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cs.LG2022
Channel Pruning In Quantization-aware Training: An Adaptive Projection-gradient Descent-shrinkage-splitting Method
Zhijian Li, Jack Xin
We propose an adaptive projection-gradient descent-shrinkage-splitting method (APGDSSM) to integrate penalty based channel pruning into quantization-aware training (QAT). APGDSSM c…
cs.LG2022
An integrated recurrent neural network and regression model with spatial and climatic couplings for vector-borne disease dynamics
Zhijian Li, Jack Xin, Guofa Zhou
We developed an integrated recurrent neural network and nonlinear regression spatio-temporal model for vector-borne disease evolution. We take into account climate data and seasona…