SAGE: Efficient Protected Vision-Language Inference on Smart Glasses
arXiv:2610.14089; under review at ICLR 2027
Authors: Zhimin Li, Pan Wang, Jingxian Chen, Yuantao Tang, Qian Lou, and Jingtong Hu
Venue/status: arXiv:2610.14089; under review at ICLR 2027
SAGE improves protected vision-language inference on smart glasses by reducing visual input cost, using shape-specialized INT8 execution, and transmitting compact protected representations. On real glasses, it reduces inference latency and protected packet size while retaining downstream answer quality.
Recommended citation: Zhimin Li, Pan Wang, Jingxian Chen, Yuantao Tang, Qian Lou, and Jingtong Hu. SAGE: Efficient Protected Vision-Language Inference on Smart Glasses. arXiv:2610.14089; under review at ICLR 2027.
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