Nikola Simidjievski
9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (26)
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Conference Polyglot
(4)
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Academic Marathon
(5)
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Cross-Pollinator
(10)
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Grand Slam
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Keyword Champion
(2)
Conferences
NIPS (4)
AAAI (2)
ICML (2)
ICLR (1)
Top co-authors
Keywords
tabular datum
(2)
biomedical datum
(2)
feature selection
(2)
generative model
(2)
data augmentation
(1)
multimodal learning
(1)
variational inference
(1)
survival analysis
(1)
medical imaging
(1)
synthetic data generation
(1)
dynamical system
(1)
neural ordinary differential equation
(1)
variational autoencoder
(1)
synthetic datum
(1)
energy-based model
(1)
explainable ai
(1)
multi-omic datum
(1)
multimodal fusion
(1)
tabular data augmentation
(1)
few-shot learning
(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
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data
ICML 2024
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
NIPS 2024
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
NIPS 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
On Second Order Behaviour in Augmented Neural ODEs
NIPS 2020
Constraining Variational Inference with Geometric Jensen-Shannon Divergence
NIPS 2020