Oliver Eberle

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Qualitative Process Theory

Proximity Graph

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Datenbank-Spektrum

Publications

Julius Hense, Mina Jamshidi Idaji, Oliver Eberle, Thomas Schnake, Jonas Dippel, Laure Ciernik, Oliver Buchstab, Andreas Mock, Frederick Klauschen, Klaus-Robert Müller
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology. CoRR (2024)
Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, Nora Hollenstein
Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations. LREC/COLING (2024)
Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, Nora Hollenstein
Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations. CoRR (2024)
Farnoush Rezaei Jafari, Grégoire Montavon, Klaus-Robert Müller, Oliver Eberle
MambaLRP: Explaining Selective State Space Sequence Models. CoRR (2024)
Alexandros Vasileiou, Oliver Eberle
Explaining Text Similarity in Transformer Models. CoRR (2024)
Alexandros Vasileiou, Oliver Eberle
Explaining Text Similarity in Transformer Models. NAACL-HLT (2024)
Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl
Rather a Nurse than a Physician - Contrastive Explanations under Investigation. CoRR (2023)
Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl
Rather a Nurse than a Physician - Contrastive Explanations under Investigation. EMNLP (2023)
Oliver Eberle, Jochen Büttner, Hassan El-Hajj, Grégoire Montavon, Klaus-Robert Müller, Matteo Valleriani
Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI. CoRR (2023)
Oliver Eberle, Jochen Büttner, Florian Kräutli, Klaus-Robert Müller, Matteo Valleriani, Grégoire Montavon
Building and Interpreting Deep Similarity Models. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Ameen Ali, Thomas Schnake, Oliver Eberle, Grégoire Montavon, Klaus-Robert Müller, Lior Wolf
XAI for Transformers: Better Explanations through Conservative Propagation. ICML (2022)
Stephanie Brandl, Oliver Eberle, Jonas Pilot, Anders Søgaard
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? CoRR (2022)
Thomas Schnake, Oliver Eberle, Jonas Lederer, Shinichi Nakajima, Kristof T. Schütt, Klaus-Robert Müller, Grégoire Montavon
Higher-Order Explanations of Graph Neural Networks via Relevant Walks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Ameen Ali, Thomas Schnake, Oliver Eberle, Grégoire Montavon, Klaus-Robert Müller, Lior Wolf
XAI for Transformers: Better Explanations through Conservative Propagation. CoRR (2022)
Hassan El-Hajj, Maryam Zamani, Jochen Büttner, Julius Martinetz, Oliver Eberle, Noga Shlomi, Anna Siebold, Grégoire Montavon, Klaus-Robert Müller, Holger Kantz, Matteo Valleriani
An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning. Datenbank-Spektrum 22 (2) (2022)
Oliver Eberle, Stephanie Brandl, Jonas Pilot, Anders Søgaard
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? ACL (1) (2022)
Thomas Schnake, Oliver Eberle, Jonas Lederer, Shinichi Nakajima, Kristof T. Schütt, Klaus-Robert Müller, Grégoire Montavon
XAI for Graphs: Explaining Graph Neural Network Predictions by Identifying Relevant Walks. CoRR (2020)
Oliver Eberle, Jochen Büttner, Florian Kräutli, Klaus-Robert Müller, Matteo Valleriani, Grégoire Montavon
Building and Interpreting Deep Similarity Models. CoRR (2020)