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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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* Accepted in BMVC2022 as oral presentation 

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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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* CoLLAs 2022 

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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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Towards a General Purpose CNN for Long Range Dependencies in $\mathrm{N}$D


Jun 07, 2022
David W. Romero, David M. Knigge, Albert Gu, Erik J. Bekkers, Efstratios Gavves, Jakub M. Tomczak, Mark Hoogendoorn

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* First two authors contributed equally to this work 

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Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models


May 28, 2022
Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban

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Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation


Apr 22, 2022
Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves

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* Accepted in CVPR2022. Code will be available soon 

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NFormer: Robust Person Re-identification with Neighbor Transformer


Apr 20, 2022
Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves

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* 8 pages, 7 figures, CVPR2022 poster 

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3D Equivariant Graph Implicit Functions


Mar 31, 2022
Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves

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* Video: https://youtu.be/W7goOzZP2Kc 

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Delta Distillation for Efficient Video Processing


Mar 17, 2022
Amirhossein Habibian, Haitam Ben Yahia, Davide Abati, Efstratios Gavves, Fatih Porikli

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