Konstantinos Bousmalis
7 papers · 2014–2021 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
👥
Mega-Team · Squad
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(7)
Reinforcement Learning
(4)
Application Areas
(4)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Applications · Reinforcement Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Robotics
(2)
Applications · Robotics
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Core AI
(1)
Generation
(1)
Keywords
domain adaptation
(4)
representation learning
(3)
reinforcement learning
(2)
image translation
(2)
unsupervised learning
(2)
imitation learning
(1)
computer vision
(1)
image reconstruction
(1)
deep learning
(1)
domain randomization
(1)
robotic grasping
(1)
importance sampling
(1)
hierarchical representation
(1)
source domain
(1)
shared representation
(1)
continuous action space
(1)
convolutional neural network
(1)
synthetic data
(1)
generative adversarial network
(1)
hierarchical feature
(1)
Papers
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes
CoRL 2021
Manipulator-Independent Representations for Visual Imitation
RSS 2021
Off-Policy Evaluation via Off-Policy Classification
NeurIPS 2019
Sim-To-Real via Sim-To-Sim: Data-Efficient Robotic Grasping via Randomized-To-Canonical Adaptation Networks
CVPR 2019
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks
CVPR 2017
Domain Separation Networks
NeurIPS 2016
A Deep Semi-NMF Model for Learning Hidden Representations
ICML 2014