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Matthias Bethge

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Lifelong Benchmarks: Efficient Model Evaluation in an Era of Rapid Progress

Feb 29, 2024
Ameya Prabhu, Vishaal Udandarao, Philip Torr, Matthias Bethge, Adel Bibi, Samuel Albanie

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Investigating Continual Pretraining in Large Language Models: Insights and Implications

Feb 27, 2024
Çağatay Yıldız, Nishaanth Kanna Ravichandran, Prishruit Punia, Matthias Bethge, Beyza Ermis

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Disentangled Continual Learning: Separating Memory Edits from Model Updates

Dec 27, 2023
Sebastian Dziadzio, Çağatay Yıldız, Gido M. van de Ven, Tomasz Trzciński, Tinne Tuytelaars, Matthias Bethge

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Have we built machines that think like people?

Nov 27, 2023
Luca M. Schulze Buschoff, Elif Akata, Matthias Bethge, Eric Schulz

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Continual Learning: Applications and the Road Forward

Nov 21, 2023
Eli Verwimp, Rahaf Aljundi, Shai Ben-David, Matthias Bethge, Andrea Cossu, Alexander Gepperth, Tyler L. Hayes, Eyke Hüllermeier, Christopher Kanan, Dhireesha Kudithipudi, Christoph H. Lampert, Martin Mundt, Razvan Pascanu, Adrian Popescu, Andreas S. Tolias, Joost van de Weijer, Bing Liu, Vincenzo Lomonaco, Tinne Tuytelaars, Gido M. van de Ven

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Visual Data-Type Understanding does not emerge from Scaling Vision-Language Models

Oct 16, 2023
Vishaal Udandarao, Max F. Burg, Samuel Albanie, Matthias Bethge

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Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?

Oct 14, 2023
Prasanna Mayilvahanan, Thaddäus Wiedemer, Evgenia Rusak, Matthias Bethge, Wieland Brendel

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Provable Compositional Generalization for Object-Centric Learning

Oct 09, 2023
Thaddäus Wiedemer, Jack Brady, Alexander Panfilov, Attila Juhos, Matthias Bethge, Wieland Brendel

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Compositional Generalization from First Principles

Jul 10, 2023
Thaddäus Wiedemer, Prasanna Mayilvahanan, Matthias Bethge, Wieland Brendel

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RDumb: A simple approach that questions our progress in continual test-time adaptation

Jun 08, 2023
Ori Press, Steffen Schneider, Matthias Kümmerer, Matthias Bethge

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