PPaperPicks

Anna Hedström

6 papers at tracked venues · 5 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2NeurIPS ×2ECCV ×1ICML ×1

Frequent coauthors

Marina M.-C. Höhne
×4
Laura Kopf
×2
Kirill Bykov
×2
Philine Lou Bommer
×2
Rémi Kazmierczak
×1
Steve Azzolin
×1
Eloïse Berthier
×1
Patricia Delhomme
×1
David Filliat
×1
Nicolas Bousquet
×1
Goran Frehse
×1
Massimiliano Mancini
×1

Papers

  1. Benchmarking XAI Explanations with Human-Aligned Evaluations
    AAAI 2026 ·
    Rémi Kazmierczak
    ,
    Steve Azzolin
    ,
    Eloïse Berthier
    , Anna Hedström,
    Patricia Delhomme
    ,
    David Filliat
    ,
    Nicolas Bousquet
    ,
    Goran Frehse
    ,
    Massimiliano Mancini
    ,
    Baptiste Caramiaux
    ,
    Andrea Passerini
    ,
    Gianni Franchi
  2. Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework
    NeurIPS 2025 ·
    Laura Kopf
    ,
    Nils Feldhus
    ,
    Kirill Bykov
    ,
    Philine Lou Bommer
    , Anna Hedström,
    Marina M.-C. Höhne
    ,
    Oliver Eberle
  3. Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution
    AAAI 2025 ·
    Carlos Eiras-Franco
    , Anna Hedström,
    Marina M.-C. Höhne
  4. To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
    ICML 2025 · Anna Hedström,
    Salim I. Amoukou
    ,
    Tom Bewley
    ,
    Saumitra Mishra
    ,
    Manuela Veloso
  5. CoSy: Evaluating Textual Explanations of Neurons
    NeurIPS 2024 ·
    Laura Kopf
    ,
    Philine Lou Bommer
    , Anna Hedström,
    Sebastian Lapuschkin
    ,
    Marina M.-C. Höhne
    ,
    Kirill Bykov
  6. From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation
    ECCV 2024 ·
    Kristoffer Wickstrøm
    ,
    Marina M.-C. Höhne
    , Anna Hedström