PPaperPicks

Sebastian Lapuschkin

13 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×4ACL ×2CVPR ×2ECCV ×2AAAI ×1ICLR ×1ICML ×1

Frequent coauthors

Wojciech Samek
×11
Maximilian Dreyer
×6
Thomas Wiegand
×5
Frederik Pahde
×4
Reduan Achtibat
×4
Aakriti Jain
×2
Patrick Kahardipraja
×2
Dilyara Bareeva
×2
Marina M.-C. Höhne
×2
Kirill Bykov
×2
Christopher J. Anders
×2
Sayed Mohammad Vakilzadeh Hatefi
×2

Papers

  1. From Weights to Activations: Is Steering the Next Frontier of Adaptation?
    ACL 2026 ·
    Simon Ostermann
    ,
    Daniil Gurgurov
    ,
    Tanja Baeumel
    ,
    Michael A. Hedderich
    , Sebastian Lapuschkin,
    Wojciech Samek
    ,
    Vera Schmitt
  2. FADE: Why Bad Descriptions Happen to Good Features
    ACL 2025 ·
    Bruno Puri
    ,
    Aakriti Jain
    ,
    Elena Golimblevskaia
    ,
    Patrick Kahardipraja
    ,
    Thomas Wiegand
    ,
    Wojciech Samek
    , Sebastian Lapuschkin
  3. Manipulating Feature Visualizations with Gradient Slingshots
    NeurIPS 2025 ·
    Dilyara Bareeva
    ,
    Marina M.-C. Höhne
    ,
    Alexander Warnecke
    ,
    Lukas Pirch
    ,
    Klaus-Robert Müller
    ,
    Konrad Rieck
    , Sebastian Lapuschkin,
    Kirill Bykov
  4. Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence
    ICLR 2025 ·
    Frederik Pahde
    ,
    Maximilian Dreyer
    ,
    Moritz Weckbecker
    ,
    Leander Weber
    ,
    Christopher J. Anders
    ,
    Thomas Wiegand
    ,
    Wojciech Samek
    , Sebastian Lapuschkin
  5. The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation
    NeurIPS 2025 ·
    Patrick Kahardipraja
    ,
    Reduan Achtibat
    ,
    Thomas Wiegand
    ,
    Wojciech Samek
    , Sebastian Lapuschkin
  6. AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers
    ICML 2024 ·
    Reduan Achtibat
    ,
    Sayed Mohammad Vakilzadeh Hatefi
    ,
    Maximilian Dreyer
    ,
    Aakriti Jain
    ,
    Thomas Wiegand
    , Sebastian Lapuschkin,
    Wojciech Samek
  7. CoSy: Evaluating Textual Explanations of Neurons
    NeurIPS 2024 ·
    Laura Kopf
    ,
    Philine Lou Bommer
    ,
    Anna Hedström
    , Sebastian Lapuschkin,
    Marina M.-C. Höhne
    ,
    Kirill Bykov
  8. From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space
    AAAI 2024 ·
    Maximilian Dreyer
    ,
    Frederik Pahde
    ,
    Christopher J. Anders
    ,
    Wojciech Samek
    , Sebastian Lapuschkin
  9. Generative Fractional Diffusion Models
    NeurIPS 2024 ·
    Gabriel Nobis
    ,
    Maximilian Springenberg
    ,
    Marco Aversa
    ,
    Michael Detzel
    ,
    Rembert Daems
    ,
    Roderick Murray-Smith
    ,
    Shinichi Nakajima
    , Sebastian Lapuschkin,
    Stefano Ermon
    ,
    Tolga Birdal
    ,
    Manfred Opper
    ,
    Christoph Knochenhauer
    ,
    Luis Oala
    ,
    Wojciech Samek
  10. Pruning by Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers
    ECCV 2024 ·
    Sayed Mohammad Vakilzadeh Hatefi
    ,
    Maximilian Dreyer
    ,
    Reduan Achtibat
    ,
    Thomas Wiegand
    ,
    Wojciech Samek
    , Sebastian Lapuschkin
  11. Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression
    CVPR 2024 ·
    Dilyara Bareeva
    ,
    Maximilian Dreyer
    ,
    Frederik Pahde
    ,
    Wojciech Samek
    , Sebastian Lapuschkin
  12. Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization
    ECCV 2024 ·
    Rohan Reddy Mekala
    ,
    Frederik Pahde
    ,
    Simon Baur
    ,
    Sneha Chandrashekar
    ,
    Madeline Diep
    ,
    Markus Wenzel
    ,
    Eric L. Wisotzky
    ,
    Galip Ümit Yolcu
    , Sebastian Lapuschkin,
    Jackie Ma
    ,
    Peter Eisert
    ,
    Mikael Lindvall
    ,
    Adam A. Porter
    ,
    Wojciech Samek
  13. Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations
    CVPR 2024 ·
    Maximilian Dreyer
    ,
    Reduan Achtibat
    ,
    Wojciech Samek
    , Sebastian Lapuschkin