Verification of Size Invariance in DNN Activations using Concept Embeddings

14 May 2021

Papers citing "Verification of Size Invariance in DNN Activations using Concept Embeddings"

6 / 6 papers shown

Title
On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs Gesina Schwalbe Georgii Mikriukov Edgar Heinert Stavros Gerolymatos Mert Keser Alois Knoll Matthias Rottmann Annika Mütze 122 0 0 11 Apr 2025
Unveiling Ontological Commitment in Multi-Modal Foundation Models Mert Keser Gesina Schwalbe Niki Amini-Naieni Matthias Rottmann Alois Knoll 53 1 0 25 Sep 2024
Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go? Jae Hee Lee Georgii Mikriukov Gesina Schwalbe Stefan Wermter D. Wolter 109 2 0 20 Sep 2024
Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability Georgii Mikriukov Gesina Schwalbe Christian Hellert Korinna Bade FAtt 83 9 0 28 Apr 2023
Concept Embedding Analysis: A Review Gesina Schwalbe 77 28 0 25 Mar 2022
Enabling Verification of Deep Neural Networks in Perception Tasks Using Fuzzy Logic and Concept Embeddings Gesina Schwalbe Christian Wirth Ute Schmid AAML 51 7 0 03 Jan 2022