6 papers indexed
Kangjian Di, Fuhao Yu, Silin Chen, Jiashu Li, Andy Liu, Sen Shao, et al.
Optical neural networks (ONNs) promise ultra-fast and energy-efficient computing but are hampered by the critical challenge of on-chip training. Here, we propose an on-chip training distillation-guided optical neural network (DGONN) and introduce a forward distilled algorithm to…
Kangjian Di, Fuhao Yu, Silin Chen, Jiashu Li, Andy Liu, Sen Shao, et al.
Supplemental Document
Kangjian Di, Fuhao Yu, Silin Chen, Jiashu Li, Andy Liu, Sen Shao, et al.
Supplemental Document
Kangjian Di, Fuhao Yu, Silin Chen, Jiashu Li, Andy Liu, Sen Shao, et al.
Supplemental Document
Baoyu Li, Xinchen Yin, Mengying Lin, Yixin Zhang, Danfei Xu
Egocentric human data offers scalable supervision for robot manipulation. However, behavior cloning entangles transferable content like objects, scenes, and task semantics, with non-transferable factors like human morphology, head motion, and behavioral style. We study whether Wo…
Yixin Zhang, Mingyang Li, Zichao Jiang
Time-dependent reliability analysis is crucial for ensuring the long-term safety and performance of engineering systems under uncertainties. However, traditional surrogate model methods often struggle to incorporate time-independent random variables and capture their complex inte…