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Mateja Jamnik

How Well Does Your Tabular Generator Learn the Structure of Tabular Data?

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Mar 12, 2025
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LLM Embeddings for Deep Learning on Tabular Data

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Feb 17, 2025
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Measuring Cross-Modal Interactions in Multimodal Models

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Dec 20, 2024
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PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis

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Nov 27, 2024
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End-to-End Ontology Learning with Large Language Models

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Oct 31, 2024
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Efficient Bias Mitigation Without Privileged Information

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Sep 26, 2024
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TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models

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Sep 24, 2024
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Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe

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Jun 06, 2024
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TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting

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Jun 03, 2024
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MM-Lego: Modular Biomedical Multimodal Models with Minimal Fine-Tuning

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May 30, 2024
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