Add model card for LiVeAction
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by nielsr HF Staff - opened
README.md
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---
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pipeline_tag: image-to-image
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---
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# LiVeAction: Lightweight, Versatile, and Asymmetric Codec Design for Real-time Operation
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LiVeAction is a neural codec architecture designed for real-time operation on resource-constrained devices, such as wearable sensors or remote sensing platforms. It addresses the limitations of generative neural codecs by using an FFT-inspired encoder structure to reduce computational complexity and a variance-based rate penalty to enable efficient training across arbitrary signal modalities.
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- **Paper:** [LiVeAction: a Lightweight, Versatile, and Asymmetric Neural Codec Design for Real-time Operation](https://huggingface.co/papers/2605.06628)
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- **Project Page:** [https://ut-sysml.github.io/liveaction](https://ut-sysml.github.io/liveaction)
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- **Code:** [https://github.com/UT-SysML/liveaction](https://github.com/UT-SysML/liveaction)
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- **Library:** [livecodec](https://pypi.org/project/livecodec) (`pip install livecodec`)
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## Citation
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```bibtex
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@inproceedings{jacobellis2026liveaction,
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title={LiVeAction: Lightweight, Versatile, and Asymmetric Codec Design for Real-time Operation},
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author={Jacobellis, Dan and Yadwadkar, Neeraja J.},
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booktitle={IEEE Data Compression Conference (DCC)},
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year={2026},
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url={https://ut-sysml.github.io/liveaction}
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}
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```
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