Martin Gillis

According to our database, Martin Gillis authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Improving Detection of Rare Nodes in Hierarchical Multi-Label Learning.

Isaac Xu, Martin Gillis, Ayushi Sharma, Benjamin Misiuk, Craig J. Brown, Thomas Trappenberg

Trans. Mach. Learn. Res., 2026

Variance-Gated Ensembles: An Epistemic-Aware Framework for Uncertainty Estimation.

Martin Gillis, Isaac Xu, Thomas Trappenberg

Trans. Mach. Learn. Res., 2026

Last-layer committee machines for uncertainty estimations of benthic imagery.

Martin Gillis, Isaac Xu, Benjamin Misiuk, Craig J. Brown, Thomas Trappenberg

Neural Networks, 2026

2025

Uncertainty Estimation using Variance-Gated Distributions.

Martin Gillis, Isaac Xu, Thomas Trappenberg

CoRR, September, 2025

Platelet enumeration in dense aggregates.

Martin Gillis, Yogeshwar Shendye, Paul Hollensen, Alan Fine, Thomas Trappenberg

CoRR, May, 2025

Masked strategies for images with small objects.

Martin Gillis, Ming Hill, Paul Hollensen, Alan Fine, Thomas Trappenberg

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery.

Isaac Xu, Benjamin Misiuk, Scott C. Lowe, Martin Gillis, Thomas Trappenberg, Craig J. Brown

Proceedings of the International Joint Conference on Neural Networks, 2024