Nikola Simidjievski
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (24) 🏆 Keyword Champion (2)
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Grand Slam
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Keyword Collector
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Venues
Top co-authors
Research topics
Keywords
feature selection
(3)
biomedical data
(2)
multimodal fusion
(2)
generative model
(2)
tabular data
(2)
medical imaging
(1)
interpretability
(1)
few-shot learning
(1)
model merging
(1)
energy-based model
(1)
synthetic data generation
(1)
survival analysis
(1)
co-adaptation
(1)
explainable ai
(1)
variational autoencoder
(1)
multimodal learning
(1)
neural ordinary differential equation
(1)
synthetic data
(1)
dynamical system
(1)
data augmentation
(1)
Papers
Measuring Cross-Modal Interactions in Multimodal Models
AAAI 2025
Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine
ICLR 2025
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
NeurIPS 2024
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data
ICML 2024
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
NeurIPS 2024
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data
AAAI 2023
Attentional Meta-learners for Few-shot Polythetic Classification
ICML 2022
Constraining Variational Inference with Geometric Jensen-Shannon Divergence
NeurIPS 2020
On Second Order Behaviour in Augmented Neural ODEs
NeurIPS 2020