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Gated Class-Attention with Cascaded Feature Drift Compensation for Exemplar-free Continual Learning of Vision Transformers


Nov 22, 2022
Marco Cotogni, Fei Yang, Claudio Cusano, Andrew D. Bagdanov, Joost van de Weijer

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Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation


Oct 13, 2022
Dipam Goswami, René Schuster, Joost van de Weijer, Didier Stricker

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* Accepted at WACV 2023 

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Positive Pair Distillation Considered Harmful: Continual Meta Metric Learning for Lifelong Object Re-Identification


Oct 04, 2022
Kai Wang, Chenshen Wu, Andy Bagdanov, Xialei Liu, Shiqi Yang, Shangling Jui, Joost van de Weijer

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* BMVC 2022 

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Attention Distillation: self-supervised vision transformer students need more guidance


Oct 03, 2022
Kai Wang, Fei Yang, Joost van de Weijer

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* BMVC 2022 

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One Ring to Bring Them All: Towards Open-Set Recognition under Domain Shift


Jun 07, 2022
Shiqi Yang, Yaxing Wang, Kai Wang, Shangling Jui, Joost van de Weijer

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MVMO: A Multi-Object Dataset for Wide Baseline Multi-View Semantic Segmentation


May 30, 2022
Aitor Alvarez-Gila, Joost van de Weijer, Yaxing Wang, Estibaliz Garrote

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* 5 pages 

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Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation


May 19, 2022
Shiqi Yang, Yaxing Wang, Kai Wang, Shangling Jui, Joost van de Weijer

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* Update the hyperparameter section 

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Local Prediction Aggregation: A Frustratingly Easy Source-free Domain Adaptation Method


May 09, 2022
Shiqi Yang, Yaxing Wang, Kai Wang, Joost van de Weijer, Shangling Jui

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Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization


Mar 28, 2022
Francesco Pelosin, Saurav Jha, Andrea Torsello, Bogdan Raducanu, Joost van de Weijer

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Planckian jitter: enhancing the color quality of self-supervised visual representations


Feb 16, 2022
Simone Zini, Marco Buzzelli, Bartłomiej Twardowski, Joost van de Weijer

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