Simidjievski, Nikola
- On Second Order Behaviour in Augmented Neural ODEs
2020/06/12 by Norcliffe, Alexander, Bodnar, Cristian, Day, Ben +2 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Constraining Variational Inference with Geometric Jensen-Shannon\n Divergence
2020/06/18 by J. Deasy, Deasy, Jacob, Nikola Simidjievski +3 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Cell Image Analysis Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
2023/11/15 by Konstantin Hemker, Hemker, Konstantin, Simidjievski, Nikola +2 · 6 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #AI in cancer detection #Gene expression and cancer classification #Radiomics and Machine Learning in Medical Imaging
- Equation Discovery for Nonlinear System Identification
2019/07/01 by Simidjievski, Nikola, Todorovski, Ljupčo, Kocijan, Juš +1 · 2 citations
#Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Heavy-tailed denoising score matching
2021/12/17 by J. Deasy, Nikola Simidjievski, Deasy, Jacob +3 · 3 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Machine Learning in Healthcare
- ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data
2023/06/21 by Xiangjian Jiang, Andrei Margeloiu, Jiang, Xiangjian +5 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare
- AiTLAS: Artificial Intelligence Toolbox for Earth Observation
2022/01/21 by Dimitrovski, Ivica, Kitanovski, Ivan, Panov, Panče +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LLM Embeddings for Deep Learning on Tabular Data
2025/02/17 by Boshko Koloski, Andrei Margeloiu, Koloski, Boshko +9 · 4 citations
Computer Science · Engineering · #Computational Physics and Python Applications #Advanced Data Processing Techniques #Neural Networks and Applications
- Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data
2022/11/28 by Margeloiu, Andrei, Simidjievski, Nikola, Lio, Pietro +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis
2024/11/27 by Zak Buzzard, Konstantin Hemker, Buzzard, Zak +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine
2024/05/30 by Konstantin Hemker, Hemker, Konstantin, Nikola Simidjievski +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems
- TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
2024/09/24 by Andrei Margeloiu, Xiangjian Jiang, Margeloiu, Andrei +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- How Well Does Your Tabular Generator Learn the Structure of Tabular Data?
2025/03/12 by Jiang, Xiangjian, Simidjievski, Nikola, Jamnik, Mateja · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)