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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…

Cited by 0SourceScholar
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…

Cited by 0SourceScholar
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…

Cited by 0SourcePDFScholar