Seokeon Choi

Computer Science · Physical Sciences

14h-index2.3kcitations39works0.02yr avg
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Research Topics

Video Surveillance and Tracking Methods(13), Human Pose and Action Recognition(10), Domain Adaptation and Few-Shot Learning(10), Advanced Neural Network Applications(8), Advanced Image and Video Retrieval Techniques(8)

Publications37 total

Steering Guidance for Personalized Text-to-Image Diffusion Models
arXiv (Cornell University)·2025Open Access
Memory-Efficient Personalization of Text-to-Image Diffusion Models via Selective Optimization Strategies
arXiv (Cornell University)·2025Open Access
From Wardrobe to Canvas: Wardrobe Polyptych LoRA for Part-level Controllable Human Image Generation
arXiv (Cornell University)·2025Open Access
MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans
arXiv (Cornell University)·2025Open Access
Feature Diversification and Adaptation for Federated Domain Generalization
Lecture notes in computer science·2024
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
arXiv (Cornell University)·2024Open Access
Feature Diversification and Adaptation for Federated Domain Generalization
arXiv (Cornell University)·2024Open Access
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
2024
Neural Transformation Network to Generate Diverse Views for Contrastive Learning
2023· 3 cited
Progressive Random Convolutions for Single Domain Generalization
2023· 46 cited
Progressive Random Convolutions for Single Domain Generalization
arXiv (Cornell University)·2023· 1 citedOpen Access
Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes
arXiv (Cornell University)·2022· 2 citedOpen Access
Learning to Discriminate Information for Online Action Detection: Analysis and Application
IEEE Transactions on Pattern Analysis and Machine Intelligence·2022· 6 cited
Improving Test-Time Adaptation Via Shift-Agnostic Weight Regularization and Nearest Source Prototypes
Lecture notes in computer science·2022· 44 cited
Just a Few Points are All You Need for Multi-view Stereo: A Novel Semi-supervised Learning Method for Multi-view Stereo
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 7 cited
Learning to Discriminate Information for Online Action Detection: Analysis and Application
arXiv (Cornell University)·2021Open Access
MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices
2021· 54 cited
Meta Batch-Instance Normalization for Generalizable Person Re-Identification
2021· 163 cited
Few-shot Open-set Recognition by Transformation Consistency
2021· 53 cited
Few-shot Open-set Recognition by Transformation Consistency
arXiv (Cornell University)·2021· 6 citedOpen Access
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Frequent Co-authors

Changick Kim(22), Taekyung Kim(12), Sungrack Yun(11), Youngeun Kim(7), Minki Jeong(7), Sumin Lee(6), Sungha Choi(6), Debasmit Das(5), Seung-Han Yang(4), Jonghee Kim(3), Hyunsin Park(3), Seunghan Yang(3), Hankyeol Lee(3), Sunghyun Park(3), Seunghyeon Kim(2), Alexander G. Hauptmann(2), Junhyun Lee(2), Ning Wang(2), Hyoungseob Park(2), Sungrack Yun(2)