Da Li

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Timothy M. HospedalesProfessor, University of Edinburgh; Samsung AI ResearchVerified email at ed.ac.uk
Yi-Zhe SongSketchX Lab, CVSSP, University of SurreyVerified email at surrey.ac.uk
Yongxin YangQueen Mary University of LondonVerified email at qmul.ac.uk
Tao XiangUniversity of Surrey; Meta AIVerified email at surrey.ac.uk
Shell Xu HuSamsung AI Center - CambridgeVerified email at samsung.com
Minyoung KimSamsung AI Center Cambridge UK, SeoulTech, Rutgers University, Carnegie Mellon UniversityVerified email at samsung.com
Henry GoukAssistant Professor, University of EdinburghVerified email at ed.ac.uk
Yanwei FuFudan UniversityVerified email at fudan.edu.cn
Ondrej BohdalUniversity of EdinburghVerified email at ed.ac.uk
Conghui HuNational University of SingaporeVerified email at nus.edu.sg
Shaogang GongQueen Mary University of LondonVerified email at qmul.ac.uk
Wei Li (李威)Nanyang Technological University, SingaporeVerified email at ntu.edu.sg
Panagiotis EustratiadisUniversity of AmsterdamVerified email at uva.nl
Yonggang QiAssociate Professor, Beijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Zhongying DengUniversity of CambridgeVerified email at cam.ac.uk
Kaiyang ZhouAssistant Professor, Hong Kong Baptist UniversityVerified email at hkbu.edu.hk
Zhihe LuNUS<--University of Surrey<--CASIAVerified email at nus.edu.sg
Linus EricssonUniversity of EdinburghVerified email at ed.ac.uk
Royson LeePhD Candidate, University of Cambridge & Part-Time Research Engineer at Samsung AI Center, CambridgeVerified email at cam.ac.uk
Pan LiQueen Mary University of LondonVerified email at qmul.ac.uk

Da Li

Samsung AI Centre Cambridge

Verified email at samsung.com - Homepage

Computer Vision Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deeper, Broader and Artier Domain Generalization D Li, Y Yang, YZ Song, TM Hospedales ICCV 2017, 2017	1376	2017
Learning to generalize: Meta-learning for domain generalization D Li, Y Yang, YZ Song, TM Hospedales AAAI 2018, 2018	1274	2018
Episodic training for domain generalization D Li, J Zhang, Y Yang, C Liu, YZ Song, TM Hospedales ICCV 2019, 2019	471	2019
A Simple Feature Augmentation for Domain Generalization P Li, D Li, W Li, S Gong, Y Fu, TM Hospedales Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	158	2021
Robust Person Re-identification by Modelling Feature Uncertainty T Yu, D Li, Y Yang, T Hospedales, T Xiang ICCV 2019, 2019	141	2019
Pushing the limits of simple pipelines for few-shot learning: External data and fine-tuning make a difference SX Hu, D Li, J Stühmer, M Kim, TM Hospedales Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	140	2022
Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation D Li, TM Hospedales ECCV 2020, 2020	78	2020
Fisher sam: Information geometry and sharpness aware minimisation M Kim, D Li, SX Hu, T Hospedales International Conference on Machine Learning, 11148-11161, 2022	47	2022
Simple and Effective Stochastic Neural Networks T Yu, Y Yang, D Li, T Hospedales, T Xiang AAAI 2021, 2021	29	2021
Dynamic instance domain adaptation Z Deng, K Zhou, D Li, J He, YZ Song, T Xiang IEEE Transactions on Image Processing 31, 4585-4597, 2022	25	2022
Sequential Learning for Domain Generalization D Li, Y Yang, YZ Song, T Hospedales TASK-CV Workshop at ECCV 2020, 2020	24	2020
Sketch-a-classifier: sketch-based photo classifier generation C Hu, D Li, YZ Song, T Xiang, TM Hospedales CVPR 2018, 2018	23	2018
Weight-Covariance Alignment for Adversarially Robust Neural Networks P Eustratiadis, H Gouk, D Li, T Hospedales ICML 2021, 2021	21	2021
Zero-shot everything sketch-based image retrieval, and in explainable style F Lin, M Li, D Li, T Hospedales, YZ Song, Y Qi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023	18	2023
Deep factorised inverse-sketching K Pang, D Li, J Song, YZ Song, T Xiang, TM Hospedales ECCV 2018, 2018	18	2018
Finding lost DG: Explaining domain generalization via model complexity D Li, H Gouk, T Hospedales arXiv preprint arXiv:2202.00563, 2022	15	2022
SketchKnitter: Vectorized Sketch Generation with Diffusion Models Q Wang, H Deng, Y Qi, D Li, YZ Song International Conference on Learning Representations, 2023	12	2023
Sketch-a-segmenter: Sketch-based photo segmenter generation C Hu, D Li, Y Yang, TM Hospedales, YZ Song IEEE transactions on image processing 29, 9470-9481, 2020	12	2020
Now You See Me: Deep Face Hallucination for Unviewed Sketches. C Hu, D Li, YZ Song, TM Hospedales BMVC 2017, 2017	10	2017
Prediction calibration for generalized few-shot semantic segmentation Z Lu, S He, D Li, YZ Song, T Xiang IEEE transactions on image processing, 2023	8	2023

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