Hyojin Kim

4 papers · 2015–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICCV (3) CVPR (1)

Top co-authors

Rushil Anirudh (3) Jayaraman J. Thiagarajan (2) K. Aditya Mohan (2) Kyle Champley (2) Timo Bremer (1) Albert W. Reed (1) Suren Jayasuriya (1) Stewart He (1) Peer-Timo Bremer (1) Jiaming Liu (1)

Research topics

Computer Vision (4) Domain-Specific (4) Deep Learning (3) Architectures (2) Processing (2) Machine Learning (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

computed tomography (4) image reconstruction (2) self-supervised learning (1) medical imaging (1) implicit neural representation (1) diffusion model (1) randomized algorithm (1) inverse problem (1) convolutional neural network (1) ensemble method (1) differentiable rendering (1) hypothesis ranking (1) limited-view reconstruction (1) motion field (1) industrial imaging (1) baggage security (1) sinogram completion (1) image segmentation (1) limited angle reconstruction (1) ensemble learning (1)

Papers

DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction ICCV 2023 Dynamic CT Reconstruction From Limited Views With Implicit Neural Representations and Parametric Motion Fields ICCV 2021 Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion CVPR 2018 A Randomized Ensemble Approach to Industrial CT Segmentation ICCV 2015