Mateja Jamnik

Venues

Frequent coauthors

Papers

1. Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
   ICML 2025 ·

   Mateo Espinosa Zarlenga

   DBLP profile ↗ORCID search ↗
2. Measuring Cross-Modal Interactions in Multimodal Models
   AAAI 2025 ·

   Laura Wenderoth

   DBLP profile ↗ORCID search ↗
3. Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine
   ICLR 2025 ·

   Konstantin Hemker

   DBLP profile ↗ORCID search ↗
4. NMA-tune: Generating Highly Designable and Dynamics Aware Protein Backbones
   ICML 2025 ·

   Urszula Julia Komorowska

   DBLP profile ↗ORCID search ↗
5. Neural Reasoning for Sure Through Constructing Explainable Models
   AAAI 2025 ·

   Tiansi Dong

   DBLP profile ↗ORCID search ↗
6. A Human Information Processing Theory of the Interpretation of Visualizations: Demonstrating Its Utility
   CHI 2024 ·

   Peter C.-H. Cheng

   DBLP profile ↗ORCID search ↗
7. Dynamics-Informed Protein Design with Structure Conditioning
   ICLR 2024 ·

   Urszula Julia Komorowska

   DBLP profile ↗ORCID search ↗
8. Efficient Bias Mitigation Without Privileged Information
   ECCV 2024 ·

   Mateo Espinosa Zarlenga

   DBLP profile ↗ORCID search ↗
9. End-to-End Ontology Learning with Large Language Models
   NeurIPS 2024 ·

   Andy Lo

   DBLP profile ↗ORCID search ↗
10. Generation of Visual Representations for Multi-Modal Mathematical Knowledge
    AAAI 2024 ·

    Lianlong Wu

    DBLP profile ↗ORCID search ↗
11. HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
    NeurIPS 2024 ·

    Konstantin Hemker

    DBLP profile ↗ORCID search ↗
12. Multi-language Diversity Benefits Autoformalization
    NeurIPS 2024 ·

    Albert Q. Jiang

    DBLP profile ↗ORCID search ↗
13. ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data
    ICML 2024 ·

    Xiangjian Jiang

    DBLP profile ↗ORCID search ↗
14. Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe
    NeurIPS 2024 ·

    Albert Q. Jiang

    DBLP profile ↗ORCID search ↗
15. TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
    NeurIPS 2024 ·

    Andrei Margeloiu

    DBLP profile ↗ORCID search ↗
16. Understanding Inter-Concept Relationships in Concept-Based Models
    ICML 2024 ·

    Naveen Raman

    DBLP profile ↗ORCID search ↗
17. Workshop on Human-Interpretable AI
    SIGKDD 2024 ·

    Gabriele Ciravegna

    DBLP profile ↗ORCID search ↗