Ilkka Polonen

3 papers · 2025–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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

Venues

MICCAI (2) WACV (1)

Top co-authors

Qi Xu (2) Fengyu Cong (2) Qibin Zhang (2) Xinyu Hao (2) Hongming Xu (2) Eija Honkavaara (1) Julius Pesonen (1) Lauri Markelin (1) Xiaofeng Wang (1) Anna-Maria Raita-Hakola (1)

Research topics

Artificial Intelligence (1) Computer Vision (1) Machine Learning (1) Robotics (1) Analysis (1) Application Areas (1) Capabilities (1) Domain-Specific (1) Learning Paradigms (1)

Keywords

zero-shot learning (1) semantic segmentation (1) knowledge distillation (1) unmanned aerial vehicle (1) real-time detection (1) real-time segmentation (1) uav detection (1) wildfire detection (1) smoke segmentation (1)

Papers

Detecting Wildfires on UAVs with Real-Time Segmentation Trained by Larger Teacher Models WACV 2025 Dual Selective Gleason Pattern-Aware Multiple Instance Learning for Grade Group Prediction in Histopathology Images MICCAI 2025 Predicting Radiation Therapy Response based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI MICCAI 2025