Sen He

Sen He (何森)

Have Fun
with
Computer Vision and Machine Learning.

I'm a Research Scientist at Meta AI, London.

Email / Google Scholar / GitHub / LinkedIn

Research Interests

I'm broadly interested in the field of Computer Vision and Deep Learning. My current research focus on Generative Models.

Publications

	Style-Based Global Appearance Flow for Virtual Try-On Sen He , Yi-Zhe Song, Tao Xiang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 New Orleans, Louisiana, USA Code / Video / BibTex @inproceedings{he2022cvprfsvton, title={Style-Based Global Appearance Flow for Virtual Try-On}, author={He, Sen and Yi-Zhe, Song and Tao, Xiang}, booktitle={CVPR}, year={2022} }
	Hybrid Graph Neural Networks for Few-Shot Learning Tianyuan Yu, Sen He , Yi-Zhe Song, Tao Xiang AAAI Conference on Artificial Intelligence (AAAI), 2022 Vancouver, Canada BibTex @inproceedings{yu2022aaaihgnn, title={Hybrid Graph Neural Networks for Few-Shot Learning}, author={Yu, Tianyuan, He, Sen and Yi-Zhe, Song and Tao, Xiang}, booktitle={AAAI}, year={2022} }
	Text-Based Person Search with Limited Data Xiao Han, Sen He , Li Zhang, Tao Xiang British Machine Vision Conference (BMVC), 2021 Virtual Code / BibTex @inproceedings{xiao2021tbps, title={Text-Based Person Search with Limited Data}, author={Han, Xiao and He, Sen and Zhang, Li and Tao, Xiang}, booktitle={BMVC}, year={2021} }
	Disentangled Lifespan Face Synthesis Sen He , Wentong Liao, Michael Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang International Conference on Computer Vision (ICCV), 2021 Virtual Code / Project Page / BibTex @inproceedings{he2021iccvlfs, title={Disentangled Lifespan Face Synthesis}, author={He, Sen and Liao, Wentong and Yang, Michael and Yi-Zhe, Song and Rosenhahn, Bodo and Tao, Xiang}, booktitle={ICCV}, year={2021} }
	Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer Zhihe Lu, Sen He , Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang International Conference on Computer Vision (ICCV), 2021 Virtual Code / BibTex @inproceedings{Luiccv2021fss, title={Simpler is Better: Few-shot Semantic Segmentation with Classifier WeightTransformer}, author={Zhihe Lu and Sen He and Xiatian Zhu and Li Zhang and Yi-Zhe, Song and Tao, Xiang}, booktitle={ICCV}, year={2021} }
	Context-Aware Layout to Image Generation with Enhanced Object Appearance Sen He , Wentong Liao, Michael Yang, Yongxin Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 Nashville, USA (virtual) Code / Project Page / BibTex @inproceedings{he2021l2m, title={Context-Aware Layout to Image Generation with Enhanced Object Appearance}, author={He, Sen and Liao, Wentong and Yang, Michael and Yongxin, Yang and Yi-Zhe, Song and Rosenhahn, Bodo and Tao, Xiang}, booktitle={CVPR}, year={2021} }
	Image Captioning through Image Transformer Sen He , Wentong Liao, Hamed R. Tavakoli, Michael Yang, Bodo Rosenhahn, Nicolas Pugeault Asian Conference on Computer Vision (ACCV), 2020 Kyoto, Japan Code / BibTex @inproceedings{he2020image, title={Image Captioning through Image Transformer}, author={He, Sen and Liao, Wentong and Tavakoli, Hamed R and Yang, Michael and Rosenhahn, Bodo and Pugeault, Nicolas}, booktitle={ACCV}, year={2020} }
	A Spherical Approach to Planar Semantic Segmentation Chao Zhang , Sen He, Stephan Liwicki British Machine Vision Conference (BMVC), 2020 UK BibTex @inproceedings{chao2020spherical, title={A Spherical Approach to Planar Semantic Segmentation}, author={Chao Zhang and Sen, He and Stephan Liwichi}, booktitle={BMVC}, year={2020} }
	Human Attention in Image Captioning: Dataset and Analysis Sen He , Hamed R. Tavakoli, Ali Borji, Nicolas Pugeault International Conference on Computer Vision (ICCV), 2019 Seoul, Korea Code and Data / BibTex @inproceedings{he2019human, title={Human Attention in Image Captioning: Dataset and Analysis}, author={He, Sen and Tavakoli, Hamed R and Ali Borji and Pugeault, Nicolas}, booktitle={ICCV}, year={2019} }
	Understanding and Visualizing Deep Visual Saliency Models Sen He , Hamed R. Tavakoli, Ali Borji, Yang Mi, Nicolas Pugeault IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 Long Beach, California, USA Code and Data / BibTex @inproceedings{he2019understanding, title={Understanding and Visualizing Deep Visual Saliency Models}, author={He, Sen and Hamed R. Tavakoli and Ali Borji and Yang Mi and Pugeault, Nicolas}, booktitle={CVPR}, year={2019} }