Jesper Tegnér

5 papers · 2007–2025 · 3 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 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

JMLR (2) WACV (2) ICLR (1)

Top co-authors

I-Hung Lin (2) Johan Björkegren (2) C.-H. Huck Yang (2) Roland Nilsson (2) Ting-Wei Wu (2) Jia-Hong Huang (2) Marcel Worring (2) Jose M. Peña (2) Mikel Hernaez (1) Jan Voges (1)

Research topics

Artificial Intelligence (4) Core AI (3) Deep Learning (2) Machine Learning (2) Models (2) Optimization & Theory (2) Healthcare & Medicine (1) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Core Methods (1) Mathematics (1) Research (1)

Keywords

medical report generation (2) bayesian inference (1) feature selection (1) visual explanation (1) gene expression (1) pattern recognition (1) gene expression analysis (1) conditional independence (1) polynomial time (1) graphical model (1) latent variable (1) deep neural network (1) causal representation learning (1) multimodal fusion (1) description generation (1) retinal imaging (1) drug perturbation (1) biological pathway (1) non-local attention (1) minimal optimal (1)

Papers

Interpretable Causal Representation Learning for Biological Data in the Pathway Space ICLR 2025 Non-Local Attention Improves Description Generation for Retinal Images WACV 2022 DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation WACV 2021 An Algorithm for Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity JMLR 2009 Consistent Feature Selection for Pattern Recognition in Polynomial Time JMLR 2007