Menelaos Kanakis
7 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(6)
Computer Vision
(5)
Machine Learning
(5)
Analysis
(4)
Application Areas
(4)
Architectures
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Learning Types · Deep Learning
(2)
Core AI · Artificial Intelligence
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
multi-task learning
(4)
monocular depth estimation
(2)
semantic segmentation
(2)
depth estimation
(2)
dense prediction
(2)
parameter efficiency
(2)
visual object tracking
(1)
cross-domain learning
(1)
neural architecture search
(1)
unsupervised domain adaptation
(1)
tensor decomposition
(1)
parameter efficient
(1)
boundary detection
(1)
real-time tracking
(1)
edge computing
(1)
encoder-decoder architecture
(1)
tensor network
(1)
task embedding
(1)
parameter reduction
(1)
tensor ring
(1)
Papers
Composite Learning for Robust and Effective Dense Predictions
WACV 2023
Efficient Visual Tracking With Exemplar Transformers
WACV 2023
Exploring Relational Context for Multi-Task Dense Prediction
ICCV 2021
Learning To Relate Depth and Semantics for Unsupervised Domain Adaptation
CVPR 2021
Task Switching Network for Multi-Task Learning
ICCV 2021
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference
ECCV 2020
T-Basis: a Compact Representation for Neural Networks
ICML 2020