JC
Jongseong Brad Choi
cs.CVcs.GRcs.ROeess.IVcs.LG3D reconstructioncs.HCcs.SYDeep learningDeep Learning
On Valency
published · living versionsW_z7xsk3ye·v1 · currentpublished
Cost-Aware Stopping for Freeze-Thaw Bayesian Optimization: When Does One-Step Lookahead Suffice?
with Long Vu, Binoy Ravindran, Zhoulai Fu
1 version
Preprints & journals
18 papers in the corpus · 2018–2026Micro-Splatting: Multistage Isotropy-Informed Covariance Regularization Optimization for High-Fidelity 3D Gaussian Splatting.41874987 · Lee, Jee Won, Choi, Jongseong Brad2026 · 1 citationIEEE transactions on visualization and computer graphics. 2026;32(7):6059-6070
Splat2Real: Novel-view Scaling for Physical AI with 3D Gaussian Splatting2603.10638v1 · Hansol Lim, Jongseong Brad Choi2026 · 0 citationsarXiv
Transforming Omnidirectional RGB-LiDAR data into 3D Gaussian Splatting2603.06061v1 · Semin Bae, Hansol Lim, Jongseong Brad Choi2026 · 0 citationsarXiv
TIDI-GS: Floater Suppression in 3D Gaussian Splatting for Enhanced Indoor Scene Fidelity2601.09291v2 · Sooyeun Yang, Cheyul Im, Jee Won Lee et al.2026 · 0 citationsarXiv
SARA: Scene-Aware Reconstruction Accelerator2601.06831v1 · Jee Won Lee, Hansol Lim, Minhyeok Im et al.2026 · 0 citationsarXiv
Hybrid Vision Servoing with Depp Alignment and GRU-Based Occlusion Recovery2510.25233v1 · Jee Won Lee, Hansol Lim, Sooyeun Yang et al.2025 · 0 citationsarXiv
VEGA: Electric Vehicle Navigation Agent via Physics-Informed Neural Operator and Proximal Policy Optimization2509.13386v2 · Hansol Lim, Minhyeok Im, Jonathan Boyack et al.2025 · 0 citationsarXiv
MATT-GS: Masked Attention-based 3DGS for Robot Perception and Object Detection2503.19330v1 · Jee Won Lee, Hansol Lim, SooYeun Yang et al.2025 · 0 citationsarXiv
VISKY: Virtual Inertia Skyhook Control for Semi-Active Suspension Systems Using Magnetorheological Dampers2503.12891v2 · Hansol Lim, Jee Won Lee, Seung-Bok Choi et al.2025 · 1 citationarXiv
EV-PINN: A Physics-Informed Neural Network for Predicting Electric Vehicle Dynamics2411.14691v1 · Hansol Lim, Jee Won Lee, Jonathan Boyack et al.2024 · 1 citationarXiv
3D Reconstruction by Looking: Instantaneous Blind Spot Detector for Indoor SLAM through Mixed Reality2411.12514v1 · Hanbeom Chang, Jongseong Brad Choi, Chul Min Yeum2024 · 0 citationsarXiv
A Practical Gated Recurrent Transformer Network Incorporating Multiple Fusions for Video Denoising2409.06603v1 · Kai Guo, Seungwon Choi, Jongseong Choi et al.2024 · 0 citationsarXiv
LiDAR-3DGS: LiDAR Reinforced 3D Gaussian Splatting for Multimodal Radiance Field Rendering2409.16296v1 · Hansol Lim, Hanbeom Chang, Jongseong Brad Choi et al.2024 · 8 citationsarXiv
Deep learning based approach for automated characterization of large marine microplastic particles.36495654 · Han, Xiao-Le, Jiang, Ning-Jun, Hata, Toshiro et al.2023 · 67 citationsMarine environmental research. 2023;183:105829
Gated Recurrent Unit for Video Denoising2210.09135v1 · Kai Guo, Seungwon Choi, Jongseong Choi2022 · 2 citationsarXiv
Automated Indoor Image Localization to Support a Post-Event Building Assessment.32183201 · Liu, Xiaoyu, Dyke, Shirley J, Yeum, Chul Min et al.2020 · 7 citationsSensors (Basel, Switzerland). 2020;20(6)
Towards fully automated post-event data collection and analysis: pre-event and post-event information fusion1907.05285v1 · Ali Lenjani, Shirley J. Dyke, Ilias Bilionis et al.2019 · 32 citationsarXiv
Computer-Aided Approach for Rapid Post-Event Visual Evaluation of a Building Façade.30205621 · Choi, Jongseong, Yeum, Chul Min, Dyke, Shirley J et al.2018 · 43 citationsSensors (Basel, Switzerland). 2018;18(9)
Career total: 62 works. 18 are in this corpus.
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