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Jonggeon Park

3 accepted papers

2026

ForestPersons: A Large-Scale Dataset for Under-Canopy Missing Person Detection

ICLR 2026poster

Detecting missing persons in forest environments remains a challenge, as dense canopy cover often conceals individuals from detection in top-down or oblique aerial imagery typically captured by Unmanned Aerial Vehicles (UAVs). While UAVs are effective for covering large, inaccessible areas, their ae…

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2025

Axial Neural Networks for Dimension-Free Foundation Models

NeurIPS 2025spotlight

The advent of foundation models in AI has significantly advanced general-purpose learning, enabling remarkable capabilities in zero-shot inference and in-context learning. However, training such models on physics data, including solutions to partial differential equations (PDEs), poses a unique chal…

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2025

Ensemble Distribution Distillation via Flow Matching

ICML 2025poster

Neural network ensembles have proven effective in improving performance across a range of tasks; however, their high computational cost limits their applicability in resource-constrained environments or for large models. Ensemble distillation, the process of transferring knowledge from an ensemble t…

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