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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 View105

Diverse spatio-temporal representation learning for dynamic MRI reconstruction File

Thesis Issue Date2024-08 View71

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

Thesis Issue Date2025-02 View85

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

Thesis Issue Date2025-02 View85

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

Thesis Issue Date2025-02 View210

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

Thesis Issue Date2024-02 View80

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

Thesis Issue Date2023-08 View107

Improving Scene Text Generation on Diffusion Model File

Thesis Issue Date2025-02 View100

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

Thesis Issue Date2025-02 View83

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

Thesis Issue Date2025-02 View124

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

Thesis Issue Date2024-08 View89

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

Thesis Issue Date2024-08 View95

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

Seo, Kyeongkook

Thesis Issue Date2025-02 View87

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

Thesis Issue Date2025-02 View86

Reliable and Interpretable Evaluation in Deep Representational Models File

Thesis Issue Date2026-02 View16

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