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Showing results 1 to 23 of 23

Thesis
A Simple Yet Effective Region-based Quantization on Convolutional Neural Networks
  • Namho Kwon
  • 2022
  • Namho Kwon. (2022). A Simple Yet Effective Region-based Quantization on Convolutional Neural Networks. doi: 10.22677/thesis.200000597054
  • DGIST
  • View : 248
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Thesis
A Study on the Generality of a DNN-Based Monocular Depth Estimation
  • Jinwoo Bae
  • 2023
  • Jinwoo Bae. (2023). A Study on the Generality of a DNN-Based Monocular Depth Estimation. doi: 10.22677/THESIS.200000653335
  • DGIST
  • View : 101
  • Download : 0
Thesis
ABCD : Arbitrary Bitwise Coefficient for Dequantization
  • Woo Kyoung Han
  • 2024
  • Woo Kyoung Han. (2024). ABCD : Arbitrary Bitwise Coefficient for Dequantization. doi: 10.22677/THESIS.200000725860
  • DGIST
  • View : 139
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An Algorithm for Local Dynamic Map Generation for Safe UAV Navigation

Thesis
An Algorithm for Local Dynamic Map Generation for Safe UAV Navigation
  • Jin-Woo Lee
  • 2021
  • Jin-Woo Lee. (2021). An Algorithm for Local Dynamic Map Generation for Safe UAV Navigation. doi: 10.22677/thesis.200000497146
  • DGIST
  • View : 185
  • Download : 127
Thesis
Burst Image Denoising and Demosaicing using Generative Models based on Unsupervised Learning
  • SeonHwa Kim
  • 2023
  • SeonHwa Kim. (2023). Burst Image Denoising and Demosaicing using Generative Models based on Unsupervised Learning. doi: 10.22677/THESIS.200000658438
  • DGIST
  • View : 354
  • Download : 0
Thesis
Catheter Localization and Tracking using Convolutional Neural Networks with Generative Modeling
  • Ihsan Ullah
  • 2023
  • Ihsan Ullah. (2023). Catheter Localization and Tracking using Convolutional Neural Networks with Generative Modeling. doi: 10.22677/THESIS.200000653296
  • DGIST
  • View : 232
  • Download : 0

Domain Adaptation for Semantic Segmentation of Aerial Images with Adversarial Attack

Thesis
Domain Adaptation for Semantic Segmentation of Aerial Images with Adversarial Attack
  • Younghwan Na
  • 2021
  • Younghwan Na. (2021). Domain Adaptation for Semantic Segmentation of Aerial Images with Adversarial Attack. doi: 10.22677/thesis.200000361817
  • DGIST
  • View : 267
  • Download : 120
Thesis
Enhanced Image Stitching using Recurrent Elastic Warps and High-Definition Neural Imaging
  • Minsu Kim
  • 2023
  • Minsu Kim. (2023). Enhanced Image Stitching using Recurrent Elastic Warps and High-Definition Neural Imaging. doi: 10.22677/THESIS.200000684911
  • DGIST
  • View : 156
  • Download : 0
Thesis
Enhanced Monocular 3D Object Detection with Metric Learning
  • Mingyu Shin
  • 2024
  • Mingyu Shin. (2024). Enhanced Monocular 3D Object Detection with Metric Learning. doi: 10.22677/THESIS.200000798001
  • DGIST
  • View : 110
  • Download : 0
Thesis
Fine-Tuning Deep Learning Network for Multi-Domain and Multi-Task Applications
  • Kyungsu Lee
  • 2023
  • Kyungsu Lee. (2023). Fine-Tuning Deep Learning Network for Multi-Domain and Multi-Task Applications. doi: 10.22677/THESIS.200000655257
  • DGIST
  • View : 279
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Thesis
High Quality 3D Reconstruction from Multiple Images
  • Kyumin Hwang
  • 2022
  • Kyumin Hwang. (2022). High Quality 3D Reconstruction from Multiple Images. doi: 10.22677/thesis.200000593272
  • DGIST
  • View : 217
  • Download : 0
Thesis
Image Denoising Networks based on the Attention Mechanism for the Enhancement of Natural and Medical Images
  • Haeyun Lee
  • 2022
  • Haeyun Lee. (2022). Image Denoising Networks based on the Attention Mechanism for the Enhancement of Natural and Medical Images. doi: 10.22677/thesis.200000596374
  • DGIST
  • View : 406
  • Download : 0
Thesis
Improving the Accuracy of Precision Switchable Neural Networks with Feature-based Knowledge Distillation
  • Seungpyo Lee
  • 2024
  • Seungpyo Lee. (2024). Improving the Accuracy of Precision Switchable Neural Networks with Feature-based Knowledge Distillation. doi: 10.22677/THESIS.200000729552
  • DGIST
  • View : 131
  • Download : 0
Thesis
LOIC: LiDAR Object Focused Image Classification for 3D Object Detection
  • Junyoung Yun
  • 2023
  • Junyoung Yun. (2023). LOIC: LiDAR Object Focused Image Classification for 3D Object Detection. doi: 10.22677/THESIS.200000685434
  • DGIST
  • View : 165
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Thesis
Multi Contour-Aware SAM: Multi Contour-Layer Guided SAM for Histology Image Nuclei Instance Segmentation
  • Hyun Namgung
  • 2025
  • Hyun Namgung. (2025). Multi Contour-Aware SAM: Multi Contour-Layer Guided SAM for Histology Image Nuclei Instance Segmentation. doi: 10.22677/THESIS.200000828459
  • DGIST
  • View : 162
  • Download : 0
Thesis
Performance Improvement of Camera Lane Detection Network Using Image Pre-processing and Polynomial Regression
  • Jungeun Kim
  • 2023
  • Jungeun Kim. (2023). Performance Improvement of Camera Lane Detection Network Using Image Pre-processing and Polynomial Regression. doi: 10.22677/THESIS.200000659476
  • DGIST
  • View : 139
  • Download : 0
Thesis
Post-hoc Analysis of Trained Classification Models for Interpretability
  • Jaemyeong Eo
  • 2021
  • Jaemyeong Eo. (2021). Post-hoc Analysis of Trained Classification Models for Interpretability. doi: 10.22677/thesis.200000368542
  • DGIST
  • View : 237
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Thesis
Precise Nuclei Segmentation and Classification for Enhanced Tumor Microenvironment Analysis in H&E Histopathology Images
  • Luna Acevedo Miguel Andres
  • 2024
  • Luna Acevedo Miguel Andres. (2024). Precise Nuclei Segmentation and Classification for Enhanced Tumor Microenvironment Analysis in H&E Histopathology Images. doi: 10.22677/THESIS.200000798186
  • DGIST
  • View : 80
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Thesis
Revisiting Masked Image Modeling with Standardized Color Space for Domain Generalized Fundus Photography Classification
  • Eojin Jang
  • 2025
  • Eojin Jang. (2025). Revisiting Masked Image Modeling with Standardized Color Space for Domain Generalized Fundus Photography Classification. doi: 10.22677/THESIS.200000828469
  • DGIST
  • View : 2875
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Thesis
Text-driven Target-Oriented Style Transfer
  • Jongmin Gim
  • 2025
  • Jongmin Gim. (2025). Text-driven Target-Oriented Style Transfer. doi: 10.22677/THESIS.200000839872
  • DGIST
  • View : 40
  • Download : 0
Thesis
Unsupervised Domain Adaptation for Visual Perception in Various Environments
  • Changjae Kim
  • 2023
  • Changjae Kim. (2023). Unsupervised Domain Adaptation for Visual Perception in Various Environments. doi: 10.22677/THESIS.200000653655
  • DGIST
  • View : 116
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Thesis
Video Instance Segmentation using Knowledge Distillation
  • Hojin Kim
  • 2023
  • Hojin Kim. (2023). Video Instance Segmentation using Knowledge Distillation. doi: 10.22677/THESIS.200000653859
  • DGIST
  • View : 121
  • Download : 0
Thesis
Weakly Supervised Representation Learning for Histopathology Image Analysis
  • Philip Chikontwe
  • 2023
  • Philip Chikontwe. (2023). Weakly Supervised Representation Learning for Histopathology Image Analysis. doi: 10.22677/THESIS.200000652733
  • DGIST
  • View : 228
  • Download : 0
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