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intersection of computer vision and machine learning with a focus on generative models and multimodal understanding full bio i received my m s degree from seoul national university advised by jaesik park and was honored with the best thesis award during my master s i worked as a research scientist intern at microsoft research asia with chong luo and qi dai i earned my b s in electrical engineering and computer science from gwangju institute of science and technology gist during my bachelor s i was fortunate to be advised by jonghyun choi at seoul national university and jeany son at postech i was also a recipient of the presidential science scholarship hide full bio latest news 2026 06 two papers about image and video editing and generation have been accepted to eccv 2026 2026 04 a paper about 4d reconstruction has been accepted to siggraph 2026 2026 04 i will join adobe research this summer as a research scientist intern 2026 01 a paper has been accepted to icassp 2026 2025 09 started my ph d at seoul national university and a research scientist internship at sony research 2025 08 received my m s degree honored with the best thesis award 2025 06 two papers have been accepted to iccv 2025 2025 04 released a preprint on subject driven video customization more news all news latest paper releases learning zero shot subject driven video generation using 1 compute eccv 2026 new rcedit 500k reference completion for image conditioned image editing eccv 2026 new 4d human scene reconstruction from low overlap captures acm siggraph 2026 new a comprehensive ecosystem for open domain customized video generation icassp 2026 new online generic event boundary detection iccv 2025 exploring multimodal diffusion transformers for enhanced prompt based image editing iccv 2025 improving editability in image generation with layer wise memory cvpr 2025 more publications all publications vitæ full cv in pdf adobe research jul 2026 expected research scientist intern mentors duygu ceylan tuanfeng y wang image and video diffusion models sony ai sep 2025 mar 2026 research scientist intern mentors takashi shibuya masato ishii efficient image and video editing seoul national university sep 2025 present ph d student advisor jaesik park computer vision generative models and multimodal understanding microsoft research asia sep 2024 mar 2025 research scientist intern mentors chong luo qi dai subject driven customization and open domain customized video generation seoul national university sep 2023 aug 2025 m s in artificial intelligence advisor jaesik park best master s thesis award gwangju institute of science and technology gist gist mar 2019 aug 2023 b s in electrical engineering and computer science magna cum laude full experience timeline 2026 2025 2024 2023 news jun 2026 two papers accepted to eccv 2026 details two papers about image and video customization rcedit 500k and learning zero shot subject driven video generation using 1 compute have been accepted to eccv 2026 apr 2026 paper accepted to siggraph 2026 details 4d human scene reconstruction from low overlap captures has been accepted to siggraph 2026 los angeles apr 2026 joining adobe research details i will be joining adobe research this summer as a research scientist intern at the london office jan 2026 paper accepted to icassp 2026 details a paper about open domain customized video generation has been accepted to icassp 2026 barcelona sep 2025 started ph d and sony research internship details i started the ph d program at snu cse and began an internship at sony research aug 2025 m s graduation and best thesis award details i graduated from seoul national university with an m s degree and received the best thesis award jun 2025 two papers accepted to iccv 2025 details two papers about video understanding and prompt based image editing have been accepted to iccv 2025 apr 2025 video customization preprint released details video customization preprint released with learning zero shot subject driven video generation using 1 compute feb 2025 paper accepted to cvpr 2025 details a paper about image editing in diffusion models has been accepted to cvpr 2025 nashville sep 2024 started internship at microsoft research asia details i started a research scientist internship at microsoft research asia working on video generative models feb 2024 paper accepted to cvpr 2024 details a paper about dynamic channel sampling for deep learning architectures has been accepted to cvpr 2024 seattle sep 2023 started m s at seoul national university details i started the master s program at seoul national university aug 2023 b s graduation from gist details i graduated from gist with a b s degree honored with magna cum laude jul 2023 paper accepted to iccv 2023 details a paper about story visualization with online text augmentation and context memory has been accepted to iccv 2023 paris explore internships undergraduate education awards experience research internships adobe research research scientist intern at adobe research jul 2026 expected hosted by duygu ceylan tuanfeng y wang details upcoming research internship at adobe research focusing on diffusion models for image and video generation sony research research scientist intern at sony ai sep 2025 mar 2026 hosted by takashi shibuya masato ishii details worked on efficient methods for image and video editing with an emphasis on practical generative editing pipelines microsoft research asia research scientist intern at visual computing group sep 2024 mar 2025 hosted by chong luo qi dai details investigated video generative models subject driven customization and practical systems for open domain customized video generation this work led to an icassp 2026 paper and the eccv 2026 paper learning zero shot subject driven video generation using 1 compute undergraduate research experience gist cv lab virl lab undergraduate researcher jul 2020 aug 2023 advisors jonghyun choi jeany son now snu mpr lab and postech cv lab details built an early research foundation in computer vision visual recognition video understanding and generative modeling published multiple domestic conference and journal papers through ksc kimst and the journal of kiise along with international conference papers including iccv 2025 and iccv 2023 i was grateful to collaborate closely with yeonsik jo now at lg ai research daechul ahn now at snu mpr lab hyungrok jung now at postech cv lab seunggyun lim now at postech cv lab education seoul national university ph d student sep 2025 present advisor jaesik park m s sep 2023 aug 2025 best thesis award details master s thesis advancing image editing through layer wise memory in diffusion the thesis studied controllable image editing in diffusion models through layer wise memory mechanisms and was recognized with the best master s thesis award thesis link will be added later university of california berkeley exchange program jun 2021 dec 2021 details took upper division and theory oriented coursework including eecs 126 convex optimization cs 70 and discrete mathematics along with related courses in probability algorithms and computer science foundations gwangju institute of science and technology gist b s in electrical engineering and computer science aug 2023 magna cum laude details graduated 2nd in the department of electrical engineering and computer science and received magna cum laude honors coursework and undergraduate research focused on machine learning computer vision and systems foundations honors and awards aug 2025 best master s thesis award seoul national university gsai thesis advancing image editing through layer wise memory in diffusion feb 2025 award for outstanding poster presentation ipiu 2025 37th workshop on image processing and image understanding 층위별 메모리를 활용한 이미지 편집 개선 기법 aug 2023 magna cum laude gwangju institute of science and technology gist mar 2021 aug 2023 presidential science scholarship full tuition and stipend of 5 000 per year 150 students selected nationally jun 2021 dec 2021 scholarship for study abroad program full support of expenses 24 000 stipend for uc berkeley exchange program years all 2026 2025 2024 2023 publications indicates equal contribution indicates corresponding authors selected all learning zero shot subject driven video generation using 1 compute daneul kim jingxu zhang wonjoon jin sunghyun cho qi dai jaesik park chong luo eccv 2026 new paper code project details tl dr generates videos of a user specified subject with no per subject tuning by separating identity injection from subject images and motion learning from unrelated videos matching prior zero shot methods at roughly 1 of the compute rcedit 500k reference completion for image conditioned image editing jingxu zhang daneul kim yueming pan dong chen kai qiu yang liu yifan yang qi dai xiaoyan sun and chong luo eccv 2026 new paper coming soon code dataset details tl dr a large open dataset for reference image guided editing built via reference completion automatically synthesizing the missing reference for existing text edit triplets to yield 477k input reference instruction target quadruplets across six edit categories 4d human scene reconstruction from low overlap captures minhyuk hwang sangmin kim seunguk do daneul kim and jaesik park acm siggraph 2026 new paper coming soon project details tl dr reconstructs dynamic 3d humans and their surrounding scene over time from only a few low overlap cameras using camera controlled video diffusion to synthesize dense novel views and reconstructing background and people separately with cross view tracking a comprehensive ecosystem for open domain customized video generation jingxu zhang yuqian hong daneul kim kai qiu qi dai jianmin bao yifan yang xiaoyan sun chong luo icassp 2026 new paper code dataset project details tl dr tackles open domain customized video generation synthesizing videos of user specified subjects across arbitrary domains with an end to end ecosystem spanning data model and evaluation qualitative comparison a dog on top of a purple rug in a forest reference videobooth blip diff ip adapter ms diff ominictrl ours customdit rightmost best preserves subject identity while generating natural dynamic videos online generic event boundary detection hyung rok jung daneul kim seunggyun lim jeany son jonghyun choi iccv 2025 paper code coming soon project details tl dr introduces online event boundary detection for streaming video unlike prior methods that need the whole clip with an event segmentation theory inspired model estimator that flags boundaries where its frame predictions diverge from what actually happens exploring multimodal diffusion transformers for enhanced prompt based image editing joonghyuk shin alchan hwang yujin kim daneul kim jaesik park iccv 2025 paper code project details tl dr editing methods built for u net diffusion fail on multimodal diffusion transformers mm dit this work analyzes mm dit s text image attention to build an editing method handling global to local edits across mm dit variants including few step models improving editability in image generation with layer wise memory daneul kim jaeah lee jaesik park cvpr 2025 paper code project details tl dr supports long multi step image edits by storing past edits in a layer wise memory with background consistency guidance and multi query disentanglement so objects can be added or removed with rough masks while keeping earlier edits intact pick or mix dynamic channel sampling for convnets ashish kumar daneul kim jaesik park laxmidhar behera cvpr 2024 paper code details tl dr replaces costly 1 1 channel squeeze layers in convnets by splitting channels into subsets and dynamically picking per pixel based on the input about 25 faster at comparable accuracy and reusable as a downscaler and dynamic pruner story visualization by online text augmentation with context memory daechul ahn daneul kim gwangmo song seung hwan kim honglak lee dongyeop kang jonghyun choi iccv 2023 paper code project details tl dr generates coherent image sequences from multi sentence stories using a context memory module that propagates information across frames and an online text augmentation scheme that creates pseudo descriptions during training improving long term consistency explore teaching talks reviewing academic service teaching assistant spring 2026 introduction to machine learning seoul national university summer 2025 creating images using generative ai samsung data scientist academy samsung electronics summer 2025 generative ai capstone project hd hyundai fall 2023 generative artificial intelligence seoul national university spring 2021 object oriented programming gist invited talks aug 2025 recent trends on visual generation from basics to application snu medical vision lab seoul national university hospital snuh apr 2025 improving editability in image generation with layer wise memory snu ai institute brown bag seminar reviewer services reviewer cvpr 2026 iclr 2026 eccv 2026 neurips 2026 tpami 2026 siggraph asia 2026 program committee sbp brims 2026 contact email links lab location contact feel free to reach out for research discussions collaboration ideas or anything related to visual generation and multimodal learning email carpedkm at snu dot ac dot kr links linkedin google scholar github lab location 650 ho 303 dong 1 gwanak ro gwanak gu seoul republic of korea zip 08826 in korean 대한민국 서울특별시 관악구 관악로 1 303동 650호 agi 컴퓨팅 파운데이션 클러스터 you can also reach out to my advisor jaesik park for any collaboration categories writing archive blog studio posts published notes stay public the private writing studio now uses the shared admin session and the unified mac backend gateway published writing archive browse the current post archive and published long form notes from the dedicated blog backend open archive admin blog studio sign in draft posts publish entries and manage the local writing backend without touching other services open private studio private project login explore leaderboard private projects pocketchat pocket log blog studio demo services project project access private projects are locked guest mode log out leaderboard introduction to machine learning leaderboard 2026 03 present submission and ranking dashboard for the 2026s introduction to machine learning assignment open leaderboard private project pocketchat 2026 04 present telegram like web chat hosted on the mac mini with a single shared admin account and one managed gateway entrypoint open pocketchat private project login private project pocket log 2026 04 present private group daily video check ins with same moment multi view slots invite only sharing and an end of day recap built for close circles open pocket log private project login private project blog studio 2026 04 present private writing studio backed by the mac mini now routed through the same managed gateway as the other private services open blog studio private project 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