Iris A.M. Huijben

3 papers · 2020–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer

Conferences

ICML (2) ICLR (1)

Top co-authors

Ruud Van Sloun (2) Matthijs Douze (1) Bastiaan S. Veeling (1) Arthur Andreas Nijdam (1) Jakob Verbeek (1) Ruud J.G. van Sloun (1) Merel M Van Gilst (1) Sebastiaan Overeem (1) Matthew J. Muckley (1)

Keywords

dimensionality reduction (1) contrastive learning (1) time series (1) latent representation (1) latent space (1) self-organizing map (1) high-rate datum (1)

Papers

Residual Quantization with Implicit Neural Codebooks ICML 2024

SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series ICML 2023

Deep probabilistic subsampling for task-adaptive compressed sensing ICLR 2020