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Publications

Displaying results 521 to 530 of 14874.

  1. Rupert Mitchell; Antonio Alliegro; Raffaello Camoriano; Dustin Carrión-Ojeda; Antonio Carta; Georgia Chalvatzaki; Nikhil Churamani; Carlo D'Eramo; Samin Hamidi; Robin Hesse; Fabian Hinder; Roshni Kamath; Vincenzo Lomonaco; Subarnaduti Paul; Francesca Pistilli; Tinne Tuytelaars; Gido M. van de Ven; Kristian Kersting; Simone Schaub-Meyer; Martin Mundt

    Continual Learning Should Move Beyond Incremental Classification

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.11927, Pages 1-11, Computing Research Repository, 2025.

  2. Harsh Poonia; Felix Divo; Kristian Kersting; Devendra Singh Dhami

    Exploring Neural Granger Causality with xLSTMs: Unveiling Temporal Dependencies in Complex Data

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.09981, Pages 1-24, Computing Research Repository, 2025.

  3. Can Cömer; Jannis Blüml; Cedric Derstroff; Kristian Kersting

    Polynomial Regret Concentration of UCB for Non-Deterministic State Transitions

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.06900, Pages 1-10, Computing Research Repository, 2025.

  4. Martin Mundt; Anaelia Ovalle; Felix Friedrich; Pranav Agrawal; Subarnaduti Paul; Manuel Brack; Kristian Kersting; William Agnew

    The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.03038, Pages 1-21, Computing Research Repository, 2025.

  5. Simon Kohaut; Benedict Flade; Daniel Ochs; Devendra Singh Dhami; Julian Eggert; Kristian Kersting

    Probabilistic Mission Design in Neuro-Symbolic Systems

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2501.01439, Pages 1-10, Computing Research Repository, 2025.

  6. Jonas Seng; Florian Peter Busch; Pooja Prasad; Devendra Singh Dhami; Martin Mundt; Kristian Kersting

    Scaling Probabilistic Circuits via Data Partitioning

    In: Silvia Chiappa; Sara Magliacane (Hrsg.). Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025. International Conference on Uncertainty in AI (UAI), Pages 3701-3717, Proceedings of Machine Learning Research, Vol. 286, PMLR, 2025.

  7. Moritz Willig; Tim Nelson Tobiasch; Florian Peter Busch; Jonas Seng; Devendra Singh Dhami; Kristian Kersting

    Systems with Switching Causal Relations: A Meta-Causal Perspective

    In: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. International Conference on Learning Representations (ICLR), OpenReview.net, 2025.

  8. Jose Giraldo; Alex Peiró-Lilja; Carme Armentano-Oller; Rodolfo Zevallos; Cristina España-Bonet

    Evaluating Speech Enhancement Performance Across Demographics and Language

    In: Interspeech 2025. Conference in the Annual Series of Interspeech Events (INTERSPEECH-2025), Rotterdam, Netherlands, Pages 1353-1357, Interspeech, 2025.

  9. Roland Roller; Michael Hahn; Ajay Madhavan Ravichandran; Bilgin Osmanodja; Florian Oetke; Zeineb Sassi; Aljoscha Burchardt; Klaus Netter; Klemens Budde; Anne Herrmann; Tobias Strapatsas; Peter Dabrock; Sebastian Möller

    One Size Fits None: Rethinking Fairness in Medical AI

    In: Proceedings of the 6th Workshop on Gender Bias in Natural Language Processing (GeBNLP). Workshop on Gender Bias in Natural Language Processing (GeBNLP-2025), located at ACL 2025, August 1, VIenna, Austria, Pages 282-289, ISBN 979-8-89176-277-0, ACL, 8/2025.

  10. Ekaterina Borisova; Nikolas Rauscher; Georg Rehm

    SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task

    In: Tirthankar Ghosal; Philipp Mayr; Amanpreet Singh; Aakanksha Naik; Georg Rehm; Dayne Freitag; Dan Li; Sonja Schimmler; Anita De Waard (Hrsg.). Proceedings of the Fifth Workshop on Scholarly Document Processing (SDP 2025). Annual Meeting of the Association for Computational Linguistics (ACL), located at ACL 2025, Vienna, Austria, Pages 182-210, ISBN 979-8-89176-265-7, Association for Computational Linguistics, 2025.

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