizer for Text-to-Speech

Jiwon Kang, Heeji Yoon, Woo-Young Kang, Sunghun Kang, Jihwan Eom, Jaeyeol Jeon, Byungseok Roh, Seungryong Kim†
Under Review Work done at Kakao

Work done during a research internship at Kakao.

Transferability Between Understanding and Generation in Unified Multimodal Models

Transferability Between Understanding and Generation in Unified Multimodal Models

Jiwon Kang*, Heeji Yoon*, Jaewoo Jung, Jaewon Min, Minkyeong Jeon, Biyeon Hwang, Sangwon Jung, Seungryong Kim†
Under Review

RAIN-GS: Relaxing Accurate Initialization Constraint for 3D Gaussian Splatting

RAIN-GS: Relaxing Accurate Initialization Constraint for 3D Gaussian Splatting

Jaewoo Jung*, Jisang Han*, Honggyu An*, Jiwon Kang*, Seonghoon Park*, Seungryong Kim†
arXiv 350+ Stars

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