Publications

arXiv

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

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

[project][arXiv] [code]

  • Unsupervised Domain Adaptation without Source Data by Casting a BAIT

Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui

[arxiv] [code]


International Conference

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

Kai Wang, Chenshen Wu, Andrew D. Bagdanov, Xialei Liu, Shiqi Yang, Shangling Jui, Joost van de Weijer

British Machine Vision Conference (BMVC) 2022 [arxiv] [code]

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

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

Advances in Neural Information Processing Systems (NeurIPS) 2022 Spotlight [project][paper][arXiv] [code]

  • Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation

Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui

Advances in Neural Information Processing Systems (NeurIPS) 2021 [project] [paper] [arXiv] [code]

  • Generalized Source-free Domain Adaptation

Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui

International Conference on Computer Vision (ICCV) 2021 [project] [paper] [arXiv] [code] [video]

  • Parallel Convolutional Networks for Image Recognition via a Discriminator

Shiqi Yang, Gang Peng

Asian Conference on Computer Vision (ACCV) 2018 [paper] [arXiv]

  • Attention to Refine Through Multi Scales for Semantic Segmentation

Shiqi Yang, Gang Peng

Pacific-Rim Conference on Multimedia (PCM) 2018 [paper] [arXiv]


Journal

  • On Implicit Attribute Localization for Generalized Zero-Shot Learning

Shiqi Yang, Kai Wang, Luis Herranz, Joost van de Weijer

IEEE Signal Processing Letters, 2021 [paper] [arXiv]