Marina M.-C. Höhne
4 papers · 2022–2025 · 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
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
model explanation
(2)
neural network
(2)
weight perturbation
(1)
concept learning
(1)
generative model
(1)
latent representation
(1)
deep neural network
(1)
local explanation
(1)
decision boundary
(1)
neuron explanation
(1)
concept synthesis
(1)
textual description
(1)
concept discovery
(1)
black-box model
(1)
stochastic perturbation
(1)
distribution estimation
(1)
explainable artificial intelligence
(1)
global explanation
(1)
explanation method
(1)
gradient attribution
(1)
Papers
Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution
AAAI 2025
CoSy: Evaluating Textual Explanations of Neurons
NeurIPS 2024
Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond
JMLR 2023
NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights
AAAI 2022