Mingyu Kim

3 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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

Venues

AISTATS (1) ICLR (1) ICML (1)

Top co-authors

Se-Young Yun (2) Jongwoo Ko (1) Mijung Park (1) Kim Jun-Seong (1) Kyeong Ryeol Go (1) Jin-Hwa Kim (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Machine Learning (2) Architectures (2) Computer Vision (1) Analysis (1) Bayesian & Probabilistic (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

bayesian inference (1) prompt learning (1) vision-language model (1) neural radiance field (1) progressive training (1) residual connection (1) permutation invariance (1) context embedding (1) neural process (1) stochastic attention (1) coordinate network (1) multiplane representation (1) pólya-gamma augmentation (1) logit prior (1) tensorial feature (1)

Papers

Bayesian Principles Improve Prompt Learning In Vision-Language Models AISTATS 2025 Synergistic Integration of Coordinate Network and Tensorial Feature for Improving Neural Radiance Fields from Sparse Inputs ICML 2024 Neural Processes with Stochastic Attention: Paying more attention to the context dataset ICLR 2022