Wonseok Roh

5 papers · 2022–2025 · 3 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 · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

CVPR (3) AAAI (1) ICCV (1)

Top co-authors

Sangpil Kim (5) Sang Ho Yoon (3) Hwanhee Jung (3) Giljoo Nam (2) Jinkyu Kim (2) Sujin Jang (1) Wonmin Byeon (1) Innfarn Yoo (1) Hyunje Park (1) Seunggeun Chi (1)

Research topics

Computer Vision (5) Deep Learning (5) Analysis (4) Architectures (4) Machine Learning (3) Artificial Intelligence (2) Core AI (2) Core Methods (2) Generation (2) Application Areas (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

point cloud (2) 3d instance segmentation (2) image generation (1) domain adaptation (1) cross-modal learning (1) bird's eye view (1) edge detection (1) singular value decomposition (1) 3d object detection (1) language model (1) 3d gaussian splatting (1) neural radiance field (1) novel view synthesis (1) latent optimization (1) spatial understanding (1) instance feature (1) 3d scene reconstruction (1) semantic prior (1) multimodal embedding (1) knowledge aggregation (1)

Papers

CATSplat: Context-Aware Transformer with Spatial Guidance for Generalizable 3D Gaussian Splatting from A Single-View Image ICCV 2025 Insightful Instance Features for 3D Instance Segmentation CVPR 2025 CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection AAAI 2024 Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior CVPR 2024 Sound-Guided Semantic Image Manipulation CVPR 2022