Martine Tan

,

Visual Intelligence

Doctoral Research Fellow

,

University of Oslo, UiO

University of Oslo, UiO

Principal investigator of

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Research field(s) of interest:

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Publications

Publications from Visual Intelligence

Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning

By authors:

Gabriel Yanci Arteaga, Marius Aasan, Rwiddhi Chakraborty, Martine Hjelkrem Tan, Thalles Silva, Michael Kampffmeyer, Adín Ramírez Rivera

Published in:

International Conference on Learning Representations (ICLR) 2026

on

April 11, 2026

Suppressing Non-Semantic Noise in Masked Image Modeling Representations

By authors:

Martine Hjelkrem-Tan, Marius Aasan, Rwiddhi Chakraborty, Gabriel Y. Arteaga, Changkyu Choi, Adín Ramirez Rivera

Published in:

CPVR 2026

on

March 31, 2026

Differentiable Hierarchical Visual Tokenization

By authors:

Marius Aasan, Martine Hjelkrem Tan, Nico Catalano, Changkyu Choi, Adín Ramírez Rivera

Published in:

Advances in Neural Information Processing Systems, 38, NeurIPS2025

on

October 29, 2025

SPoT: Subpixel Placement of Tokens in Vision Transformers

By authors:

Martine Hjelkrem-Tan, Marius Aasan, Gabriel Y. Arteaga, and Adín Ramírez Rivera

Published in:

Workshop on Efficient Computing under Limited Resources: Visual Computing (ICCV 2025), Oct 19 – 23th, 2025, Honolulu, Hawai'i

on

October 19, 2025

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