Publications
Preprint
Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models
Senmao Li, Taihang Hu, Fahad Shahbaz Khan, Linxuan Li, Shiqi Yang, Yaxing Wang, Ming-Ming Cheng, Jian Yang
preprint [project][arxiv][code]
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation
Shiqi Yang, Yaxing Wang, Kai Wang, Shangling Jui, Joost van de Weijer
preprint [project][arXiv][code]
A Critical Look at the Current Usage of Foundation Model for Dense Recognition Task
Shiqi Yang, Atsushi Hashimoto, Yoshitaka Ushiku
International Conference
Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing
Kai Wang, Fei Yang, Shiqi Yang, Muhammad Atif Butt, Joost van de Weijer
Advances in Neural Information Processing Systems (NeurIPS) 2023 [paper][arxiv][code]
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
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering
Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui, Jian Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 [paper][arxiv]
Casting a BAIT for Offline and Online Source-free Domain Adaptation
Shiqi Yang, Yaxing Wang, Luis Herranz, Shangling Jui, Joost van de Weijer
Computer Vision and Image Understanding (CVIU), 2023 [paper][arxiv][code]
On Implicit Attribute Localization for Generalized Zero-Shot Learning
Shiqi Yang, Kai Wang, Luis Herranz, Joost van de Weijer