Min-Seop Kwak

4 papers · 2023–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (2) ICLR (1) NeurIPS (1)

Top co-authors

Seungryong Kim (4) Jiuhn Song (2) Wooseok Jang (2) Junyoung Seo (2) Jaehoon Ko (1) Inès Hyeonsu Kim (1) Seonghoon Park (1) Jin-Hwa Kim (1) Junho Kim (1) Hyeonsu Kim (1)

Research topics

Computer Vision (4) Deep Learning (3) Machine Learning (3) Analysis (3) Generation (2) Models (2) Artificial Intelligence (1) Application Areas (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

neural radiance field (3) depth estimation (2) geometric consistency (2) variational objective (1) text-to-3d generation (1) novel view synthesis (1) score distillation sampling (1) view synthesis (1) depth map (1) feature-level regularization (1) score distillation (1) monocular depth (1) sparse view (1) 3d consistency (1) retrieval augmented (1) geometry consistency (1) geometry distillation (1) geometric robustness (1) few-shot learning (1) text-to-3d (1)

Papers

Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation ICLR 2024 Retrieval-Augmented Score Distillation for Text-to-3D Generation ICML 2024 DäRF: Boosting Radiance Fields from Sparse Input Views with Monocular Depth Adaptation NeurIPS 2023 GeCoNeRF: Few-shot Neural Radiance Fields via Geometric Consistency ICML 2023