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Efstratios Gavves

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BISCUIT: Causal Representation Learning from Binary Interactions

Jun 16, 2023
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves

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Graph Switching Dynamical Systems

Jun 01, 2023
Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves

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PiClick: Picking the desired mask in click-based interactive segmentation

Apr 23, 2023
Cilin Yan, Haochen Wang, Jie Liu, Xiaolong Jiang, Yao Hu, Xu Tang, Guoliang Kang, Efstratios Gavves

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Towards Open-Vocabulary Video Instance Segmentation

Apr 04, 2023
Haochen Wang, Shuai Wang, Cilin Yan, Xiaolong Jiang, XU Tang, Yao Hu, Weidi Xie, Efstratios Gavves

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Invariant Neural Ordinary Differential Equations

Feb 26, 2023
Ilze Amanda Auzina, Çağatay Yıldız, Sara Magliacane, Matthias Bethge, Efstratios Gavves

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Modelling Long Range Dependencies in N-D: From Task-Specific to a General Purpose CNN

Jan 25, 2023
David M. Knigge, David W. Romero, Albert Gu, Efstratios Gavves, Erik J. Bekkers, Jakub M. Tomczak, Mark Hoogendoorn, Jan-Jakob Sonke

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Few-shot Semantic Segmentation with Support-induced Graph Convolutional Network

Jan 09, 2023
Jie Liu, Yanqi Bao, Wenzhe Ying, Haochen Wang, Yang Gao, Jan-Jakob Sonke, Efstratios Gavves

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Differentiable Mathematical Programming for Object-Centric Representation Learning

Oct 05, 2022
Adeel Pervez, Phillip Lippe, Efstratios Gavves

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Continual Learning of Dynamical Systems with Competitive Federated Reservoir Computing

Jun 27, 2022
Leonard Bereska, Efstratios Gavves

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iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects

Jun 13, 2022
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves

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