Aleksis Pirinen
8 papers · 2016–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (20)
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Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Computer Vision
(5)
Reinforcement Learning
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Analysis
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Methods
(3)
Application Areas
(2)
Applications
(2)
Mathematics & Optimization
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
reinforcement learning
(6)
active learning
(3)
pose estimation
(2)
object detection
(2)
viewpoint selection
(2)
view selection
(2)
semidefinite programming
(1)
semantic segmentation
(1)
3d reconstruction
(1)
weighted graph
(1)
self-supervised learning
(1)
policy learning
(1)
active perception
(1)
human pose estimation
(1)
multi-view fusion
(1)
phase transition
(1)
visual recognition
(1)
embodied ai
(1)
visual navigation
(1)
graph clustering
(1)
Papers
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
NeurIPS 2024
Embodied Visual Active Learning for Semantic Segmentation
AAAI 2021
Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing
CoRL 2021
Deep Reinforcement Learning for Active Human Pose Estimation
AAAI 2020
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction
NeurIPS 2019
Exact Clustering of Weighted Graphs via Semidefinite Programming
JMLR 2019
Deep Reinforcement Learning of Region Proposal Networks for Object Detection
CVPR 2018
Reinforcement Learning for Visual Object Detection
CVPR 2016