Shuangkang Fang (方双康)
I am currently pursuing a Ph.D. degree in communication and information systems, at Beihang University, supervised by Professor
Wenrui Ding and Reseacher Yufeng Wang.
Additionally, I receive academic guidance from Professor Ming-Hsuan Yang.
From 2020 to 2022, I worked full-time at Megvii Inc., supervised by Yi Yang, and Shuchang Zhou .
From 2022 to the present, I worked an internship at Megvii Inc. and StepFun Inc., also supervised by Yi Yang, and Shuchang Zhou .
My research interests lie in the scope of computer vision. More specifically,
my current focus is on Neural Implicit Representation, 3D Scene Editing,
and early works were on Image Caption and Model Quantization.
Email: skfang@buaa.edu.cn
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News:
2024.07: CE3D is accepted by ECCV!
2024.06: Talks on Image and 3D Scene Editing. Slides
2024.05: Talks on Gaussian Splatting. Slides
2024.05: Talks on NeRF-based 3D Generation. Slides
2024.03: UAV-ENeRF is accepted by TGRS!
2024.03: Talks on Generalizable NeRF. Slides
2024.01: Talks on LLM for Vision tasks. Slides
2023.10: DFFG is accepted by BMVC!
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Publications
( '*' means Equal Contribution or First Student Author)
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Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts
Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Wenrui Ding, Shuchang Zhou, Ming-Hsuan Yang.
Accepted by ECCV, 2024
Project&Paper&Code
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One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume Distillation
Shuangkang Fang, Weixin Xu, Heng Wang, Yi Yang, Yufeng Wang, Shuchang Zhou.
Accepted by AAAI (Oral, Top 5%), 2023
Project&Paper&Code
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Editing 3D Scenes via Text Prompts without Retraining
Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Wenrui Ding, Shuchang Zhou, Ming-Hsuan Yang.
Under review; Available on arXiv
Project&Paper&Code
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PVD-AL: Progressive Volume Distillation with Active Learning for Efficient Conversion Between Different NeRF Architectures
Shuangkang Fang, Yufeng Wang, Yi Yang, Weixin Xu, Heng Wang, Wenrui Ding, Shuchang Zhou.
Under review; Available on arXiv
Project&Paper&Code
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UAV-ENeRF: Text-driven UAV Scene Editing with Neural Radiance Fields
Yufeng Wang, Shuangkang Fang (Equal Contribution), Huayu Zhang, Hongguang Li, Zehao Zhang, Xianlin Zeng, Wenrui Ding.
TGRS (IEEE Transactions on Geoscience and Remote Sensing)
Project&Paper&Code
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DFFG: Fast Gradient Iteration for Data-free Quantization
Huixing Leng, Shuangkang Fang* (Equal Contribution), Yufeng Wang, Zehao Zhang, Dacheng Qi, Wenrui Ding.
BMVC2023
Paper
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Parallel design of sparse deep belief network with multi-objective optimization
YangYang Li, Shuangkang Fang* (First Student Author), XiaoyuBaia, LichengJiao, Naresh Marturi.
Information Sciences (SCI Q1)
Paper
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A Multi-Level Attention Model for Remote Sensing Image Captions
YangYang Li, Shuangkang Fang* (First Student Author), Licheng Jiao, Ruijiao Liu, Ronghua Shang.
Remote Sensing (SCI Q2)
Paper
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Arch-Net: Model Distillation for Architecture Agnostic Model Deployment
Weixin Xu, Zipeng Feng, Shuangkang Fang, Song Yuan, Yi Yang, Shuchang Zhou.
Arxiv
Paper Code
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Awards
2020.06: Excellent Graduate in Xidian University
2020.06: Excellent thesis of master in Xidian University
2018.09: National Scholarships
2018.06: Second prize of Huawei software elite challenge website
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Educations
2017.09 - 2020.06: M.Sc. in Electronic and Communication Engineering, Xidian University
2013.09 - 2017.06: B.Eng. in Electronic and Information Engineering, China University of Petroleum
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Works and Internships
2020.06 - 2022.09: Full time job in MEGVII AIC, supervised by Yi Yang, and Shuchang Zhou
2020.09 - Now: Internship in MEGVII AIC, supervised by Yi Yang, and Shuchang Zhou
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Last update: Sep. 2022. Thanks for the template.
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