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BISCUIT: Causal Representation Learning from Binary Interactions
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
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Graph Switching Dynamical Systems
Yongtuo Liu, Sara Magliacane, Miltos Kofinas, Efstratios Gavves
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Latent Field Discovery In Interacting Dynamical Systems With Neural Fields
Miltiadis Kofinas, Erik Bekkers, Naveen Shankar Nagaraja, Efstratios Gavves
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Modulated Neural ODEs
Ilze Auzina, Cagatay Yildiz, Sara Magliacane, Matthias Bethge, Efstratios Gavves
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Neural Modulation Fields for Conditional Cone Beam Neural Tomography
Samuele Papa, David Knigge, Riccardo Valperga, Nikita Moriakov, Miltos Kofinas, Jan-Jakob Sonke, Efstratios Gavves
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Noise2Aliasing: Unsupervised Deep Learning for View Aliasing and Noise Reduction in 4DCBCT
Samuele Papa, Efstratios Gavves, Jan-Jakob Sonke
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Time does tell: Self-supervised time-tuning of dense image representations
Mohammadreza Salehi, Efstratios Gavves, Cees GM Snoek, Yuki M Asano
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Towards open-vocabulary video instance segmentation
Haochen Wang, Cilin Yan, Shuai Wang, Xiaolong Jiang, Xu Tang, Yao Hu, Weidi Xie, Efstratios Gavves
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CITRIS: Causal Identifiability from Temporal Intervened Sequences
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
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Continual Learning of Dynamical Systems With Competitive Multi-Head Reservoirs
Leonard Bereska, Efstratios Gavves
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