Nikolaos Karianakis
8 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🚀
Conference Pioneer
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Computer Vision
(4)
Deep Learning
(4)
Application Areas
(4)
Learning Types · Machine Learning
(4)
Analysis
(3)
Architectures
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
video analytics
(2)
edge computing
(2)
image classification
(2)
domain generalization
(1)
multimodal learning
(1)
unsupervised domain adaptation
(1)
object detection
(1)
object localization
(1)
object tracking
(1)
model merging
(1)
illumination invariance
(1)
language grounding
(1)
multi-view learning
(1)
image matching
(1)
bayesian optimization
(1)
viewpoint invariance
(1)
convolutional neural network
(1)
deep neural network
(1)
memory efficiency
(1)
visual grounding
(1)
Papers
Click&Describe: Multimodal Grounding and Tracking for Aerial Objects
WACV 2025
Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
NSDI 2023
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
NSDI 2022
SC-UDA: Style and Content Gaps Aware Unsupervised Domain Adaptation for Object Detection
WACV 2022
HyperSTAR: Task-Aware Hyperparameters for Deep Networks
CVPR 2020
Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification
ECCV 2018
An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability
CVPR 2016
Multi-View Feature Engineering and Learning
CVPR 2015