ECLAD: Extracting Concepts with Local Aggregated Descriptors

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ECLAD: Extracting Concepts with Local Aggregated Descriptors

Pattern Recognition (Pattern Recogn.), 2022

9 June 2022

Andres Felipe Posada-Moreno

Sebastian Trimpe

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Papers citing "ECLAD: Extracting Concepts with Local Aggregated Descriptors"

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Title
CE-FAM: Concept-Based Explanation via Fusion of Activation Maps Michihiro Kuroki T. Yamasaki 104 0 0 28 Sep 2025
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 306 0 0 11 Apr 2025
Concept Extraction for Time Series with ECLAD-ts Antonia Holzapfel Andres Felipe Posada-Moreno Sebastian Trimpe AI4TS 195 0 0 07 Apr 2025
PCEvE: Part Contribution Evaluation Based Model Explanation for Human Figure Drawing Assessment and Beyond Jongseo Lee Geo Ahn Seong Tae Kim Jinwoo Choi 238 0 0 26 Sep 2024
Unveiling Ontological Commitment in Multi-Modal Foundation Models Mert Keser Gesina Schwalbe Niki Amini-Naieni Matthias Rottmann Alois Knoll 237 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 233 11 0 20 Sep 2024
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection Georgii Mikriukov Gesina Schwalbe Franz Motzkus Korinna Bade AAML 195 1 0 25 Mar 2024
SurroCBM: Concept Bottleneck Surrogate Models for Generative Post-hoc Explanation Bo Pan Zhenke Liu Yifei Zhang Bo Pan 174 2 0 11 Oct 2023
Scalable Concept Extraction in Industry 4.0 Andres Felipe Posada-Moreno K. Müller Florian Brillowski Friedrich Solowjow T. Gries Sebastian Trimpe 128 2 0 06 Jun 2023
Learning Bottleneck Concepts in Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2023 Bowen Wang Liangzhi Li Yuta Nakashima Hajime Nagahara SSL 221 64 0 20 Apr 2023
Automatic Infectious Disease Classification Analysis with Concept Discovery Elena Sizikova Joshua Vendrow Xu Cao Rachel Grotheer Jamie Haddock ... Huy V. Vo Chuntian Wang Megan Coffee Kathryn Leonard Deanna Needell 165 5 0 28 Aug 2022