Maximilian Dreyer

6 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

CVPR ×2 AAAI ×1 ECCV ×1 ICLR ×1 ICML ×1

Frequent coauthors

Wojciech Samek

×6

Sebastian Lapuschkin

×6

Frederik Pahde

×3

Thomas Wiegand

×3

Reduan Achtibat

×3

Christopher J. Anders

×2

Sayed Mohammad Vakilzadeh Hatefi

×2

Moritz Weckbecker

×1

Leander Weber

×1

Aakriti Jain

×1

Dilyara Bareeva

×1

Papers

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
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
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
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
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
Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations
CVPR 2024 · Maximilian Dreyer,
Reduan Achtibat
,
Wojciech Samek
,
Sebastian Lapuschkin