Umit Ogras

2 papers · 2022–2023 · 2 venues · across top CS/AI venues

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Achievements

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

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Toygun Basaklar (1) Sizhe An (1) Yin Li (1) Suat Gumussoy (1)

Research topics

Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Analysis (1) Applications (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

sample efficiency (1) action recognition (1) multimodal learning (1) depth estimation (1) human pose estimation (1) sensor fusion (1) 3d pose estimation (1) continuous control (1) multi-objective reinforcement learning (1) pareto front (1) inertial sensor (1) action detection (1) mmwave radar (1) preference vector (1) universal network (1)

Papers

PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm ICLR 2023 mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors NeurIPS 2022