Poster Title
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List of Authors (ELLIS members in bold)
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Causal Component Analysis
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Liang Wendong, Armin Kekić, Julius von Kügelgen, Simon Buchholz, Michel Besserve, Luigi Gresele, Bernhard Schölkopf
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Regularity as Intrinsic Reward for Free Play
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Cansu Sancaktar, Justus Piater, Georg Martius
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Beyond Average Return in Markov Decision Processes
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Alexandre Marthe, Aurélien Garivier, Claire Vernade
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Reinforcement Learning with Simple Sequence Priors
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Tankred Saanum, Noemi Elteto, Peter Dayan, Marcel Binz, Eric Schulz
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RDumb: A simple approach that questions our progress in continual test-time adaptation
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Ori Press, Steffen Schneider, Matthias Kümmerer, Matthias Bethge
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Online Learning under Adversarial Nonlinear Constraints
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Pavel Kolev, Georg Martius, Michael Muehlebach
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Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities
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Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
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Compositional Generalization from First Principles
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Thaddäus Wiedemer, Prasanna Mayilvahanan, Matthias Bethge, Wieland Brendel
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Scale Alone Does not Improve Mechanistic Interpretability
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Roland S. Zimmermann, Thomas Klein, Wieland Brendel
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Controlling Text-to-Image Diffusion by Orthogonal Finetuning
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Zeju Qiu, Weiyang Liu, Haiwen Feng, Yuxuan Xue, Yao Feng, Zhen Liu, Dan Zhang, Adrian Weller, Bernhard Schölkopf
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In-Context Impersonation Reveals Large Language Models' Strengths and Biases
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Leonard Salewski, Isabel Rio-Torto, Stephan Alaniz, Eric Schulz, Zeynep Akata
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Tree-Rings Watermarks: Invisible Fingerprints for Diffusion Images
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Yuxin Wen, John Kirchenbauer, Jonas Geiping, Tom Goldstein
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SE(3) Equivariant Augmented Coupling Flows
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Laurence Midgley, Vincent Stimper, Javier Antorán, Emile Mathieu, Bernhard Schölkopf, José Miguel Hernández-Lobato
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Modulated Neural ODEs
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Ilze Amanda Auzina, Çağatay Yıldız, Sara Magliacane, Matthias Bethge, Efstratios Gavves
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Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation
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Richard Gao, Michael Deistler, Jakob H Macke
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Flow Matching for Scalable Simulation-Based Inference
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Maximilian Dax, Jonas Wildberger, Simon Buchholz, Stephen R. Green, Jakob H. Macke, Bernhard Schölkopf
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URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates
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Michael Kirchhof, Bálint Mucsányi, Seong Joon Oh, Enkelejda Kasneci
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