Marina M.-C. Höhne
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(8)
🗺️
Taxonomy Completionist
(11)
Conferences
AAAI (2)
JMLR (1)
NIPS (1)
Top co-authors
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
NIPS 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