Tuukka Ruotsalo

4 papers · 2022–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5)

Venues

ACL (1) CVPR (1) EMNLP (1) NAACL (1)

Top co-authors

Maria Maistro (3) Joakim Edin (2) Lars Maaløe (2) Jakob Drachmann Havtorn (1) Andreas Geert Motzfeldt (1) Pietro Tropeano (1) Casper L. Christensen (1) Keith M. Davis III (1) Lasse Borgholt (1) Christina Lioma (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Application Areas (2) Learning Types (2) Computer Vision (1) Healthcare & Medicine (1) Interdisciplinary (1) Applications (1) Clinical (1) Cognitive Science (1) Generation (1) Models (1)

Keywords

language model (2) unsupervised learning (1) adversarial robustness (1) self-supervised learning (1) explainable ai (1) adversarial training (1) feature attribution (1) brain-computer interface (1) model pruning (1) latent space (1) generative adversarial network (1) electronic health record (1) explanation method (1) medical coding (1) faithfulness metric (1) language model pruning (1) inference quality (1) data point (1) semantic image editing (1) neural network (1)

Papers

As easy as PIE: understanding when pruning causes language models to disagree NAACL 2025 Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attributions Explainability ACL 2025 An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records EMNLP 2024 Brain-Supervised Image Editing CVPR 2022