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Diffusion-Guided Approaches to Medical Imaging: Enhancing MRI Reconstruction and Cortical Surface Registration File File

Sergey, Pyatkovskiy

Thesis Issue Date2024-08 View89

Diverse spatio-temporal representation learning for dynamic MRI reconstruction File

Baik, Da Young

Thesis Issue Date2024-08 View64

Enhancing Contrail Detection in Satellite Imagery: A Probabilistic Segmentation and Diffusion Models-based Data Augmentation Framework File

Lee, Yejun

Thesis Issue Date2025-02 View82

Enhancing Pruned Weights Trainability via Singular Value Scaling for Generative Model Compression File

Kim, Hyeonjin

Thesis Issue Date2025-02 View82

Human-Object Interaction Detection: A Historical Survey and Development of a Balanced, External Test Dataset File

Park, Gyubin

Thesis Issue Date2025-02 View173

Hybrid video diffusion models with 2D triplane and 3D wavelet representation File

Lee, Haneol

Thesis Issue Date2024-02 View77

Improving Reference-based Super Resolution in Remote Sensing via Domain Matching File

Min, Jeongho

Thesis Issue Date2023-08 View83

Improving Scene Text Generation on Diffusion Model File

Kim, Seojun

Thesis Issue Date2025-02 View93

Language Model based Multi-Modal Content-Aware Layout Generation File

Seol, Jaejung

Thesis Issue Date2025-02 View80

Leveraging B-Spline and Fourier Representations for Enhanced Continuous Spatial Temporal Video Super Resolution File

Kim, Eunjin

Thesis Issue Date2025-02 View95

Motion-based Video Sampling and Cutmix Augmentation for Natural Language-Based Vehicle Retrieval File File

Kim, Dongyoung

Thesis Issue Date2024-08 View83

Multi-concept Alignment and Geometric Integration with Concept-aware Score Distillation in 3D File

Song, Wooseok

Thesis Issue Date2024-08 View84

Privacy-preserving and Efficient Federated Generative Models Using Stochastic Masking File

Seo, Kyeongkook

Thesis Issue Date2025-02 View84

Probabilistic and Interactive model for Mitochondrial Analysis in Complex Electron Microscopy Images File

Jang, Chan

Thesis Issue Date2025-02 View75

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