Iordanis Fostiropoulos
5 papers · 2021–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
model compression
(1)
representation learning
(1)
continual learning
(1)
multi-task learning
(1)
image generation
(1)
sentiment analysis
(1)
graph classification
(1)
hyperparameter optimization
(1)
knowledge distillation
(1)
model evaluation
(1)
multimodal learning
(1)
topological data analysis
(1)
hierarchical representation
(1)
parameter sharing
(1)
likelihood estimation
(1)
weight regularization
(1)
image representation
(1)
experiment design
(1)
parameter efficiency
(1)
sparse attention
(1)
Papers
ABLATOR: Robust Horizontal-Scaling of Machine Learning Ablation Experiments
AutoML 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework
CVPR 2023
Implicit Feature Decoupling With Depthwise Quantization
CVPR 2022
Learning Hyperbolic Representations of Topological Features
ICLR 2021
Multimodal Phased Transformer for Sentiment Analysis
EMNLP 2021