Hyomin Kim

6 papers · 2021–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

CVPR (2) EMNLP (1) ICCV (1) ICML (1) NeurIPS (1)

Top co-authors

Sungsoo Ahn (2) Yunhui Jang (2) Seungyong Lee (2) Donghwan Chi (1) Jaesik Park (1) Sungwoong Kim (1) Yongjin Kim (1) Junseok Kwon (1) Yucheol Jung (1) Jaewon Kam (1)

Research topics

Deep Learning (5) Computer Vision (3) Machine Learning (3) Architectures (3) Artificial Intelligence (2) Core AI (2) Core Methods (2) Models (2) Computer Science (1) Analysis (1) Application Areas (1) Applications (1) Generation (1) Learning Types (1) Optimization & Theory (1)

Keywords

depth map (2) 3d reconstruction (1) molecular optimization (1) manifold learning (1) preference optimization (1) point cloud (1) text-to-image generation (1) regression (1) surface reconstruction (1) sparse regularization (1) riemannian geometry (1) convolutional neural network (1) stochastic differential equation (1) tool use (1) multimodal large language model (1) object hallucination (1) mesh processing (1) multi-layer perceptron (1) geodesic distance (1) super resolution (1)

Papers

OSPO: Object-Centric Self-Improving Preference Optimization for Text-to-Image Generation CVPR 2026 MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization EMNLP 2025 Discontinuity-preserving Normal Integration with Auxiliary Edges CVPR 2024 Hybrid Neural Representations for Spherical Data ICML 2024 Riemannian Neural SDE: Learning Stochastic Representations on Manifolds NeurIPS 2022 Deep Virtual Markers for Articulated 3D Shapes ICCV 2021