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@@ -22,6 +22,31 @@ In this demo, we provide two models: FingerNet and FingerNet-Surf, corresponding
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  - Adjust finger motion parameters using sliders.
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  - Visualize predicted force and shape in real-time.
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- ## License
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- FingerNet is licensed under the BSD-3-Clause License.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - Adjust finger motion parameters using sliders.
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  - Visualize predicted force and shape in real-time.
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+ ## Citation
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+ If you use this model in your research, please cite the following papers:
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+
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+ ```bibtex
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+ @article{liu2024proprioceptive,
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+ title={Proprioceptive learning with soft polyhedral networks},
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+ author={Liu, Xiaobo and Han, Xudong and Hong, Wei and Wan, Fang and Song, Chaoyang},
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+ journal={The International Journal of Robotics Research},
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+ volume = {43},
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+ number = {12},
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+ pages = {1916-1935},
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+ year = {2024},
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+ publisher={SAGE Publications Sage UK: London, England},
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+ doi = {10.1177/02783649241238765}
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+ }
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+ ```
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+
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+ [](https://arxiv.org/abs/2308.08538)
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+
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+ ```bibtex
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+ @article{wu2025magiclaw,
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+ title={MagiClaw: A Dual-Use, Vision-Based Soft Gripper for Bridging the Human Demonstration to Robotic Deployment Gap},
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+ author={Wu, Tianyu and Han, Xudong and Sun, Haoran and Zhang, Zishang and Huang, Bangchao and Song, Chaoyang and Wan, Fang},
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+ journal={arXiv preprint arXiv:2509.19169},
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+ year={2025}
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+ }
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+ ```