Shuyang Sun

University of Oxford — United Kingdom

Computer Science · Physical Sciences

15h-index4.4kcitations33works9.22yr avg
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Research Topics

Advanced Neural Network Applications(14), Advanced Image and Video Retrieval Techniques(9), Domain Adaptation and Few-Shot Learning(5), Video Surveillance and Tracking Methods(4), Multimodal Machine Learning Applications(4)

Publications33 total

Vehicular Communication Security: Multi-Channel and Multi-Factor Authentication
IEEE Transactions on Vehicular Technology·2025· 1 cited
Diffusion Models Need Visual Priors for Image Generation
arXiv (Cornell University)·2024Open Access
RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Multi-Modal Large Language Model Learning
2024· 25 cited
CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor
2024· 18 cited
SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model
arXiv (Cornell University)·2024· 1 citedOpen Access
RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Learning in Multi-Modal Large Language Model
arXiv (Cornell University)·2024· 10 citedOpen Access
OxfordTVG-HIC: Can Machine Make Humorous Captions from Images?
2023· 7 cited
OxfordTVG-HIC: Can Machine Make Humorous Captions from Images?
arXiv (Cornell University)·2023Open Access
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation
arXiv (Cornell University)·2023· 7 citedOpen Access
Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 39 cited
Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 20 cited
Aggregation with feature detection
Oxford University Research Archive (ORA) (University of Oxford)·2022· 3 cited
Patch-based Separable Transformer for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence·2022· 7 cited
Vision transformer with progressive sampling
Oxford University Research Archive (ORA) (University of Oxford)·2022· 2 cited
TransMix: Attend to Mix for Vision Transformers
arXiv (Cornell University)·2021· 2 citedOpen Access
Vision Transformer with Progressive Sampling
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 5 citedOpen Access
Aggregation with Feature Detection
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021
Visual Parser: Representing Part-whole Hierarchies with Transformers
arXiv (Cornell University)·2021· 18 citedOpen Access
Learning to Sample the Most Useful Training Patches from Images
arXiv (Cornell University)·2020· 7 citedOpen Access
Exploring the Hierarchy in Relation Labels for Scene Graph Generation
arXiv (Cornell University)·2020· 6 citedOpen Access
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Frequent Co-authors

Wanli Ouyang(11), Philip H. S. Torr(9), Jianping Shi(7), Xiaoyu Yue(6), Chen Change Loy(5), Dahua Lin(5), Jiangmiao Pang(5), Zhanghui Kuang(4), Wei Zhang(4), Song Bai(4), Xiaojuan Qi(4), Kai Chen(3), Yu Xiong(3), Xiaoxiao Li(3), Wansen Feng(3), Ziwei Liu(3), Shuai Yi(3), Jianhao Yuan(3), Lu Sheng(2), Wenwei Zhang(2)