Bumsoo (Ben) Kim

I'm actively seeking a research scientist position for alternative military service! for Fall 2026

I am a ML-aided visual computing researcher—computer vision, computer graphics, and generative AI. My academic footprints cross 2D/3D editing, multimodal generation, and neural rendering system for entertainment fields.

- Selected Publications
- All (Chronological)

Selected Publications

	Sounds That Shape: Audio-Driven 3D Mesh Generation with Attribute-Decoupled Score Distillation Sampling Bumsoo Kim, Sanghyun Seo ICASSP, 2026 Project webpage \| PDF (Soon) Code (Soon)
	Make VLM Recognize Visual Hallucination or Cartoon Character Image with Pose Information Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Yonghoon Jung, Sanghyun Seo WACV, 2025 Project webpage \| PDF Chatgpt Demo HuggingFace Dataset
	ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer Bumsoo Kim, Abdul Muqeet, Kyuchul Lee, Sanghyun Seo CVPR AI4CC Workshop, 2024 Project webpage \| PDF
	Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Wonseop Shin, Sareer UI Amin, Sanghyun Seo NeurIPS ML4CD Workshop (Oral), 2023 Project webpage \| PDF

All (Chronological)
TBD

3D Data

	Taming Gaussian Densification in Score Distillation Sampling for High-Fidelity Text-to-3D Generation Bumsoo Kim, Junghun Ryu, Sanghyun Seo CGI, 2026 (Under review) PDF (Soon) Code (Soon)
	Sounds That Shape: Audio-Driven 3D Mesh Generation with Attribute-Decoupled Score Distillation Sampling Bumsoo Kim, Sanghyun Seo ICASSP, 2026 Project webpage \| PDF (Soon) Code (Soon)
	MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation YoonJe Kang, Yonghoon Jung, Wonseop Shin, Bumsoo Kim, Sanghyun Seo AAAI GoodData Workshop (Oral), 2025 Project webpage \| PDF

Photos

	VideoTimeTravel: high-fidelity face re-aging diffusion models for production video Bumsoo Kim, Yunyoung Nam, Sanghyun Seo Visual Computer (IF:2.9), 2026 Project webpage \| PDF
	ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer Bumsoo Kim, Abdul Muqeet, Kyuchul Lee, Sanghyun Seo CVPR AI4CC Workshop, 2024 Project webpage \| PDF
	Video Face Re-Aging: Toward Temporally Consistent Face Re-Aging Abdul Muqeet, Kyuchul Lee, Bumsoo Kim, Yohan Hong, Hyungrae Lee, Woonggon Kim, KwangHee Lee arXiv, 2023 Project webpage \| PDF

Arts & Gaming

	How Generative Models Serve as Visual Artists for Creative Interpolation Bumsoo Kim, Yoonje Kang, Sanghyun Seo CVPR Workshop, 2026 (Under review)
	Learning Pose‑to‑Semantic for 3D Anamorphic Art based on 2D Diffusion Guidance Bumsoo Kim MS Thesis, 2026 PDF (Soon)
	Make VLM Recognize Visual Hallucination or Cartoon Character Image with Pose Information Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Yonghoon Jung, Sanghyun Seo WACV, 2025 Project webpage \| PDF Chatgpt Demo HuggingFace Dataset
	Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Wonseop Shin, Sareer UI Amin, Sanghyun Seo NeurIPS ML4CD Workshop (Oral, Top 8.7%), 2023 Project webpage \| PDF

Real-world

	EfficientNetV2-based dynamic gesture recognition using transformed scalogram from triaxial acceleration signal Bumsoo Kim, Sanghyun Seo JCDE (IF:4.9), 2023
	Intelligent Digital Human Agent Service With Deep Learning Based-Face Recognition Bumsoo Kim, Sanghyun Seo IEEE Access (IF:3.9), 2022

Biography (2026)

Bumsoo Kim received the BSc and MSc in art and technology from Chung-Ang University, South Korea, in 2023, 2026. He worked for machine learning algorithm and its industrial system with ETRI, VIVE STUDIOS, and Boeing Research & Technology, South Korea. His research areas include generative models and their applications on computer graphics.

Academic lineage

(2026) MSc at Chung-Ang University with Sanghyun Seo.
(2025) Research intern with Hyeokjoon Kwon, Hyebin Cho, Hwiyeon Yoo and Junghyun Oh at the Boeing Research and Technology.
(2024) Research intern with Abdul Muqeet, Kyuchul Lee and Kwang Hee Lee at the VIVE STUDIOS.
(2023) BSc at Chung-Ang University with Sanghyun Seo.
(2021) Research intern at ETRI.

Shadow-Art Object Creation Tool | MS Thesis (2026)

3D generative models. TBD

Dynamic Projection Mapping | BS Graduation Exhibition (2023)

Computer vision technics + RGB-D camera
I developed a vision system that captures movable objects in real-time. To do that, I integrate RGB-D camera and video projector with GPU-accelerated Just-In-Time compiler on python interface. For visual contents, I optimized YOLACT model with arbitrary neural style transfer in edge devices.

My Official Code Implementation

TBD

My Unofficial Code Implementation

EffectiveResolutionEstimation (2024)

PixelCycleGAN (2023)

CycleGAN (2023)

My Stable Maintenance Version from Official Repo

FADING (2024~)

	Sounds That Shape: Audio-Driven 3D Mesh Generation with Attribute-Decoupled Score Distillation Sampling Bumsoo Kim, Sanghyun Seo ICASSP, 2026 Project webpage \| PDF (Soon) Code (Soon)
	Make VLM Recognize Visual Hallucination or Cartoon Character Image with Pose Information Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Yonghoon Jung, Sanghyun Seo WACV, 2025 Project webpage \| PDF Chatgpt Demo HuggingFace Dataset
	ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer Bumsoo Kim, Abdul Muqeet, Kyuchul Lee, Sanghyun Seo CVPR AI4CC Workshop, 2024 Project webpage \| PDF
	Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application Bumsoo Kim, Sanghyun Byun, Yonghoon Jung, Wonseop Shin, Sareer UI Amin, Sanghyun Seo NeurIPS ML4CD Workshop (Oral), 2023 Project webpage \| PDF

Bumsoo Kim

AI + Graphics Researcher

Contact