الباحثون

Jae Wan Park

المنشورات 2

نسخة أولية وصول مفتوح

On the Necessity of Attention-FFN Split in Vision Transformers

Junhyeok Kim, Jinyeong Kim, Jae Wan Park وآخرون · 2026

The standard Transformer architecture relies on a rigid pattern that alternates Attention and Feed-Forward Network (FFN) layers. Despite its widespread adoption, the inductive bias imposed by this strict separation has not been systematically examined. In this work, we investigate the necessity of the Attention-FFN dic …

نسخة أولية وصول مفتوح

SatUnreal: A High-Precision Synthetic Dataset for Satellite Stereo Matching via Unreal Engine

Han-Gyeol Kim, Jae Wan Park, Junmin Park وآخرون · 2026

3D reconstruction from satellite imagery is essential for large-scale topographic analysis, yet the lack of high-fidelity training datasets with accurate occlusion labels remains a primary bottleneck. Existing benchmarks, such as US3D and WHU-Stereo, face inherent challenges in spatio-temporal mismatch -- environmental …

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